diff --git a/.github/workflows/build-and-release-image.yml b/.github/workflows/build-and-release-image.yml new file mode 100644 index 0000000..faf032b --- /dev/null +++ b/.github/workflows/build-and-release-image.yml @@ -0,0 +1,54 @@ +name: Build and release image + +on: + workflow_dispatch: + inputs: + path: + description: 'Path to the Dockerfile to build and release' + required: true + +jobs: + build-and-release: + name: Build image + runs-on: ubuntu-latest + steps: + - name: Checkout + uses: actions/checkout@v4 + + - name: Set up QEMU + uses: docker/setup-qemu-action@v3 + + - name: Set up Docker Buildx + uses: docker/setup-buildx-action@v3 + + - name: Build image + uses: docker/build-push-action@v5 + with: + push: false + load: true + tags: ghcr.io/con/nwb2bids:dev + context: . + file: containers/Dockerfile.dev + + - name: Set up Python + uses: actions/setup-python@v5 + with: + python-version: '3.13' + + - name: Install test dependencies + run: pip install -e . --group test + + - name: Run container CLI tests + run: pytest -m container_cli_test -v --container-image=ghcr.io/con/nwb2bids:dev + + - name: Login to GitHub Container Registry + if: github.event_name != 'pull_request' + uses: docker/login-action@v3 + with: + registry: ghcr.io + username: ${{ github.actor }} + password: ${{ secrets.GITHUB_TOKEN }} + + - name: Push to GHCR + if: github.event_name != 'pull_request' + run: docker push ghcr.io/con/nwb2bids:dev \ No newline at end of file diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..62c8935 --- /dev/null +++ b/.gitignore @@ -0,0 +1 @@ +.idea/ \ No newline at end of file diff --git a/seeber-suthana-2024/Suthana_Zenodo_Conversion.py b/seeber-suthana-2024/Suthana_Zenodo_Conversion.py new file mode 100644 index 0000000..02c454c --- /dev/null +++ b/seeber-suthana-2024/Suthana_Zenodo_Conversion.py @@ -0,0 +1,1230 @@ +import h5py +import os + +import numpy as np +import pandas as pd + +from datetime import datetime, timezone +from datetime import timedelta +from uuid import uuid4 + +from dateutil.tz import tzlocal + +from hdmf.common import VectorData, VectorIndex +from ndx_multisubjects import NdxMultiSubjectsNWBFile, SubjectsTable +from pynwb import TimeSeries +from pynwb.ecephys import ElectricalSeries +from neuroconv.tools.nwb_helpers import get_default_backend_configuration +from neuroconv.tools import configure_and_write_nwbfile +from pynwb.file import DynamicTable +from pynwb.misc import DecompositionSeries +from pynwb.behavior import BehavioralTimeSeries + +from scipy.io import loadmat + + +backend_config = { + "nwbfile": { + "all": { + "compression": "gzip", # or "lzf" + "compression_opts": 4, # gzip levels 1–9 + "shuffle": True, # HDF5 shuffle filter + } + } +} + +folder = '/Users/thoman1/Library/CloudStorage/Box-Box/NIH BBQS EMBER/Development - Analytics and Integration/Sample Data/Suthana-R61MH135106 In-Lab/Seeber_etal_2024_data_code/data' + +nwbfile = NdxMultiSubjectsNWBFile( + session_description="Data for Figures of Seeber et al., 2025: Human neural dynamics of real-world and imagined navigation", + identifier=str(uuid4()), + session_start_time=datetime.now(tz=timezone.utc) +) + +subjects_table = SubjectsTable( + description="Subjects in this experiment", +) + +subjects_table.add_row( + age="P36Y", + subject_description="Subject S1", + sex="M", + species="Homo sapiens", + subject_id="S1", + individual_subj_link="relfilepath/sub-S1_ses-20220703T043729_behavior+ecephys.nwb" +) + +subjects_table.add_row( + age="P45Y", + subject_description="Subject S2", + sex="M", + species="Homo sapiens", + subject_id="S2", + individual_subj_link="relfilepath/sub-S2_ses-20230723T012252_behavior+ecephys.nwb" +) + +subjects_table.add_row( + age="P24Y", + subject_description="Subject S3", + sex="F", + species="Homo sapiens", + subject_id="S3", + individual_subj_link="relfilepath/sub-S3_ses-20230219T002943_behavior+ecephys.nwb" +) + +subjects_table.add_row( + age="P39Y", + subject_description="Subject S4", + sex="M", + species="Homo sapiens", + subject_id="S4", + individual_subj_link="relfilepath/sub-S4_ses-20230811T134728_behavior+ecephys.nwb" +) + +subjects_table.add_row( + age="P30Y", + subject_description="Subject S5", + sex="F", + species="Homo sapiens", + subject_id="S5", + individual_subj_link="relfilepath/sub-S5_ses-20220104T081228_behavior+ecephys.nwb" +) + +nwbfile.subjects_table = subjects_table + +saveNWBFolder = "/Users/thoman1/Documents/Projects/EMBER/Code/Suthana Zenodo NWB" + +# list all .mat files in this folder +files = [f for f in os.listdir(folder) if f.endswith(".mat")] +print(files) + + +filepath = os.path.join(folder, 'data_1.mat') +print(filepath) +#matFile = h5py.File(filepath, "r") + +matFile = loadmat(filepath) + +#print(matFile.keys()) +left_route = matFile["route_L"] +right_route = matFile["route_R"] + +iEEG_expl = matFile["iEEG_expl"] +Theta_expl = matFile["Theta_expl"] +# put route_L and Route_R into dynamic tables. + +## ---- Second data file ----- ## + +filepath = os.path.join(folder, 'data_2.mat') +matFile = loadmat(filepath) + +walks_left = matFile["walks_left"] # in m +walks_right = matFile["walks_right"] + +avg_theta_HPC_L = matFile["Theta_HPC_L"] # in z +avg_theta_HPC_R = matFile["Theta_HPC_R"] # in z + +TF_expl_L = matFile["TF_expl_L"] # in z +TF_expl_R = matFile["TF_expl_R"] # in z + +TF_turn = matFile["TF_turn"] +Theta_turn = matFile["Theta_turn"] +Theta_turn_sem = matFile["Theta_turn_sem"] +dPhi_turn = matFile["dPhi_turn"] +v_turn = matFile["v_turn"] +P4_turn_left = matFile["P4_turn_left"] +P4_turn_right = matFile["P4_turn_right"] + +behavior_module = nwbfile.create_processing_module(name="behavior", description="Processed behavioral data") + +task_module = nwbfile.create_processing_module( + name="task", + description="Task configuration and geometry" +) + +analysis_module = nwbfile.create_processing_module( + name="analysis", + description="analysis derivatives" +) + +# Create table +route_table = DynamicTable( + name="instructed_routes", + description="Instructed walking routes" +) + +route_table.add_column( + name="direction", + description="Route identifier (e.g., left, right)" +) + +route_table.add_column( + name="x_coordinates", + description="x coordinates in path coordinate frame (m)" +) + +route_table.add_column( + name="y_coordinates", + description="y coordinates in path coordinate frame (m)" +) + + +route_table.add_row( + direction="left", + x_coordinates=left_route[:, 1], + y_coordinates=left_route[:, 0] +) + +route_table.add_row( + direction="right", + x_coordinates=right_route[:, 1], + y_coordinates=right_route[:, 0] +) + +print(route_table) +task_module.add(route_table) + + +subjectInfo = pd.DataFrame( + { + "SubjectID": ["R056", "R095", "R133", "R106", "R124"], + "PaperSubjID": ["S1", "S2", "S3", "S4", "S5"], + "Age": ["P36Y", "P45Y", "P24Y", "P39Y", "P30Y"], + "Sex": ["M", "M", "F", "M", "F"], + "Chan1": [ + "Left HP/HP", + "Left HP/PRC", + "Left HP/PRC", + "Left Amy/HP", + "Left HP/HP", + ], + "Chan2": ["Left HP/Sub", "Left PRC/PHC", "", "Left HP/HP", "Left HP/HP"], + "Chan3": [ + "Right HP/HP", + "Right PHC/Fs", + "Right HP/PRC", + "Right Tp/PRC", + "Right HP/HP", + ], + "Chan4": ["Right HP/Sub", "", "Right PRC/PHC", "Right PRC/HP", "Right HP/PHC"], + } +) + +ecephys_module = nwbfile.create_processing_module( + name="ecephys", description="Processed ephys data" + ) +fs = 250.0 # sampling frequency in Hz + +iEEGdevice = nwbfile.create_device( + name="iEEG_array", + description="every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm." + "We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels " + "in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is " + "specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC)," + " subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)", + manufacturer="Neuropace", + model_number="320", + model_name="RNS System", + ) + + +# ----------------------------- +# Add custom electrode columns +# ----------------------------- +# Add these once, before adding rows. +nwbfile.add_electrode_column( + name="paper_subject_id", + description="Participant ID used in the paper" +) + +nwbfile.add_electrode_column( + name="electrode_number", + description="Electrode number within the file" +) + +nwbfile.add_electrode_column( + name="chan_number", + description="Channel number within the participant (1-based)" +) + +nwbfile.add_electrode_column( + name="label", + description="Label for the electrode, e.g. S4_Chan1" +) + + + +# ----------------------------- +# Create one ElectrodeGroup per subject +# ----------------------------- +electrode_groups = {} + +for _, row in subjectInfo.iterrows(): + paper_subj_id = row["PaperSubjID"] + + electrode_groups[paper_subj_id] = nwbfile.create_electrode_group( + name=f"iEEG_group_{paper_subj_id}", + description=( + f"Electrode group for {paper_subj_id}. " + "Medial temporal lobe iEEG contacts." + ), + device=iEEGdevice, + location="Medial temporal lobe", + ) + +# ----------------------------- +# Populate the single electrodes table +# ----------------------------- +# Keep track of which row indices belong to each subject +electrode_rows_by_subject = {sid: [] for sid in subjectInfo["PaperSubjID"]} + +electrode_number = 0 # file-wide numbering + +for _, row in subjectInfo.iterrows(): + paper_subj_id = row["PaperSubjID"] + egroup = electrode_groups[paper_subj_id] + + for chan_num in range(1, 5): + chan_key = f"Chan{chan_num}" + loc_desc = row[chan_key] + + # Skip empty / blank channels + if pd.isna(loc_desc): + continue + loc_desc = str(loc_desc).strip() + if loc_desc == "": + continue + + # Add a row to the NWB electrodes table + # Required fields are: group and location + nwbfile.add_electrode( + id=electrode_number, # explicit unique ID + group=egroup, + location=loc_desc, + paper_subject_id=paper_subj_id, + electrode_number=electrode_number, + chan_number=chan_num, + label=f"{paper_subj_id}_Chan{chan_num}", + ) + + # Row index in the table is the current length - 1 + row_index = len(nwbfile.electrodes) - 1 + electrode_rows_by_subject[paper_subj_id].append(row_index) + + electrode_number += 1 + +# ----------------------------- +# Create S4-only subset region +# ----------------------------- +s4_electrode_region = nwbfile.create_electrode_table_region( + region=electrode_rows_by_subject["S4"], + description="Electrodes for participant S4" +) + + + + + + + + + + + + # create an electrode group for iEEG +# iEEG_group2 = nwbfile.create_electrode_group( +# name="iEEG_group_S4_2", +# description="electrode group for iEEG array. Hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)", +# device=iEEGdevice, +# location="Medial temporal lobe", +# ) + + +# subj_info_row = subjectInfo[subjectInfo["PaperSubjID"] == "S4"].iloc[0] +# chan_list = subj_info_row[["Chan1", "Chan2", "Chan3", "Chan4"]].tolist() +# # nwbfile.add_electrode_column(name="label", description="label of electrode") +# electrode_counter = 0 +# nchannels = 4 +# for ielec in range(nchannels): +# nwbfile.add_electrode( +# group=iEEG_group2, +# label=f"iEEG {ielec}", +# location=chan_list[ielec], +# ) +# all_table_region1 = nwbfile.create_electrode_table_region( +# region=list(range(nchannels)), # reference row indices 0 to N-1 +# description="S4 iEEG electrodes", +# ) + + + + +broadband_iEEG = ElectricalSeries( + name="processed_broadband_iEEG", + description="Exemplary broadband iEEG from S4 during real-world navigation (z score)", + data=iEEG_expl, + electrodes=s4_electrode_region, + starting_time=0.0, # timestamp of the first sample in seconds relative to the session start time + rate=fs, # in Hz + + ) + + +theta_iEEG = ElectricalSeries( + name="processed_theta_iEEG", + description="Exemplary theta (4-12 Hz) iEEG from S4 during real-world navigation (z score)", + data=Theta_expl, + electrodes=s4_electrode_region, + starting_time=0.0, # timestamp of the first sample in seconds relative to the session start time + rate=fs, # in Hz + + ) + +ecephys_module.add(theta_iEEG) +ecephys_module.add(broadband_iEEG) + + +n_subjects = walks_left.shape[2] +assert walks_right.shape[2] == n_subjects + +avg_walk_table = DynamicTable( + name="average_walks", + description="Average spatial walk per subject and route" +) + +# Regular columns +avg_walk_table.add_column( + name="subject_id", + description="Subject identifier" +) + +avg_walk_table.add_column( + name="direction", + description="Route label (left/right)" +) + +# Ragged column: one Kx2 array per row +avg_walk_table.add_column( + name="x_coordinates", + description="Average spatial walk x coordinates in meters", + index=True +) + +avg_walk_table.add_column( + name="y_coordinates", + description="Average spatial walk y coordinates in meters", + index=True +) + +# Add rows +for i in range(n_subjects): + + left = walks_left[:,:,i] + right = walks_right[:,:,i] + avg_walk_table.add_row( + subject_id=f"S{i+1}", + direction="left", + x_coordinates=left[:,1], + y_coordinates=left[:,0] + ) + avg_walk_table.add_row( + subject_id=f"S{i+1}", + direction="right", + x_coordinates=right[:,1], + y_coordinates=right[:,0] + ) + + +behavior_module.add(avg_walk_table) + + +f_axis = 2 ** np.arange(0, 7.0001, 0.1) +f_axis = f_axis[f_axis < 90] + + + +# TF_expl_L3 = np.stack((TF_expl_L, np.tile(f_axis, (6708,1))),axis =2) +tf_expl_l = np.asarray(TF_expl_L) +tf_expl_l = tf_expl_l[:, np.newaxis, :] # (6708, 1, 65) +# add decomposition series for the time/freq/power data for subj 4 - Fig 2 +tfr = DecompositionSeries( + name="wavelet_power_left_walks", + description="Wavelet power at specific frequencies for left walks, participant S4", + data=tf_expl_l, + starting_time = 0.0, + rate= fs, + source_channels=s4_electrode_region, # need to specific channel 2 + #timestamps=t_power, + metric="power", + unit="uV^2" # or appropriate unit +) + +# Define spectral axis +for f in f_axis: + tfr.add_band( + band_name=f"{f} Hz", + band_limits=(f, f), + band_mean=f + ) + +ecephys_module.add(tfr) + + +# TF_expl_R3 = np.stack((TF_expl_R, np.tile(f_axis, (6708,1))),axis =2) +tf_expl_r = np.asarray(TF_expl_R) +tf_expl_r = tf_expl_r[:, np.newaxis, :] # (6708, 1, 65) + +trfr = DecompositionSeries( + name="wavelet_power_right_walks", + description="Wavelet power at specific frequencies for right walks, participant S4", + data=tf_expl_r, + starting_time = 0.0, + rate= fs, + source_channels=s4_electrode_region, # specify channel 2 + metric="power", + unit="uV^2" # or appropriate unit +) + +# Define spectral axis +for f in f_axis: + trfr.add_band( + band_name=f"{f} Hz", + band_limits=(f, f), + band_mean=f + ) + +ecephys_module.add(trfr) + +# Fig 2c +# Create table +route_features_table = DynamicTable( + name="walking_spatial_theta", + description="Theta activity associated with walking route spatial coordinates" +) + +route_features_table.add_column( + name="direction", + description="Route identifier (e.g., left, right)" +) + +route_features_table.add_column( + name="theta", + description="Z-scored average theta activity associated with all participants' average walking route", + index=True +) + + +route_features_table.add_row( + direction="left", + theta=avg_theta_HPC_L +) + +route_features_table.add_row( + direction="right", + theta=avg_theta_HPC_R +) + +analysis_module.add(route_features_table) +# time freq aligned with turns + +# TF_turn_R3 = np.stack((TF_turn, np.tile(f_axis, (1001,1))),axis =2) +tf_turn = np.asarray(TF_turn)[:, np.newaxis, :] + +# add decomposition series for the time/freq/power data for subj 4 - Fig 2 +turn_tf = DecompositionSeries( + name="time_freq_turns", + description="Average time frequency aligned with all turns across participants", + data=tf_turn, + starting_time = -3.0, + rate = fs, + metric="power", + unit="z" # or appropriate unit +) + +# Define spectral axis +for f in f_axis: + turn_tf.add_band( + band_name=f"{f} Hz", + band_limits=(f, f), + band_mean=f + ) + +ecephys_module.add(turn_tf) + +# mean theta activity +/- standard error +avgTheta_turns = TimeSeries( + name="avg_theta_turns", + description="Average theta activity aligned with all turns across participants", + data=Theta_turn, + starting_time = -3.0, + rate = fs, + unit = "Z" +) + +ecephys_module.add(avgTheta_turns) + +# mean theta activity +/- standard error +avgTheta_turns_sem = TimeSeries( + name="avg_theta_turns_sem", + description="Average theta activity aligned with all turns across participants", + data=Theta_turn_sem, + starting_time = -3.0, + rate = fs, + unit = "Z" +) + +ecephys_module.add(avgTheta_turns_sem) + +# mean speed of hips aligned to turns +hip_speed = TimeSeries( + name="hip_speed_turns", + description="Mean speed of hips aligned with all turns across participants", + data=v_turn, + starting_time = 0.0, + rate = fs, + unit = "m/s^2" +) + +# mean angular velocity of hips aligned to turns + +hip_angular_velocity = TimeSeries( + name="hip_angular_velocity_turns", + description="Mean angular velocity of hips aligned with all turns across participants", + data=dPhi_turn, + starting_time = 0.0, + rate = fs, + unit="degrees/s" +) + + +speed_behavioral_ts = BehavioralTimeSeries(time_series=hip_speed, name="hip_speed") +angular_velocity_behavioral_ts = BehavioralTimeSeries(time_series=hip_angular_velocity, name="hip_angular_velocity") + +behavior_module.add(speed_behavioral_ts) +behavior_module.add(angular_velocity_behavioral_ts) + + +# third matfile + +filepath = os.path.join(folder, 'data_3.mat') +matFile = loadmat(filepath) + +# real and imagined theta on top of spatial walks +HPC_L2D = matFile["HPC_L2D"] # in z, 7793 x 2 +HPC_R2D = matFile["HPC_R2D"] # in z, 7340 x 2 + +# Create table +walk_theta_table = DynamicTable( + name="walk_theta", + description="Theta for real and imagined walks aligned to average spatial coordinates of left and right walks" +) + +walk_theta_table.add_column( + name="walk_type", + description="Type of walk (real or imagined)" +) + + +walk_theta_table.add_column( + name="direction", + description="left or right route" +) + +walk_theta_table.add_column( + name="theta", + description="Z score theta", + index=True +) + + +walk_theta_table.add_row( + walk_type = "real", + direction = "left", + theta= HPC_L2D[:,0] +) + +walk_theta_table.add_row( + walk_type = "imagined", + direction = "left", + theta= HPC_L2D[:,1] +) + +walk_theta_table.add_row( + walk_type = "real", + direction = "right", + theta= HPC_R2D[:,0] +) + +walk_theta_table.add_row( + walk_type = "imagined", + direction = "right", + theta= HPC_R2D[:,1] +) + +analysis_module.add(walk_theta_table) + +# theta trials for P4 +theta_trials = matFile["Theta_trials"] # in z, + + +p4_theta_trials_series = TimeSeries( + name="P4_theta_trials", + description="Theta activity for all 35 individual trials for participant S4", + data=theta_trials, + starting_time=0.0, + rate = fs, + unit = "Z" +) + +ecephys_module.add(p4_theta_trials_series) + +# temporal consistency +cnsty_grp = matFile["cnsty_grp"] # + + +# Create table +corr_theta_table = DynamicTable( + name="corr_theta", + description="Correlation between the mean theta signals from different halves of participants' trials fo control, imagined, and real walks" +) + +corr_theta_table.add_column( + name="condition", + description="Condition label (control, imagined, real)" +) + +corr_theta_table.add_column( + name="correlation", + description="correlation value for each electrode in the experiment (across all participants) (18 x 1)" +) + + +corr_theta_table.add_row( + condition = "control", + correlation = cnsty_grp[:,0] +) + +corr_theta_table.add_row( + condition = "imagined", + correlation = cnsty_grp[:,1] +) + +corr_theta_table.add_row( + condition = "real", + correlation = cnsty_grp[:,2] +) + +analysis_module.add(corr_theta_table) + +filepath = os.path.join(folder, 'data_4.mat') +matFile = loadmat(filepath) + +route_mdl_R = matFile["route_mdl_R"] # right +route_mdl_L = matFile["route_mdl_L"] # left + +Walk_recon_R = matFile["Walk_recon_R"] # right +Walk_recon_L = matFile["Walk_recon_L"] # left + +Imag_recon_R = matFile["Imag_recon_R"] # right +Imag_recon_L = matFile["Imag_recon_L"] # left + +walk_pos_Lw = matFile["Walk_pos_Lw"] +walk_pos_Rw = matFile["Walk_pos_Rw"] +imag_pos_Lw = matFile["Imag_pos_Lw"] +imag_pos_Rw = matFile["Imag_pos_Rw"] + + + + + +route_models = DynamicTable( + name="route_models", + description="-sine and cosine route models for left and right walks for reconstructed real and imagined walks" +) + +route_models.add_column( + name="condition", + description="Condition label (baseline_model, imagined, real)" +) + +route_models.add_column( + name="model_type", + description="Type of route model (-sine, cosine)" +) + +route_models.add_column( + name="direction", + description="Direction of route model (left, right)" +) + +route_models.add_column( + name="theta_reconstruction", + description="theta recontsructions during the walkling routes (Z)", + index = True +) + +route_models.add_row( + condition = "baseline_model", + model_type = "-sine", + direction = "left", + theta_reconstruction = route_mdl_L[:,1] +) + +route_models.add_row( + condition = "baseline_model", + model_type = "cosine", + direction = "left", + theta_reconstruction = route_mdl_L[:,0] +) + +route_models.add_row( + condition = "baseline_model", + model_type = "-sine", + direction = "right", + theta_reconstruction = route_mdl_R[:,1] +) + +route_models.add_row( + condition = "baseline_model", + model_type = "cosine", + direction = "right", + theta_reconstruction = route_mdl_R[:,0] +) + +# -- real walks reconstruction -- # + +route_models.add_row( + condition = "real", + model_type = "-sine", + direction = "left", + theta_reconstruction = Walk_recon_L[:,1] +) + +route_models.add_row( + condition = "real", + model_type = "cosine", + direction = "left", + theta_reconstruction = Walk_recon_L[:,0] +) + +route_models.add_row( + condition = "real", + model_type = "-sine", + direction = "right", + theta_reconstruction = Walk_recon_R[:,1] +) + +route_models.add_row( + condition = "real", + model_type = "cosine", + direction = "right", + theta_reconstruction = Walk_recon_R[:,0] +) + +# -- imagined walks reconstruction -- # + +route_models.add_row( + condition = "imagined", + model_type = "-sine", + direction = "left", + theta_reconstruction = Imag_recon_L[:,1] +) + +route_models.add_row( + condition = "imagined", + model_type = "cosine", + direction = "left", + theta_reconstruction = Imag_recon_L[:,0] +) + +route_models.add_row( + condition = "imagined", + model_type = "-sine", + direction = "right", + theta_reconstruction = Imag_recon_R[:,1] +) + +route_models.add_row( + condition = "imagined", + model_type = "cosine", + direction = "right", + theta_reconstruction = Imag_recon_R[:,0] +) + +analysis_module.add(route_models) + + +reconstructed_route_reps = DynamicTable( + name="reconstructed_route_rep", + description="Reconstructed route representations of real-world and imagined navigation. Each data point represents data averaged over 0.5-s time bins, derived from data pooled across all channels." +) + +reconstructed_route_reps.add_column( + name="condition", + description="Condition label (control, imagined, real)" +) + +reconstructed_route_reps.add_column( + name="model_type", + description="Type of route model (-sine, cosine)" +) + +reconstructed_route_reps.add_column( + name="direction", + description="Direction of route model (left, right)" +) + +reconstructed_route_reps.add_column( + name="route_reconstruction", + description="reconstructed route representations using 0.5-s time bins of theta (Z)", + index = True +) + +reconstructed_route_reps.add_row( + condition = "real", + model_type = "-sine", + direction = "left", + route_reconstruction = walk_pos_Lw[:,1] +) + +reconstructed_route_reps.add_row( + condition = "real", + model_type = "-sine", + direction = "right", + route_reconstruction = walk_pos_Rw[:,1] +) + +reconstructed_route_reps.add_row( + condition = "real", + model_type = "cosine", + direction = "left", + route_reconstruction = walk_pos_Lw[:,0] +) + +reconstructed_route_reps.add_row( + condition = "real", + model_type = "cosine", + direction = "right", + route_reconstruction = walk_pos_Rw[:,0] +) + +# imageind reconstructed route representations + +reconstructed_route_reps.add_row( + condition = "imagined", + model_type = "-sine", + direction = "left", + route_reconstruction = imag_pos_Lw[:,1] +) + +reconstructed_route_reps.add_row( + condition = "imagined", + model_type = "-sine", + direction = "right", + route_reconstruction = imag_pos_Rw[:,1] +) + +reconstructed_route_reps.add_row( + condition = "imagined", + model_type = "cosine", + direction = "left", + route_reconstruction = imag_pos_Lw[:,0] +) + +reconstructed_route_reps.add_row( + condition = "imagined", + model_type = "cosine", + direction = "right", + route_reconstruction = imag_pos_Rw[:,0] +) + + +# control condition + + +ctrl_pos_Lw = matFile["Ctrl_pos_Lw"] +ctrl_pos_Rw = matFile["Ctrl_pos_Rw"] + + +reconstructed_route_reps.add_row( + condition = "control", + model_type = "-sine", + direction = "left", + route_reconstruction = ctrl_pos_Lw[:,1] +) + +reconstructed_route_reps.add_row( + condition = "control", + model_type = "-sine", + direction = "right", + route_reconstruction = ctrl_pos_Rw[:,1] +) + +reconstructed_route_reps.add_row( + condition = "control", + model_type = "cosine", + direction = "left", + route_reconstruction = ctrl_pos_Lw[:,0] +) + +reconstructed_route_reps.add_row( + condition = "control", + model_type = "cosine", + direction = "right", + route_reconstruction = ctrl_pos_Rw[:,0] +) + +# baseline models +route_mdl_Lw = matFile["route_mdl_Lw"] +route_mdl_Rw = matFile["route_mdl_Rw"] + + +reconstructed_route_reps.add_row( + condition = "baseline_model", + model_type = "-sine", + direction = "left", + route_reconstruction = route_mdl_Lw[:,1] +) + +reconstructed_route_reps.add_row( + condition = "baseline_model", + model_type = "-sine", + direction = "right", + route_reconstruction = route_mdl_Rw[:,1] +) + +reconstructed_route_reps.add_row( + condition = "baseline_model", + model_type = "cosine", + direction = "left", + route_reconstruction = route_mdl_Lw[:,0] +) + +reconstructed_route_reps.add_row( + condition = "baseline_model", + model_type = "cosine", + direction = "right", + route_reconstruction = route_mdl_Rw[:,0] +) + + +analysis_module.add(reconstructed_route_reps) + +N_seg = matFile["N_seg"][0,0] + +nwbfile.add_scratch( + int(N_seg), + name="n_seg", + description="number of segments", +) + + + + + +# theta seg + + + +rel_pos_theta_table = DynamicTable( + name="rel_pos_theta", + description="Theta activity for each segment of the route" +) + +# data +seg_ax = np.asarray(matFile["seg_ax"]).squeeze() # shape: (181,) +theta_seg = np.asarray(matFile["Theta_seg"]) # shape: (181, 18) + +# first column +rel_pos_theta_table.add_column( + name="segment_position", + description="Relative position along the segmented route (0 to 2pi)" +) + +# get electrode labels +electrode_labels = list(nwbfile.electrodes["label"][:theta_seg.shape[1]]) + +# one column per electrode +for label in electrode_labels: + rel_pos_theta_table.add_column( + name=f"theta_{label}", + description=f"Theta activity (z) for electrode {label}" + ) + +# add one row per segment +for r in range(len(seg_ax)): + row_dict = { + "segment_position": float(seg_ax[r]) + } + + for c, label in enumerate(electrode_labels): + row_dict[f"theta_{label}"] = float(theta_seg[r, c]) + + rel_pos_theta_table.add_row(**row_dict) + +analysis_module.add(rel_pos_theta_table) + + +# probabilities actual vs estimated position +lin_ax = np.asarray(matFile["lin_ax"]).squeeze() +H2D_imag = np.asarray(matFile["H2D_imag"]) +H2D_ctrl = np.asarray(matFile["H2D_ctrl"]) +H2D_walk = np.asarray(matFile["H2D_walk"]) + +prob_map_table = DynamicTable( + name="route_probability_maps", + description="2D route-position probability maps stored row-wise by condition" +) + + +prob_map_table.add_column( + name="lin_ax", + description="Route position in percent from 0 to 100, shared by rows and columns" +) + +prob_map_table.add_column( + name="H2D_imag", + description="2D probability map for imagined walks, rows and columns corresopnd to lin_ax", + index=True +) + +prob_map_table.add_column( + name="H2D_ctrl", + description="2D probability map for control walks, rows and columns corresopnd to lin_ax", + index=True +) + +prob_map_table.add_column( + name="H2D_walk", + description="2D probability map for walked routes, rows and columns corresopnd to lin_ax", + index=True +) + +prob_map_table.add_row( + lin_ax=lin_ax, + H2D_imag=H2D_imag, + H2D_ctrl=H2D_ctrl, + H2D_walk=H2D_walk +) + +analysis_module.add(prob_map_table) + +# error histograms + +ph_ax = np.asarray(matFile["ph_ax"]).squeeze() + +err_walk = np.asarray(matFile["err_walk"]).squeeze() +err_imag = np.asarray(matFile["err_imag"]).squeeze() +err_ctrl = np.asarray(matFile["err_ctrl"]).squeeze() + +n_left = 7327 +n_right = 7748 +n_total = n_left + n_right + + +err_walk_left = err_walk[:n_left] +err_walk_right = err_walk[n_left:] +err_imag_left = err_imag[:n_left] +err_imag_right = err_imag[n_left:] +err_ctrl_left = err_ctrl[:n_left] +err_ctrl_right = err_ctrl[n_left:] + + +def complex_to_2columns(arr): + arr_2col = np.stack((np.real(arr), np.imag(arr)), axis=-1) + return arr_2col + +circular_error_table = DynamicTable( + name="circular_reconstruction_error", + description=( + "Complex-valued circular reconstruction error data with shared circular axis. first number is real part, second number is imaginary part. " + "The ph_ax vector defines the circular histogram axis in radians." + ) +) + +circular_error_table.add_column( + name="ph_ax", + description="Circular histogram bin edges in radians, approximately spanning -3 to 3", + index=True +) + +circular_error_table.add_column( + name="err_walk_left", + description="Complex circular reconstruction error values for walking condition, left routes stored as Nx2, where first column is real part and second column is the imaginary part", + index=True +) + +circular_error_table.add_column( + name="err_walk_right", + description="Complex circular reconstruction error values for walking condition, right routes stored as Nx2, where first column is real part and second column is the imaginary part", + index=True +) + +circular_error_table.add_column( + name="err_imag_left", + description="Complex circular reconstruction error values for imagined condition, left routes", + index=True +) + +circular_error_table.add_column( + name="err_imag_right", + description="Complex circular reconstruction error values for imagined condition, right routes", + index=True +) + +circular_error_table.add_column( + name="err_ctrl_left", + description="Complex circular reconstruction error values for control condition, left routes", + index=True +) + +circular_error_table.add_column( + name="err_ctrl_right", + description="Complex circular reconstruction error values for control condition, right routes", + index=True +) + +# circular_error_table.add_row( +# ph_ax=ph_ax, +# err_walk_left=err_walk_left, +# err_walk_right=err_walk_right, +# err_imag_left=err_imag_left, +# err_imag_right=err_imag_right, +# err_ctrl_left=err_ctrl_left, +# err_ctrl_right=err_ctrl_right +# ) + +# Add one row: store complex data as real+imag paired columns +circular_error_table.add_row( + ph_ax=ph_ax, + err_walk_left=complex_to_2columns(err_walk_left), + err_walk_right=complex_to_2columns(err_walk_right), + err_imag_left=complex_to_2columns(err_imag_left), + err_imag_right=complex_to_2columns(err_imag_right), + err_ctrl_left=complex_to_2columns(err_ctrl_left), + err_ctrl_right=complex_to_2columns(err_ctrl_right) +) + + +analysis_module.add(circular_error_table) + +## ----- Save NWB ----- ## +# Get the default backend configuration +backend_configuration = get_default_backend_configuration(nwbfile, backend="hdf5") + + + +# Apply gzip compression with zstd compressor to all datasets +backend_configuration.apply_global_compression( + compression_method="gzip", + compression_options={ + "compression_opts": 4 # gzip level: 1 (fastest) to 9 (smallest) + }, +) + +nwbfile_path = os.path.join(saveNWBFolder, "Zenodo_compressed_groupSubject.nwb") + +configure_and_write_nwbfile( + nwbfile, nwbfile_path=nwbfile_path, backend_configuration=backend_configuration +) + diff --git a/seeber-suthana-2024/citation.cff b/seeber-suthana-2024/citation.cff new file mode 100644 index 0000000..630ba2f --- /dev/null +++ b/seeber-suthana-2024/citation.cff @@ -0,0 +1,43 @@ +cff-version: 1.2.0 +message: "If you use this version of the software or dataset, please cite it as below." +title: "Human neural dynamics of real-world and imagined navigation (NWB)" +type: dataset +authors: + - family-names: "Seeber" + given-names: "Martin" + email: "martin.seeber@duke.edu" + - family-names: "Stangl" + given-names: "Matthias" + - family-names: "Vallejo" + given-names: "Mauricio" + - family-names: "Topalovic" + given-names: "Uros" + - family-names: "Hiller" + given-names: "Sonja" + - family-names: "Halpern" + given-names: "Casey H." + - family-names: "Langevin" + given-names: "Jean-Philippe" + - family-names: "Rao" + given-names: "Vikram R." + - family-names: "Fried" + given-names: "Itzhak" + - family-names: "Eliashiv" + given-names: "Dawn" + - family-names: "Suthana" + given-names: "Nanthia" + email: "nanthia.suthana@duke.edu" +identifiers: + - type: other + value: "data-curator-1" + description: "Data curator: Neha Thomas" + - type: other + value: "data-curator-2" + description: "Data curator: Cody Baker" +keywords: + - neuroscience + - electrophysiology + - intracranial-recordings +license: "CC-BY-4.0" +version: "1.0.0" +date-released: "2026-04-29" \ No newline at end of file diff --git a/seeber-suthana-2024/code/README.md b/seeber-suthana-2024/code/README.md new file mode 100644 index 0000000..fb5377a --- /dev/null +++ b/seeber-suthana-2024/code/README.md @@ -0,0 +1,10 @@ +# Seeber-Suthana-2026 (Code) + +This directory contains all essential code for reproducing the figures from the associated manuscript. + +The `notebook-figures` contains the interactive Jupyter notebook developed by Neha Thomas. +The notebook is recommended for users wanting to actively explore the data, though the code is not guaranteed to work in perpetuity as software dependencies within a live environment may change over time. + +The `generate-figures` subdirectory contains standalone scripts which output the data and PNG file for each individual figure. +These scripts are recommended for users wanting to verify reproducibility in the most precise, systematic way. +- These outputs are stored in the `../derivatives` directory of the BIDS study dataset. diff --git a/seeber-suthana-2024/code/generate-figures/README.md b/seeber-suthana-2024/code/generate-figures/README.md new file mode 100644 index 0000000..884670c --- /dev/null +++ b/seeber-suthana-2024/code/generate-figures/README.md @@ -0,0 +1,5 @@ +# Generating figures + +These modular scripts are meant to be run using the seeber-suthana-2024 Docker image (or any adapted container technology). + +# TODO: Add instructions for running the scripts, e.g.: diff --git a/seeber-suthana-2024/code/generate-figures/fig_1a.py b/seeber-suthana-2024/code/generate-figures/fig_1a.py new file mode 100644 index 0000000..d60c4ec --- /dev/null +++ b/seeber-suthana-2024/code/generate-figures/fig_1a.py @@ -0,0 +1,57 @@ +import json +import os +import numpy as np +import matplotlib.pyplot as plt +from pynwb import read_nwb + +NWB_PATH = "Zenodo_compressed_groupSubject.nwb" +OUT_DIR = "outputs" +os.makedirs(OUT_DIR, exist_ok=True) + +CLR = np.array([ + (0, 0.447, 0.741), + (0.301, 0.745, 0.933), +]) + +def to_serializable(obj): + if isinstance(obj, np.ndarray): + return obj.tolist() + if isinstance(obj, (np.floating, np.integer)): + return obj.item() + return obj + +def save_json(data, path): + with open(path, "w") as f: + json.dump({k: to_serializable(v) for k, v in data.items()}, f, indent=2) + +# --- Load data --- +nwbfile = read_nwb(NWB_PATH) +route_table = nwbfile.processing["task"]["instructed_routes"] +route_names = route_table["direction"][:] + +left_idx = np.where(route_names == "left")[0][0] +right_idx = np.where(route_names == "right")[0][0] + +x_left = np.asarray(route_table["x_coordinates"][left_idx]) +y_left = np.asarray(route_table["y_coordinates"][left_idx]) +x_right = np.asarray(route_table["x_coordinates"][right_idx]) +y_right = np.asarray(route_table["y_coordinates"][right_idx]) + +# --- Dump plotting data --- +save_json({ + "x_left": x_left, "y_left": y_left, + "x_right": x_right, "y_right": y_right, + "color_left": CLR[1].tolist(), + "color_right": CLR[0].tolist(), +}, os.path.join(OUT_DIR, "fig_1a_instructed_routes.json")) + +# --- Plot --- +plt.figure() +plt.plot(x_left, y_left, color=CLR[1], linewidth=4, label="left") +plt.plot(x_right, y_right, color=CLR[0], linewidth=4, label="right") +plt.xlim([-8, 8]); plt.ylim([-7.5, 7.5]) +plt.xticks(np.arange(-8, 9, 2)); plt.yticks(np.arange(-6, 7, 2)) +plt.xlabel("space [m]"); plt.ylabel("space [m]") +plt.legend() +plt.savefig(os.path.join(OUT_DIR, "fig_1a_instructed_routes.png"), dpi=150, bbox_inches="tight") +plt.close() \ No newline at end of file diff --git a/seeber-suthana-2024/code/generate-figures/fig_1b.py b/seeber-suthana-2024/code/generate-figures/fig_1b.py new file mode 100644 index 0000000..f916fc8 --- /dev/null +++ b/seeber-suthana-2024/code/generate-figures/fig_1b.py @@ -0,0 +1,50 @@ +import json +import os +import numpy as np +import matplotlib.pyplot as plt +from pynwb import read_nwb + +NWB_PATH = "Zenodo_compressed_groupSubject.nwb" +OUT_DIR = "outputs" +os.makedirs(OUT_DIR, exist_ok=True) + +CLR_THETA = (0.494, 0.184, 0.556) +GREY = (0.7, 0.7, 0.7) + +def save_json(data, path): + def conv(o): + if isinstance(o, np.ndarray): return o.tolist() + if isinstance(o, (np.floating, np.integer)): return o.item() + return o + with open(path, "w") as f: + json.dump({k: conv(v) for k, v in data.items()}, f, indent=2) + +nwbfile = read_nwb(NWB_PATH) + +ts_obj = nwbfile.processing["ecephys"]["processed_broadband_iEEG"] +iEEG = np.asarray(ts_obj.data[:]) +theta = np.asarray(nwbfile.processing["ecephys"]["processed_theta_iEEG"].data[:]) +ts = ts_obj.starting_time + np.arange(iEEG.shape[0]) / ts_obj.rate + +yoff = np.array([12, 4, -4, -12]) +iEEG_off = iEEG + yoff +theta_off = theta + yoff + +save_json({ + "ts": ts, + "iEEG_offset": iEEG_off, + "theta_offset": theta_off, + "y_offsets": yoff, + "color_iEEG": list(GREY), + "color_theta": list(CLR_THETA), +}, os.path.join(OUT_DIR, "fig_1b_iEEG_example.json")) + +plt.figure(figsize=(14, 4)) +plt.plot(ts, iEEG_off, color=GREY, linewidth=4) +plt.plot(ts, theta_off, color=CLR_THETA, linewidth=4) +plt.ylim([-17, 17]) +plt.xticks(np.arange(0, 6, 1)) +plt.yticks([]) +plt.xlabel("time [s]"); plt.ylabel("iEEG [z]") +plt.savefig(os.path.join(OUT_DIR, "fig_1b_iEEG_example.png"), dpi=150, bbox_inches="tight") +plt.close() \ No newline at end of file diff --git a/seeber-suthana-2024/code/generate-figures/fig_2a.py b/seeber-suthana-2024/code/generate-figures/fig_2a.py new file mode 100644 index 0000000..e1397ad --- /dev/null +++ b/seeber-suthana-2024/code/generate-figures/fig_2a.py @@ -0,0 +1,55 @@ +import json +import os +import numpy as np +import matplotlib.pyplot as plt +from pynwb import read_nwb + +NWB_PATH = "Zenodo_compressed_groupSubject.nwb" +OUT_DIR = "outputs" +os.makedirs(OUT_DIR, exist_ok=True) + +CLR_LEFT = (0.301, 0.745, 0.933) +CLR_RIGHT = (0, 0.447, 0.741) + +def save_json(data, path): + def conv(o): + if isinstance(o, np.ndarray): return o.tolist() + if isinstance(o, list): return [conv(x) for x in o] + if isinstance(o, (np.floating, np.integer)): return o.item() + return o + with open(path, "w") as f: + json.dump({k: conv(v) for k, v in data.items()}, f, indent=2) + +nwbfile = read_nwb(NWB_PATH) +avg_walk = nwbfile.processing["behavior"]["average_walks"] +route_names = np.array(avg_walk["direction"][:]) +left_idxs = np.where(route_names == "left")[0] +right_idxs = np.where(route_names == "right")[0] + +left_walks = [(np.asarray(avg_walk["x_coordinates"][i]), + np.asarray(avg_walk["y_coordinates"][i])) for i in left_idxs] +right_walks = [(np.asarray(avg_walk["x_coordinates"][i]), + np.asarray(avg_walk["y_coordinates"][i])) for i in right_idxs] + +save_json({ + "left_x": [w[0] for w in left_walks], + "left_y": [w[1] for w in left_walks], + "right_x": [w[0] for w in right_walks], + "right_y": [w[1] for w in right_walks], + "color_left": list(CLR_LEFT), + "color_right": list(CLR_RIGHT), +}, os.path.join(OUT_DIR, "fig_2a_average_walks.json")) + +plt.figure(figsize=(7, 7)) +for i, (x, y) in enumerate(left_walks): + plt.plot(x, y, color=CLR_LEFT, linewidth=2, alpha=0.5, + label="left" if i == 0 else None) +for i, (x, y) in enumerate(right_walks): + plt.plot(x, y, color=CLR_RIGHT, linewidth=2, alpha=0.5, + label="right" if i == 0 else None) +plt.xlim([-8, 8]); plt.ylim([-7.5, 7.5]) +plt.xticks(np.arange(-8, 9, 2)); plt.yticks(np.arange(-6, 7, 2)) +plt.xlabel("space [m]"); plt.ylabel("space [m]") +plt.legend(); plt.axis("equal") +plt.savefig(os.path.join(OUT_DIR, "fig_2a_average_walks.png"), dpi=150, bbox_inches="tight") +plt.close() \ No newline at end of file diff --git a/seeber-suthana-2024/code/generate-figures/fig_2c.py b/seeber-suthana-2024/code/generate-figures/fig_2c.py new file mode 100644 index 0000000..f073239 --- /dev/null +++ b/seeber-suthana-2024/code/generate-figures/fig_2c.py @@ -0,0 +1,83 @@ +import json +import os +import numpy as np +import matplotlib.pyplot as plt +from pynwb import read_nwb + +NWB_PATH = "Zenodo_compressed_groupSubject.nwb" +OUT_DIR = "outputs" +os.makedirs(OUT_DIR, exist_ok=True) + +def save_json(data, path): + def conv(o): + if isinstance(o, np.ndarray): return o.tolist() + if isinstance(o, (np.floating, np.integer)): return o.item() + return o + with open(path, "w") as f: + json.dump({k: conv(v) for k, v in data.items()}, f, indent=2) + +def quant(arr, inc): + return np.round(arr / inc) * inc + +def track2img(track, vals, x, z, brush=0, img_2d=None): + track = np.asarray(track); vals = np.asarray(vals) + if vals.ndim == 1: vals = vals[:, None] + n_chan = vals.shape[1] + if img_2d is None: + img_2d = np.full((len(x), len(z), n_chan), np.nan) + for i in range(track.shape[0]): + xi = np.argmin(np.abs(x - track[i, 0])) + zi = np.argmin(np.abs(z - track[i, 1])) + x0, x1 = max(0, xi - brush), min(len(x), xi + brush + 1) + z0, z1 = max(0, zi - brush), min(len(z), zi + brush + 1) + for c in range(n_chan): + patch = img_2d[x0:x1, z0:z1, c] + v = vals[i, c] + img_2d[x0:x1, z0:z1, c] = np.where(np.isnan(patch), v, (patch + v) / 2) + return img_2d + +nwbfile = read_nwb(NWB_PATH) + +avg_walk = nwbfile.processing["behavior"]["average_walks"] +dirs_w = np.array(avg_walk["direction"][:]) +li = np.where(dirs_w == "left")[0]; ri = np.where(dirs_w == "right")[0] +left_x = np.vstack([np.array(avg_walk["x_coordinates"][i]) for i in li]).mean(0) +left_y = np.vstack([np.array(avg_walk["y_coordinates"][i]) for i in li]).mean(0) +right_x = np.vstack([np.array(avg_walk["x_coordinates"][i]) for i in ri]).mean(0) +right_y = np.vstack([np.array(avg_walk["y_coordinates"][i]) for i in ri]).mean(0) + +theta_tbl = nwbfile.processing["analysis"]["walking_spatial_theta"] +dirs = np.array(theta_tbl["direction"][:]) +theta_left = np.array(theta_tbl["theta"][np.where(dirs == "left")[0][0]]).squeeze() +theta_right = np.array(theta_tbl["theta"][np.where(dirs == "right")[0][0]]).squeeze() + +dim, inc = 8, 0.01 +z = np.arange(-dim, dim + inc, inc); x = z.copy() +left_track = quant(np.column_stack((left_x, left_y)), inc) +right_track = quant(np.column_stack((right_x, right_y)), inc) + +img = track2img(right_track, theta_right, x, z, brush=17) +img = track2img(left_track, theta_left, x, z, brush=17, img_2d=img) +img = np.squeeze(img) + +save_json({ + "image": img, + "x_axis": x, + "z_axis": z, + "extent": [x[0], x[-1], z[0], z[-1]], + "vmin": -3, "vmax": 3, + "cmap": "jet", +}, os.path.join(OUT_DIR, "fig_2c_theta_trajectories.json")) + +fig, ax = plt.subplots(figsize=(6.55, 4.45)) +im = ax.imshow(np.ma.masked_invalid(img.T), + extent=[x[0], x[-1], z[0], z[-1]], + origin="lower", aspect="equal", cmap="jet", vmin=-3, vmax=3) +ax.set_xlim([-8, 8]); ax.set_ylim([-7.5, 7.5]) +ax.set_xticks(np.arange(-8, 9, 2)); ax.set_yticks(np.arange(-6, 7, 2)) +ax.set_xlabel("space [m]"); ax.set_ylabel("space [m]") +ax.tick_params(labelsize=18) +cbar = fig.colorbar(im, ax=ax); cbar.set_label("theta [z]") +plt.tight_layout() +plt.savefig(os.path.join(OUT_DIR, "fig_2c_theta_trajectories.png"), dpi=150, bbox_inches="tight") +plt.close() \ No newline at end of file diff --git a/seeber-suthana-2024/code/generate-figures/fig_2d.py b/seeber-suthana-2024/code/generate-figures/fig_2d.py new file mode 100644 index 0000000..8bd5a39 --- /dev/null +++ b/seeber-suthana-2024/code/generate-figures/fig_2d.py @@ -0,0 +1,57 @@ +import json +import os +import numpy as np +import matplotlib.pyplot as plt +from pynwb import read_nwb + +NWB_PATH = "Zenodo_compressed_groupSubject.nwb" +OUT_DIR = "outputs" +os.makedirs(OUT_DIR, exist_ok=True) + +CLR = np.array([ + (0, 0.447, 0.741), + (0.301, 0.745, 0.933), + (0.466, 0.674, 0.188), +]) + +def save_json(data, path): + def conv(o): + if isinstance(o, np.ndarray): return o.tolist() + if isinstance(o, (np.floating, np.integer)): return o.item() + return o + with open(path, "w") as f: + json.dump({k: conv(v) for k, v in data.items()}, f, indent=2) + +nwbfile = read_nwb(NWB_PATH) + +avg_theta = nwbfile.processing["ecephys"]["avg_theta_turns"] +sem_obj = nwbfile.processing["ecephys"]["avg_theta_turns_sem"] +v_turn = nwbfile.processing["behavior"]["hip_speed"]["hip_speed_turns"] +dPhi = nwbfile.processing["behavior"]["hip_angular_velocity"]["hip_angular_velocity_turns"] + +Fs = avg_theta.rate +theta = np.squeeze(np.asarray(avg_theta.data[:])) +sem = np.squeeze(np.asarray(sem_obj.data[:])) +v = np.squeeze(np.asarray(v_turn.data[:])) +w = np.squeeze(np.asarray(dPhi.data[:])) +t = np.arange(-3, 1 + 1/Fs, 1/Fs)[:theta.shape[0]] + +save_json({ + "t": t, "theta": theta, "theta_sem": sem, + "speed": v, "angular_velocity": w, + "color_theta": CLR[0].tolist(), + "color_speed": CLR[1].tolist(), + "color_omega": CLR[2].tolist(), +}, os.path.join(OUT_DIR, "fig_2d_theta_turns.json")) + +fig, ax = plt.subplots(figsize=(5.5, 4.5)) +ax.plot(t, theta, linewidth=2, color=CLR[0], label="theta [z]") +ax.fill_between(t, theta - sem, theta + sem, color=CLR[0], alpha=0.3) +ax.plot(t, v, linewidth=2, color=CLR[1], label="v [m/s]") +ax.plot(t, w, linewidth=2, color=CLR[2], label="\u03c9 [\N{DEGREE SIGN}/s]") +ax.grid(True); ax.set_xlim([-3, 1]); ax.axvline(0, color="k") +ax.set_ylim([-0.4, 1.2]); ax.set_yticks(np.arange(-0.4, 1.21, 0.4)) +ax.set_xlabel("time [s]"); ax.tick_params(labelsize=18); ax.legend(loc="upper left") +plt.tight_layout() +plt.savefig(os.path.join(OUT_DIR, "fig_2d_theta_turns.png"), dpi=150, bbox_inches="tight") +plt.close() \ No newline at end of file diff --git a/seeber-suthana-2024/code/generate-figures/fig_3a_3c.py b/seeber-suthana-2024/code/generate-figures/fig_3a_3c.py new file mode 100644 index 0000000..47e35ef --- /dev/null +++ b/seeber-suthana-2024/code/generate-figures/fig_3a_3c.py @@ -0,0 +1,93 @@ +import json +import os +import numpy as np +import matplotlib.pyplot as plt +from pynwb import read_nwb + +NWB_PATH = "Zenodo_compressed_groupSubject.nwb" +OUT_DIR = "outputs" +os.makedirs(OUT_DIR, exist_ok=True) + +def save_json(data, path): + def conv(o): + if isinstance(o, np.ndarray): return o.tolist() + if isinstance(o, (np.floating, np.integer)): return o.item() + return o + with open(path, "w") as f: + json.dump({k: conv(v) for k, v in data.items()}, f, indent=2) + +def quant(arr, inc): + return np.round(arr / inc) * inc + +def track2img(track, vals, x, z, brush=0, img_2d=None): + track = np.asarray(track); vals = np.asarray(vals) + if vals.ndim == 1: vals = vals[:, None] + n_chan = vals.shape[1] + if img_2d is None: + img_2d = np.full((len(x), len(z), n_chan), np.nan) + for i in range(track.shape[0]): + xi = np.argmin(np.abs(x - track[i, 0])) + zi = np.argmin(np.abs(z - track[i, 1])) + x0, x1 = max(0, xi - brush), min(len(x), xi + brush + 1) + z0, z1 = max(0, zi - brush), min(len(z), zi + brush + 1) + for c in range(n_chan): + patch = img_2d[x0:x1, z0:z1, c] + v = vals[i, c] + img_2d[x0:x1, z0:z1, c] = np.where(np.isnan(patch), v, (patch + v) / 2) + return img_2d + +nwbfile = read_nwb(NWB_PATH) + +avg_walk = nwbfile.processing["behavior"]["average_walks"] +dirs_w = np.array(avg_walk["direction"][:]) +li = np.where(dirs_w == "left")[0]; ri = np.where(dirs_w == "right")[0] +lx = np.vstack([np.array(avg_walk["x_coordinates"][i]) for i in li]).mean(0) +ly = np.vstack([np.array(avg_walk["y_coordinates"][i]) for i in li]).mean(0) +rx = np.vstack([np.array(avg_walk["x_coordinates"][i]) for i in ri]).mean(0) +ry = np.vstack([np.array(avg_walk["y_coordinates"][i]) for i in ri]).mean(0) + +dim, inc = 8, 0.01 +z = np.arange(-dim, dim + inc, inc); x = z.copy() +left_track = quant(np.column_stack((lx, ly)), inc) +right_track = quant(np.column_stack((rx, ry)), inc) + +walk_theta = nwbfile.processing["analysis"]["walk_theta"] +direction = np.array(walk_theta["direction"][:]) +walk_type = np.array(walk_theta["walk_type"][:]) + +def pick(d, w): + return np.where((direction == d) & (walk_type == w))[0][0] + +theta_lr = np.array(walk_theta["theta"][pick("left", "real")]).squeeze() +theta_rr = np.array(walk_theta["theta"][pick("right", "real")]).squeeze() +theta_li = np.array(walk_theta["theta"][pick("left", "imagined")]).squeeze() +theta_ri = np.array(walk_theta["theta"][pick("right", "imagined")]).squeeze() + +def render(theta_l, theta_r, tag, title): + img = track2img(right_track, theta_r, x, z, brush=17) + img = track2img(left_track, theta_l, x, z, brush=17, img_2d=img) + img = np.squeeze(img) + + save_json({ + "image": img, + "x_axis": x, "z_axis": z, + "extent": [x[0], x[-1], z[0], z[-1]], + "vmin": -3, "vmax": 3, "cmap": "jet", + "title": title, + }, os.path.join(OUT_DIR, f"fig_3ac_{tag}.json")) + + fig, ax = plt.subplots(figsize=(6.55, 4.45)) + im = ax.imshow(np.ma.masked_invalid(img.T), + extent=[x[0], x[-1], z[0], z[-1]], + origin="lower", aspect="equal", cmap="jet", vmin=-3, vmax=3) + ax.set_xlim([-8, 8]); ax.set_ylim([-7.5, 7.5]) + ax.set_xticks(np.arange(-8, 9, 2)); ax.set_yticks(np.arange(-6, 7, 2)) + ax.set_xlabel("space [m]"); ax.set_ylabel("space [m]") + ax.tick_params(labelsize=18) + cbar = fig.colorbar(im, ax=ax); cbar.set_label("theta [z]") + plt.title(title); plt.tight_layout() + plt.savefig(os.path.join(OUT_DIR, f"fig_3ac_{tag}.png"), dpi=150, bbox_inches="tight") + plt.close() + +render(theta_lr, theta_rr, "real", "Real-world") +render(theta_li, theta_ri, "imagined", "Imagined") \ No newline at end of file diff --git a/seeber-suthana-2024/code/generate-figures/fig_3d_3d.py b/seeber-suthana-2024/code/generate-figures/fig_3d_3d.py new file mode 100644 index 0000000..278f249 --- /dev/null +++ b/seeber-suthana-2024/code/generate-figures/fig_3d_3d.py @@ -0,0 +1,79 @@ +import json +import os +import numpy as np +import matplotlib.pyplot as plt +from pynwb import read_nwb + +NWB_PATH = "Zenodo_compressed_groupSubject.nwb" +OUT_DIR = "outputs" +os.makedirs(OUT_DIR, exist_ok=True) + +CLR = np.array([ + (0, 0.447, 0.741), + (0.301, 0.745, 0.933), + (0.466, 0.674, 0.188), +]) + +def save_json(data, path): + def conv(o): + if isinstance(o, np.ndarray): return o.tolist() + if isinstance(o, (np.floating, np.integer)): return o.item() + return o + with open(path, "w") as f: + json.dump({k: conv(v) for k, v in data.items()}, f, indent=2) + +nwbfile = read_nwb(NWB_PATH) +corr_df = nwbfile.processing["analysis"]["corr_theta"].to_dataframe() + +ctrl = np.asarray(corr_df.loc[corr_df["condition"] == "control", "correlation"].iloc[0]) +imag = np.asarray(corr_df.loc[corr_df["condition"] == "imagined", "correlation"].iloc[0]) +walks = np.asarray(corr_df.loc[corr_df["condition"] == "real", "correlation"].iloc[0]) +data = np.column_stack([ctrl, imag, walks]) +swarm_colors = CLR[[2, 1, 0], :] + +# --- 3d swarm --- +xpos = np.array([1, 2, 3]) +rng = np.random.default_rng(0) +jitter_width = 0.08 +jittered_x = [] +for i in range(3): + jittered_x.append(np.full(data.shape[0], xpos[i], dtype=float) + + rng.uniform(-jitter_width, jitter_width, data.shape[0])) + +save_json({ + "ctrl": ctrl, "imag": imag, "walks": walks, + "data_columns": data, + "x_positions": xpos, + "jittered_x": np.array(jittered_x), + "colors": swarm_colors, + "labels": ["ctrl", "imag", "walks"], +}, os.path.join(OUT_DIR, "fig_3d_corr_swarm.json")) + +fig, ax = plt.subplots(figsize=(5.5, 4.5), dpi=100) +for i in range(3): + ax.scatter(jittered_x[i], data[:, i], s=50, facecolors='none', + edgecolors=[swarm_colors[i]], linewidths=2, marker='o') +ax.grid(True); ax.set_xticks([1, 2, 3]) +ax.set_xticklabels(['ctrl', 'imag', 'walks']) +ax.set_yticks(np.arange(-0.4, 0.41, 0.2)); ax.set_ylim(-0.5, 0.5) +ax.set_ylabel('corr', fontsize=18); ax.tick_params(labelsize=18) +fig.tight_layout() +plt.savefig(os.path.join(OUT_DIR, "fig_3d_corr_swarm.png"), dpi=150, bbox_inches="tight") +plt.close() + +# --- 3e scatter --- +save_json({ + "imag": data[:, 1], "real": data[:, 2], + "color": CLR[0].tolist(), +}, os.path.join(OUT_DIR, "fig_3e_corr_scatter.json")) + +fig, ax = plt.subplots(figsize=(5.5, 4.7), dpi=100) +ax.plot(data[:, 1], data[:, 2], 'o', linewidth=2, + markerfacecolor='none', markeredgecolor=CLR[0], markeredgewidth=2) +ax.set_xlim(-0.1, 0.4); ax.set_ylim(-0.1, 0.5); ax.grid(True) +ax.set_xlabel('imagined walks', fontsize=18) +ax.set_ylabel('real-world walks', fontsize=18) +ax.tick_params(labelsize=18) +fig.tight_layout() +plt.savefig(os.path.join(OUT_DIR, "fig_3e_corr_scatter.png"), dpi=150, bbox_inches="tight") +plt.close() \ No newline at end of file diff --git a/seeber-suthana-2024/code/generate-figures/fig_4a_4b_4c.py b/seeber-suthana-2024/code/generate-figures/fig_4a_4b_4c.py new file mode 100644 index 0000000..d0585c3 --- /dev/null +++ b/seeber-suthana-2024/code/generate-figures/fig_4a_4b_4c.py @@ -0,0 +1,93 @@ +import json +import os +import numpy as np +import matplotlib.pyplot as plt +from pynwb import read_nwb + +NWB_PATH = "Zenodo_compressed_groupSubject.nwb" +OUT_DIR = "outputs" +os.makedirs(OUT_DIR, exist_ok=True) + +def save_json(data, path): + def conv(o): + if isinstance(o, np.ndarray): return o.tolist() + if isinstance(o, (np.floating, np.integer)): return o.item() + return o + with open(path, "w") as f: + json.dump({k: conv(v) for k, v in data.items()}, f, indent=2) + +def quant(arr, inc): + return np.round(arr / inc) * inc + +def track2img(track, vals, x, z, brush=0, img_2d=None): + track = np.asarray(track); vals = np.asarray(vals) + if vals.ndim == 1: vals = vals[:, None] + n_chan = vals.shape[1] + if img_2d is None: + img_2d = np.full((len(x), len(z), n_chan), np.nan) + for i in range(track.shape[0]): + xi = np.argmin(np.abs(x - track[i, 0])) + zi = np.argmin(np.abs(z - track[i, 1])) + x0, x1 = max(0, xi - brush), min(len(x), xi + brush + 1) + z0, z1 = max(0, zi - brush), min(len(z), zi + brush + 1) + for c in range(n_chan): + patch = img_2d[x0:x1, z0:z1, c] + v = vals[i, c] + img_2d[x0:x1, z0:z1, c] = np.where(np.isnan(patch), v, (patch + v) / 2) + return img_2d + +nwbfile = read_nwb(NWB_PATH) + +avg_walk = nwbfile.processing["behavior"]["average_walks"] +dirs_w = np.array(avg_walk["direction"][:]) +li = np.where(dirs_w == "left")[0]; ri = np.where(dirs_w == "right")[0] +lx = np.vstack([np.array(avg_walk["x_coordinates"][i]) for i in li]).mean(0) +ly = np.vstack([np.array(avg_walk["y_coordinates"][i]) for i in li]).mean(0) +rx = np.vstack([np.array(avg_walk["x_coordinates"][i]) for i in ri]).mean(0) +ry = np.vstack([np.array(avg_walk["y_coordinates"][i]) for i in ri]).mean(0) + +dim, inc = 8, 0.01 +z = np.arange(-dim, dim + inc, inc); x = z.copy() +left_track = quant(np.column_stack((lx, ly)), inc) +right_track = quant(np.column_stack((rx, ry)), inc) + +tbl = nwbfile.processing["analysis"]["route_models"] + +def get(condition, direction, model="-sine"): + idx = np.where((tbl["condition"][:] == condition) & + (tbl["model_type"][:] == model) & + (tbl["direction"][:] == direction))[0][0] + return np.array(tbl["theta_reconstruction"][idx]).squeeze() + +def render(theta_l, theta_r, tag, title): + img = track2img(right_track, theta_r, x, z, brush=17) + img = track2img(left_track, theta_l, x, z, brush=17, img_2d=img) + img = np.squeeze(img) + + save_json({ + "image": img, + "x_axis": x, "z_axis": z, + "extent": [x[0], x[-1], z[0], z[-1]], + "vmin": -3, "vmax": 3, "cmap": "jet", + "title": title, + }, os.path.join(OUT_DIR, f"fig_4_{tag}.json")) + + fig, ax = plt.subplots(figsize=(6.55, 4.45)) + im = ax.imshow(np.ma.masked_invalid(img.T), + extent=[x[0], x[-1], z[0], z[-1]], + origin="lower", aspect="equal", cmap="jet", vmin=-3, vmax=3) + ax.set_xlim([-8, 8]); ax.set_ylim([-7.5, 7.5]) + ax.set_xticks(np.arange(-8, 9, 2)); ax.set_yticks(np.arange(-6, 7, 2)) + ax.set_xlabel("space [m]"); ax.set_ylabel("space [m]") + ax.tick_params(labelsize=18) + cbar = fig.colorbar(im, ax=ax); cbar.set_label("theta [z]") + plt.title(title); plt.tight_layout() + plt.savefig(os.path.join(OUT_DIR, f"fig_4_{tag}.png"), dpi=150, bbox_inches="tight") + plt.close() + +render(get("baseline_model", "left"), get("baseline_model", "right"), + "4a_baseline_model", "-sine route model") +render(get("real", "left"), get("real", "right"), + "4b_real_reconstruction", "Real-world, reconstruction") +render(get("imagined", "left"), get("imagined", "right"), + "4c_imagined_reconstruction", "Imagined, reconstruction") \ No newline at end of file diff --git a/seeber-suthana-2024/code/generate-figures/fig_4d.py b/seeber-suthana-2024/code/generate-figures/fig_4d.py new file mode 100644 index 0000000..4b3f202 --- /dev/null +++ b/seeber-suthana-2024/code/generate-figures/fig_4d.py @@ -0,0 +1,51 @@ +import json +import os +import numpy as np +import matplotlib.pyplot as plt +from pynwb import read_nwb + +NWB_PATH = "Zenodo_compressed_groupSubject.nwb" +OUT_DIR = "outputs" +os.makedirs(OUT_DIR, exist_ok=True) + +def save_json(data, path): + def conv(o): + if isinstance(o, np.ndarray): return o.tolist() + if isinstance(o, (np.floating, np.integer)): return o.item() + return o + with open(path, "w") as f: + json.dump({k: conv(v) for k, v in data.items()}, f, indent=2) + +nwbfile = read_nwb(NWB_PATH) +rrr = nwbfile.processing["analysis"]["reconstructed_route_rep"] + +cond = np.asarray(rrr["condition"][:]).astype(str) +direction = np.asarray(rrr["direction"][:]).astype(str) +mtype = np.asarray(rrr["model_type"][:]).astype(str) + +def idx(c, d, m): + return np.where((cond == c) & (direction == d) & (mtype == m))[0][0] + +def stack(c, d): + a = np.asarray(rrr["route_reconstruction"][idx(c, d, "cosine")]).ravel() + b = np.asarray(rrr["route_reconstruction"][idx(c, d, "-sine")]).ravel() + return np.concatenate([a, b]) + +real = np.concatenate([stack("real", "left"), stack("real", "right")]) +imag = np.concatenate([stack("imagined", "left"), stack("imagined", "right")]) +R = float(np.corrcoef(real, imag)[0, 1]) + +save_json({ + "real": real, "imagined": imag, + "R": R, +}, os.path.join(OUT_DIR, "fig_4d_real_vs_imag_scatter.json")) + +plt.figure(figsize=(5.5, 4.5)) +plt.scatter(real, imag, s=10, facecolors='none', edgecolors='k', alpha=0.4) +plt.xlabel('real walks'); plt.ylabel('imagined walks') +plt.tick_params(labelsize=18) +plt.title(f"R = {R:.3f}") +plt.tight_layout() +plt.savefig(os.path.join(OUT_DIR, "fig_4d_real_vs_imag_scatter.png"), dpi=150, bbox_inches="tight") +plt.close() +print("R =", R) \ No newline at end of file diff --git a/seeber-suthana-2024/code/generate-figures/fig_circular_error_hist.py b/seeber-suthana-2024/code/generate-figures/fig_circular_error_hist.py new file mode 100644 index 0000000..e2741f0 --- /dev/null +++ b/seeber-suthana-2024/code/generate-figures/fig_circular_error_hist.py @@ -0,0 +1,58 @@ +import json +import os +import numpy as np +import matplotlib.pyplot as plt +from pynwb import read_nwb + +NWB_PATH = "Zenodo_compressed_groupSubject.nwb" +OUT_DIR = "outputs" +os.makedirs(OUT_DIR, exist_ok=True) + +CLR = np.array([ + (0, 0.447, 0.741), + (0.301, 0.745, 0.933), + (0.466, 0.674, 0.188), +]) + +def save_json(data, path): + def conv(o): + if isinstance(o, np.ndarray): return o.tolist() + if isinstance(o, (np.floating, np.integer)): return o.item() + return o + with open(path, "w") as f: + json.dump({k: conv(v) for k, v in data.items()}, f, indent=2) + +nwbfile = read_nwb(NWB_PATH) +tbl = nwbfile.processing["analysis"]["circular_reconstruction_error"] +ph_ax = np.array(tbl["ph_ax"][:]).squeeze() + +def get(name): + return np.array(tbl[name][:]).squeeze() + +err_walk = np.concatenate([get("err_walk_left"), get("err_walk_right")]) +err_imag = np.concatenate([get("err_imag_left"), get("err_imag_right")]) +err_ctrl = np.concatenate([get("err_ctrl_left"), get("err_ctrl_right")]) + +walk_angle = np.angle(err_walk[:, 0] + 1j * err_walk[:, 1]) +imag_angle = np.angle(err_imag[:, 0] + 1j * err_imag[:, 1]) +ctrl_angle = np.angle(err_ctrl[:, 0] + 1j * err_ctrl[:, 1]) + +def polar(angles, tag, title, color): + save_json({ + "angles": angles, "bins": ph_ax, + "color": list(color), "title": title, + }, os.path.join(OUT_DIR, f"fig_circ_err_{tag}.json")) + + fig, ax = plt.subplots(subplot_kw={"projection": "polar"}, figsize=(5.5, 4.5)) + ax.hist(angles, bins=ph_ax, density=True, color=color, + edgecolor="black", linewidth=0.6) + ax.set_title(title); ax.set_ylim(0, 0.6) + ax.set_yticks([0, 0.2, 0.4, 0.6]) + ax.set_xticks(np.deg2rad(np.arange(0, 360, 30))) + ax.tick_params(labelsize=18); ax.set_rlabel_position(80) + plt.savefig(os.path.join(OUT_DIR, f"fig_circ_err_{tag}.png"), dpi=150, bbox_inches="tight") + plt.close() + +polar(walk_angle, "real", "real-world", CLR[0]) +polar(imag_angle, "imagined", "imagined", CLR[1]) +polar(ctrl_angle, "control", "control", CLR[2]) \ No newline at end of file diff --git a/seeber-suthana-2024/code/generate-figures/fig_route_prob_maps.py b/seeber-suthana-2024/code/generate-figures/fig_route_prob_maps.py new file mode 100644 index 0000000..2d3dd19 --- /dev/null +++ b/seeber-suthana-2024/code/generate-figures/fig_route_prob_maps.py @@ -0,0 +1,48 @@ +import json +import os +import numpy as np +import matplotlib.pyplot as plt +from pynwb import read_nwb + +NWB_PATH = "Zenodo_compressed_groupSubject.nwb" +OUT_DIR = "outputs" +os.makedirs(OUT_DIR, exist_ok=True) + +def save_json(data, path): + def conv(o): + if isinstance(o, np.ndarray): return o.tolist() + if isinstance(o, (np.floating, np.integer)): return o.item() + return o + with open(path, "w") as f: + json.dump({k: conv(v) for k, v in data.items()}, f, indent=2) + +nwbfile = read_nwb(NWB_PATH) +tbl = nwbfile.processing["analysis"]["route_probability_maps"] +lin_ax = np.array(tbl["lin_ax"][:]).squeeze() +H_walk = np.array(tbl["H2D_walk"][:]).squeeze() +H_ctrl = np.array(tbl["H2D_ctrl"][:]).squeeze() +H_imag = np.array(tbl["H2D_imag"][:]).squeeze() + +def plot_map(data, tag, title): + save_json({ + "lin_ax": lin_ax, + "H": data, + "vmin": 0, "vmax": 4.5, "cmap": "jet", + "title": title, + }, os.path.join(OUT_DIR, f"fig_route_prob_{tag}.json")) + + fig, ax = plt.subplots(figsize=(5.5, 4.5)) + X, Y = np.meshgrid(lin_ax, lin_ax) + pcm = ax.pcolormesh(X, Y, data.T, shading="gouraud", cmap="jet", vmin=0, vmax=4.5) + ax.set_title(title) + ax.set_xlabel("Actual positions [%]"); ax.set_ylabel("Estimated positions [%]") + ax.tick_params(labelsize=18) + cb = fig.colorbar(pcm, ax=ax); cb.set_label("recon. prob. [a.u.]") + cb.set_ticks(np.arange(0, 5, 1)) + plt.tight_layout() + plt.savefig(os.path.join(OUT_DIR, f"fig_route_prob_{tag}.png"), dpi=150, bbox_inches="tight") + plt.close() + +plot_map(H_walk, "real", "real-world walks") +plot_map(H_imag, "imagined", "imagined walks") +plot_map(H_ctrl, "control", "control") \ No newline at end of file diff --git a/seeber-suthana-2024/code/notebook/create_figs_Zenodo.ipynb b/seeber-suthana-2024/code/notebook/create_figs_Zenodo.ipynb new file mode 100644 index 0000000..8e5ac3b --- /dev/null +++ b/seeber-suthana-2024/code/notebook/create_figs_Zenodo.ipynb @@ -0,0 +1,5951 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "bda00c64", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/thoman1/anaconda3/envs/nwb_neurconv_sleap/lib/python3.13/site-packages/pynwb/misc.py:330: UserWarning: Neither source_timeseries nor source_channels is present in DecompositionSeries. It is recommended to indicate the source timeseries if it is present, or else to link to the corresponding source_channels. (Optional)\n", + " warnings.warn(\"Neither source_timeseries nor source_channels is present in DecompositionSeries. It is \"\n" + ] + }, + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + "

root (NdxMultiSubjectsNWBFile)

session_description: test multi subjects
identifier: 84464b58-b54f-4520-88b4-23bc0f9a3457
session_start_time2026-04-09 19:37:54.186512+00:00
timestamps_reference_time2026-04-09 19:37:54.186512+00:00
file_create_date
02026-04-09 14:37:54.186783-05:00
processing
analysis
description: analysis derivatives
data_interfaces
circular_reconstruction_error
description: Complex-valued circular reconstruction error data with shared circular axis. first number is real part, second number is imaginary part. The ph_ax vector defines the circular histogram axis in radians.
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ph_axerr_walk_lefterr_walk_righterr_imag_lefterr_imag_righterr_ctrl_lefterr_ctrl_right
id
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[-0.5969189502555974, 0.8023015435768248], [-0.5762302064886174, 0.8172874336058797], [-0.5552847110328172, 0.8316603211006287], [-0.5339439512315429, 0.8455198737718987], [-0.5123004003029816, 0.8588063226650143], [-0.49051917477005486, 0.8714303983582994], [-0.4685517079461788, 0.883436074077077], [-0.44644838841130463, 0.8948093855592647], [-0.4244345309859486, 0.9054586290420661], [-0.4024593493120562, 0.9154378581593162], [-0.38058712297860786, 0.9247450685582843], [-0.35890218323977163, 0.9333751779781404], [-0.3378071386508304, 0.9412153510629427], [-0.31765451988203885, 0.948206520753001], [-0.2985275420461908, 0.9544010198233549], [-0.2800665459427558, 0.9599805882639993], [-0.26220398447919646, 0.9650124716931037], [-0.24485863286080303, 0.9695587913651954], [-0.22788010896984867, 0.9736891988390802], [-0.21121845297338296, 0.9774388805053392], [-0.19499945267787258, 0.9808033510624493], [-0.1798032864068557, 0.9837025862511972], [-0.16576642603071343, 0.9861650429826663], [-0.1523618307290954, 0.9883247808978982], [-0.13915722629647817, 0.9902702996502878], [-0.1260581625045325, 0.9920228523910025], [-0.11334623750625318, 0.9935555497520892], [-0.10111369178782979, 0.9948748772247874], [-0.08941863124803279, 0.9959941306984336], [-0.07851222065653103, 0.9969131512862994], [-0.06872129116779505, 0.9976358975799894], [-0.06033887930574842, 0.9981779498887592], [-0.053593983827532395, 0.9985628096907546], [-0.04887825038081264, 0.9988047440014042], [-0.04651036440220886, 0.998917807431209], [-0.04673216886143742, 0.9989074553698686], [-0.04997214149045738, 0.998750612052307], [-0.056972386879668276, 0.9983757544798618], [-0.06830160541282951, 0.9976647185793582], [-0.08411589230543243, 0.9964559782858754], [-0.10446178417166833, 0.9945289013636918], [-0.1298454951028984, 0.9915342391473343], [-0.16034385307874865, 0.987061218354698], [-0.19566863742317356, 0.980670069049198], [-0.2350811586078117, 0.9719757449996419], [-0.2781354041144501, 0.9605418767435866], [-0.32469104453568987, 0.945820133851211], [-0.3739044897792342, 0.9274672137185932], [-0.4250355760144835, 0.9051766452588336], [-0.4783759149784017, 0.8781551593930181], [-0.5316418557512339, 0.8469692658021213], [-0.581360063144702, 0.8136464078335184], [-0.6261125278757627, 0.7797327121757958], [-0.6654944780909373, 0.7464027730592049], [-0.6994863865365581, 0.7146459228527291], [-0.7288258759074424, 0.6846990890951655], [-0.7543306056545684, 0.6564947352209399], [-0.7756395497003631, 0.6311761156290834], [-0.7921332951580294, 0.6103481323819073], [-0.8037837454940502, 0.5949215834709277], [-0.8112388688962388, 0.5847148857280369], [-0.8149217098437934, 0.5795710541644296], [-0.8152633985160591, 0.579090313370933], [-0.8127923523211196, 0.5825535099956922], [-0.8077755479759197, 0.5894901730242861], [-0.7997809066509473, 0.6002920134039673], [-0.7884349761740784, 0.6151181092647008], [-0.7743618919440334, 0.6327429654329294], [-0.7584137193405615, 0.6517734501466104], [-0.7405301953270931, 0.6720230872587766], [-0.7190581526381519, 0.6949499069174758], [-0.6922641171918199, 0.7216442281683062], [-0.6590806363414808, 0.7520722803027038], [-0.6187963742280529, 0.7855514287697627], [-0.5713699413734599, 0.8206926282688842], [-0.516880791453612, 0.8560573855918117], [-0.4544382601782356, 0.8907782370973026], [-0.38349349491048246, 0.9235435774024655], [-0.3049413322126453, 0.9523711376918019], [-0.2205759555942075, 0.9753698005442357], [-0.13275112786516188, 0.991149402487096], [-0.04467376533051879, 0.9990016289732433], [0.04109553754170016, 0.9991552215717829], [0.12195278708525545, 0.9925359024852141], [0.1959575696664889, 0.9806123754524023], [0.2623406991198002, 0.9649753144953163], [0.32161732073010085, 0.9468697370844584], [0.374151963172518, 0.9273674074789079], [0.42050841022308033, 0.907288640362954], [0.4610630379566966, 0.8873673844750785], ...]
corr_theta
description: Correlation between the mean theta signals from different halves of participants' trials fo control, imagined, and real walks
table\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
conditioncorrelation
id
0control[-0.10773478498150453, -0.030392474470643104, 0.06313854122483073, -0.0750970562242744, -0.015288207031049167, -0.12524300490327062, 0.11348085806711211, -0.13854081940788324, -0.09427503861422713, -0.08326333413324088, 0.07099355720832687, -0.0384114520855726, 0.02268199832327072, -0.07071494454730338, -0.0878338155296906, 0.08607865186928303, 0.003616256237892519, -0.18718475659200334]
1imagined[0.24362764150927388, 0.29526451537126386, 0.21939318932554927, 0.11384203896350882, 0.17311055977667594, 0.06934739347517008, 0.15962412920720187, 0.18834216989949976, 0.03093388342051562, -0.03429820587623661, 0.08689402014721355, 0.010750875051895715, 0.06953788075821034, 0.07591257431337856, 0.04890962832607035, 0.14081297894413633, 0.0929008011727489, 0.03503077435517562]
2real[0.22933817597391992, 0.3200575068310145, 0.28371551597724803, 0.29498465425001874, 0.2553852774334037, 0.20328689189025423, 0.27874740068875065, 0.4361021381683012, 0.11661819638067207, 0.11578701925577299, 0.2715806579390451, 0.22088227312517833, 0.10263362589061135, 0.26091570799825803, 0.2454500640269419, 0.35694215319590555, 0.08297443183967165, -0.005339171061778932]
reconstructed_route_rep
description: Reconstructed route representations of real-world and imagined navigation. Each data point represents data averaged over 0.5-s time bins, derived from data pooled across all channels.
table\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
conditionmodel_typedirectionroute_reconstruction
id
0real-sineleft[0.08828412142457316, 0.07988698067156957, 0.07184814622441316, 0.0638843746318927, 0.0559303326155301, 0.04782303481695732, 0.03945437740611965, 0.030715501002906348, 0.02150326599244501, 0.01179456559164152, 0.0016303541171986125, -0.008890021700523831, -0.019631374242136068, -0.030482941045415546, -0.041518700984971096, -0.05280942852716247, -0.06426398664893795, -0.0757130422388676, -0.08705551949815324, -0.09835050837610956, -0.10971970120202845, -0.12124576982064295, -0.13290033373697155, -0.14448872553881512, -0.15594551103686893, -0.1672813697040677, -0.1784623004171983, -0.18945511305914345, -0.2002050073423617, -0.21070128508126074, -0.22086673895050046, -0.23026148974827812, -0.23840095214626586, -0.2454809801060718, -0.2512781734873684, -0.25583164728966185, -0.25937337192119225, -0.2619797209750543, -0.263631684196462, -0.2643304495405945, -0.2641242098510298, -0.2630443455143828, -0.2611756496063088, -0.25861112624466676, -0.25531829325202066, -0.2512609259082975, -0.2464438934789324, -0.24074337549980612, -0.23399571161366572, -0.22613529406883087, -0.217314111415404, -0.20779131830181377, -0.19769645792725882, -0.1871187957051167, -0.17620380144336642, -0.1651206241108731, -0.15389325974529477, -0.14236734474336726, -0.13064421111698554, -0.11886523431359577, -0.10697678653835738, -0.09495744103848958, -0.08264908415035793, -0.06999231824354321, -0.057055771443843856, -0.043962198535577285, -0.030902348934177093, -0.01797063347725647, -0.005126018062065585, 0.007566648313491048, 0.019887662939915063, 0.03170570630445266, 0.042962241956599756, 0.05373584847586316, 0.06406546377285224, 0.07388902560612962, 0.08301595406063408, 0.09130764203809276, 0.09875655478340947, 0.10529756327548749, 0.11076353118789611, 0.11506164955290324, 0.11832330802668253, 0.12065579358453563, 0.1219434614199709, 0.12210580173378907, 0.12135279506490565, 0.1196385182347201, 0.11689440956630129, 0.11320326456228975, 0.10885802081283746, 0.10412710791670146, 0.09884513949502924, 0.09294715681927278, 0.08632301105925955, 0.07896725940243395, 0.07103326536787824, 0.06257323264089612, 0.05363000677758292, 0.04424809828109366, ...]
1real-sineright[-0.400413422844098, -0.3977260121682742, -0.39466835935909383, -0.39132449468531577, -0.38775384629985105, -0.3840671925558764, -0.38041173023969616, -0.3769515782461666, -0.3737236034033097, -0.3706258627924445, -0.3675103130910516, -0.3642892947509609, -0.3608314925991218, -0.3571003812847699, -0.3532507120680176, -0.34938193653009947, -0.3455262804902871, -0.3417679769058144, -0.33815469956048533, -0.33477870869204407, -0.33172214694861013, -0.3288919924890325, -0.32623556231038875, -0.323805415337951, -0.3215772793235859, -0.31938799381274274, -0.3172880741289301, -0.31533602886445883, -0.3134757092135694, -0.31161612343797446, -0.3096988927886031, -0.30769147877210923, -0.3056642336829063, -0.3035039556886938, -0.30106814317163666, -0.29845596369904753, -0.29552309737081345, -0.29187832584433043, -0.2877227712146765, -0.283467360200852, -0.27917394606162116, -0.27468995230441834, -0.2699073760519583, -0.26485152023918745, -0.2594371954017151, -0.253644075845077, -0.24744723576690375, -0.24078967626373707, -0.23374043785936652, -0.22638692408219405, -0.21876819916030563, -0.21086997645788066, -0.20258399437622387, -0.1937487561482345, -0.18428279818883309, -0.17427164298552067, -0.16381621262154494, -0.15288736547292056, -0.1414792026387205, -0.12963901277119025, -0.11738156297830547, -0.10468126316112424, -0.09153204407807634, -0.07806685477276001, -0.06433213654557193, -0.05028452939732589, -0.03588916977187975, -0.021035135660927448, -0.005626807755568605, 0.010194760410581302, 0.026230866678247887, 0.0424200250773621, 0.05872285486198359, 0.0751606946440298, 0.0915813620104026, 0.10792111466016106, 0.12423423508610949, 0.1405067107377027, 0.1565443657912429, 0.1720348172957979, 0.18689133592984475, 0.20120223121900857, 0.2150788773031249, 0.2286363884896595, 0.24177987836699075, 0.2543139013317426, 0.26617513752181676, 0.27744568391728275, 0.28806798535310485, 0.2980257380215964, 0.3074040352955308, 0.3164522042671839, 0.32499667185227055, 0.33294208700701367, 0.34025835359626566, 0.3467537794310527, 0.3524842859618441, 0.3576818274520388, 0.36226434222844783, 0.3661778711842272, ...]
2realcosineleft[0.06826108720026511, 0.07590078379077174, 0.0839563304316766, 0.09233965976791825, 0.10096723247424885, 0.10994885559967636, 0.11941323368195249, 0.1294920285662643, 0.14016407156314056, 0.15116701740014327, 0.1621559428464962, 0.17307506154598984, 0.1838624058334961, 0.1943579374556763, 0.2042894836413088, 0.2134531201601612, 0.22182109440194936, 0.22935075744789446, 0.23607048957621757, 0.2421229766116004, 0.247709723785905, 0.25287169726477743, 0.2575676948494928, 0.26162200785426504, 0.26489111999179493, 0.26721728086216734, 0.26850775207782507, 0.26875380651763997, 0.26796473597406556, 0.26615102721034667, 0.263361380247989, 0.25941866409785924, 0.25400657087198847, 0.247519891195367, 0.24028277851109964, 0.23249067538074022, 0.22414214580647063, 0.215297430975126, 0.20595300553959484, 0.1959465431789721, 0.1853877194694375, 0.1743765630413886, 0.16276692340959548, 0.1508188529157589, 0.13857533000302572, 0.1259468367186174, 0.11279074897960326, 0.09919042949910052, 0.08539975573271819, 0.07129620090290793, 0.05702995062201305, 0.04298136047711311, 0.029142183492600962, 0.015478231944390047, 0.0019757725075606747, -0.011403901276174189, -0.024679581540250087, -0.03793288666123289, -0.05087108870873297, -0.06324866966422388, -0.07524793102183219, -0.08691182395622486, -0.09831022489545062, -0.10944156384702322, -0.12015501179868524, -0.13029645464793055, -0.1397779919615183, -0.14861382681579133, -0.15661270617859524, -0.16402436350884958, -0.17101927531523536, -0.177576846399014, -0.18378648736384823, -0.18974899069683535, -0.19549450893291168, -0.201023808090262, -0.20627351656850906, -0.2111096098984201, -0.21542695382020205, -0.2193341615685661, -0.22293132837666274, -0.22616143395906108, -0.22896053905501731, -0.2314031292195561, -0.23371421104427856, -0.2358751928327753, -0.23784091464109647, -0.2397074793623098, -0.2414360385529316, -0.24306782680592087, -0.24472498561965167, -0.24632353998278284, -0.24755444877937346, -0.24836064051127957, -0.2488060557189579, -0.24895469630652362, -0.24894461963011189, -0.2488154718591834, -0.24851623258017042, -0.2480494553537798, ...]
3realcosineright[-0.3102828247910256, -0.30045466267248994, -0.29032202679476693, -0.2796961688147177, -0.26855466210585993, -0.25689418519797663, -0.24470811597499453, -0.23204298749596286, -0.21919865759608836, -0.20639375394755316, -0.19376987281688213, -0.18146064736163214, -0.16971751968423132, -0.15867568483433564, -0.1481946199271365, -0.13806482775022716, -0.12814653744839355, -0.11837243624266236, -0.1083743180446925, -0.09855336136661624, -0.08912063029135209, -0.08022172533175931, -0.07206657011938877, -0.06472465049588444, -0.057966502808832254, -0.05166253064984855, -0.045799890713136615, -0.04042486895644709, -0.035673825856673946, -0.0316143487795123, -0.028068772936166386, -0.024966055905766837, -0.022304868485915286, -0.019992854988037545, -0.017928430266052786, -0.01629470179771042, -0.015105747161422434, -0.014060850404044312, -0.013272148164293118, -0.01298160106182461, -0.013233825700780188, -0.013972931491191665, -0.015151981818672666, -0.016911760397249898, -0.019244891906470385, -0.022080261236518683, -0.025270998542999135, -0.028805453395443326, -0.03277288181409338, -0.03708500692585792, -0.04162146403860856, -0.04625850469075282, -0.050952693306896335, -0.05576646012839198, -0.06079822907417265, -0.06582296344754801, -0.07054943211712944, -0.07496349672160946, -0.078936284836775, -0.08231343090856458, -0.08508561012819754, -0.08723589573424217, -0.0887110004348633, -0.08939957494634382, -0.08934511542748186, -0.08858419075570201, -0.08719343172217675, -0.08516940719532723, -0.08228494209018078, -0.07876995732970299, -0.07458290018388175, -0.06966013949074407, -0.06405325223340286, -0.057671208323622714, -0.05071783639193139, -0.043453116650312096, -0.03594085167685024, -0.028207977108357762, -0.020295785312604675, -0.012209109701344145, -0.003985610558402353, 0.004250846326858737, 0.012377038609088786, 0.020313732015109942, 0.027984549518990987, 0.03526268873834654, 0.042106850199264634, 0.048621866502707944, 0.0547444686002605, 0.060393232144549, 0.06549071912003718, 0.07019661663462373, 0.07439331575684438, 0.0780280334981247, 0.081080824733203, 0.08347733487311959, 0.08505074742968982, 0.08590086812645592, 0.08641774344882372, 0.08662276042825989, ...]

... and 12 more rows.

rel_pos_theta
description: Theta activity for each segment of the route
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segment_positiontheta_S1_Chan1theta_S1_Chan2theta_S1_Chan3theta_S1_Chan4theta_S2_Chan1theta_S2_Chan2theta_S2_Chan3theta_S3_Chan1theta_S3_Chan3theta_S3_Chan4theta_S4_Chan1theta_S4_Chan2theta_S4_Chan3theta_S4_Chan4theta_S5_Chan1theta_S5_Chan2theta_S5_Chan3theta_S5_Chan4
id
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10.0349070.8799450.2158400.119154-0.6829310.7479400.254755-0.2851300.827945-0.275080-0.5062710.1111360.5807490.2819860.185165-0.382361-0.043826-0.714020-0.122794
20.0698130.8856510.083024-0.054263-0.8217360.6068900.198100-0.2842340.744461-0.170375-0.658609-0.0428600.4988330.381633-0.055428-0.448287-0.252096-0.7052320.048972
30.1047200.8615110.127213-0.168473-0.8534340.4135680.229407-0.2208380.597856-0.021725-0.835037-0.0716730.4720920.471717-0.188904-0.508062-0.401960-0.7203460.064518

... and 177 more rows.

route_models
description: -sine and cosine route models for left and right walks for reconstructed real and imagined walks
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conditionmodel_typedirectiontheta_reconstruction
id
0baseline_model-sineleft[-1.484316732323131, -1.4843009331765937, -1.4842850709562152, -1.4842645343890082, -1.4842398320135266, -1.484214289967997, -1.484180613955384, -1.4841468162110065, -1.484107047657537, -1.4840641308418916, -1.4840187616470766, -1.4839666088921997, -1.4839142720754313, -1.4838538738176752, -1.4837921345795826, -1.4837255455244214, -1.4836542506807393, -1.4835811005055435, -1.4835000882088594, -1.4834185960717967, -1.4833274656195647, -1.4832295954114059, -1.4831180418551198, -1.4829996028538666, -1.4828696693178633, -1.4827309303982381, -1.482569224826911, -1.4823910717332285, -1.4821887076517657, -1.4819590951756483, -1.4817070187768033, -1.4814335570698043, -1.4811407143120223, -1.4808266482040615, -1.480493556069948, -1.4801408935164524, -1.4797699492130836, -1.479379284500888, -1.4789671998921505, -1.478532685767107, -1.4780768189844304, -1.4776023511266971, -1.4771090979833574, -1.4765968260022715, -1.4760655268690155, -1.475515043329674, -1.4749452746185543, -1.474356043566529, -1.4737473647222505, -1.4731192173407222, -1.4724715501088455, -1.4718034808079885, -1.4711151628987897, -1.4704073767872412, -1.4696800584437608, -1.4689330827214726, -1.4681663817187987, -1.4673800256129121, -1.4665740300519357, -1.4657483319052678, -1.464902901671147, -1.4640378520806203, -1.4631532735788588, -1.4622491665480541, -1.461325497702055, -1.4603823687752926, -1.4594198116528176, -1.4584378496131447, -1.4574355496418132, -1.4564139094998356, -1.4553731878247989, -1.4543135175213935, -1.453234894634434, -1.45213743788635, -1.451021307371831, -1.4498867105096116, -1.4487337416223982, -1.4475624828494742, -1.4463730084898079, -1.4451653005947769, -1.4439394554378995, -1.4426955235856416, -1.4414335959694198, -1.4401537541396423, -1.438856079194302, -1.4375406098089611, -1.4362074006322807, -1.4348557011985967, -1.4334861592344719, -1.4320991684660993, -1.4306947265932644, -1.4292728150018035, -1.427833395676023, -1.426376413181983, -1.4249019156318659, -1.4234099579498392, -1.421900580671127, -1.42037381507144, -1.4188297017457197, -1.4172682372753596, ...]
1baseline_modelcosineleft[-0.07714640952368203, -0.0792670168600227, -0.08139609015050096, -0.08353350323743272, -0.08567900766514368, -0.08783294704231585, -0.08999483299943849, -0.09216453372355113, -0.09434183105481843, -0.09652687201821329, -0.09871953098026215, -0.10091952909839046, -0.10312729163501913, -0.10534262787201765, -0.1075657722135044, -0.10979631916205886, -0.11203567151343297, -0.11428466028889091, -0.11654099886129446, -0.11881070185364688, -0.12112537546442953, -0.12357381859937001, -0.1261831962310137, -0.12887244303996334, -0.13163878267074874, -0.13452243246704587, -0.13765031240589362, -0.14099743424594746, -0.14459452334398762, -0.1484537717279422, -0.15250516072983777, -0.15669851440137728, -0.16097430312272734, -0.16530995531545478, -0.1697110490205146, -0.1741742520116374, -0.17867524734667786, -0.18322484907276596, -0.18783475952275552, -0.19250656248365322, -0.1972022505126293, -0.2019132368283039, -0.20663930808397038, -0.21138072483171141, -0.21613571675816623, -0.2209040183969817, -0.22568492772442844, -0.2304784333772682, -0.23528304239711167, -0.24009770076817638, -0.24492169395318003, -0.24975455157707577, -0.2545949818542624, -0.25944190436733694, -0.26429501558754015, -0.26915443284141705, -0.2740198946866244, -0.2788903134561821, -0.2837650295426382, -0.2886439010797835, -0.29352660244395296, -0.29841204147209405, -0.30329934094111044, -0.3081881751457379, -0.31307841678469867, -0.31796925751539507, -0.322860299830146, -0.32775121623514497, -0.33264158921508186, -0.33753051460523115, -0.342417341751513, -0.3473013765688012, -0.35218259089065035, -0.3570604122978059, -0.3619341272743802, -0.36680286879263535, -0.3716663017780724, -0.3765241616029353, -0.38137623053435876, -0.38622266914668085, -0.3910631781512976, -0.3958976507273725, -0.4007258316645103, -0.40554751427628777, -0.41036250395814017, -0.41517076849171247, -0.41997221847493765, -0.4247664087471926, -0.42955319853396334, -0.43433246357428645, -0.4391043380038602, -0.4438690003670666, -0.44862668053020316, -0.4533776495269882, -0.45812182963172265, -0.4628591237045202, -0.4675894825000512, -0.4723128856911619, -0.477029283691473, -0.4817387588991488, ...]
2baseline_model-sineright[-1.4604000627401252, -1.460385508347914, -1.4603708897292116, -1.4603521371412822, -1.4603293520397738, -1.4603061290828694, -1.4602750487048084, -1.4602438450405075, -1.460207599039674, -1.4601679414986837, -1.4601266181757948, -1.4600783832598154, -1.4600299562851347, -1.4599747703255663, -1.459917602496253, -1.4598567324886915, -1.4597907040359792, -1.4597239029900273, -1.4596487255896622, -1.459572018652851, -1.4594859462178196, -1.459394402143617, -1.4592928747934957, -1.4591831342187112, -1.459061596005591, -1.4589306310989032, -1.4587858963647293, -1.4586327130607613, -1.4584628653242024, -1.4582774149864435, -1.4580683487424075, -1.4578273169316658, -1.4575604856593531, -1.4572687545753078, -1.4569558413148265, -1.4566233415051237, -1.4562740243057002, -1.455907568958347, -1.4555219012868288, -1.4551189246136933, -1.4546984594936667, -1.4542603205739788, -1.453804281734219, -1.4533303080813396, -1.4528382657243701, -1.452327989168311, -1.4517992362815386, -1.4512519067729321, -1.4506858997834882, -1.4500997082955274, -1.4494946617882845, -1.4488707321991594, -1.4482278242991014, -1.4475657301302436, -1.4468844080226626, -1.4461839112966384, -1.445464165530476, -1.4447249711961292, -1.4439664550548696, -1.4431886383723422, -1.44239142748872, -1.441574739599723, -1.4407387731040782, -1.439883552022357, -1.4390090085975313, -1.438115111051378, -1.4372019712325452, -1.4362696541541977, -1.4353181728615878, -1.4343477539490395, -1.4333578526418598, -1.432349151085503, -1.4313216296908124, -1.4302755364209265, -1.4292110318732356, -1.4281281160070953, -1.4270268746321597, -1.4259075299821355, -1.424770238322553, -1.4236150895254864, -1.4224422376077495, -1.4212518099724474, -1.420043853587555, -1.4188184867492253, -1.4175758246473835, -1.4163159002583379, -1.415038835501973, -1.4137447932824032, -1.412433832069528, -1.4111060367154558, -1.4097615249348552, -1.4084003912893464, -1.4070227141055582, -1.4056286232411859, -1.4042183073047991, -1.4027917890276276, -1.401349112535424, -1.3998903167490808, -1.3984153917655786, -1.396923602372268, ...]
3baseline_modelcosineright[-0.042543652281508984, -0.04458554161024483, -0.04663644151017854, -0.048696181320923466, -0.050764668388838356, -0.052841920907505696, -0.054927419895714244, -0.05702119141290767, -0.059123434279435706, -0.061233861285111275, -0.06335247732148079, -0.06547924617560134, -0.06761448326182053, -0.06975792638150989, -0.07190958504642543, -0.07406918868992889, -0.07623695559308863, -0.07841252468862361, -0.08060109213653265, -0.08283418750984534, -0.08514024493352701, -0.08753406497085056, -0.09003103473863927, -0.09263555433220474, -0.09535604159239978, -0.09820133211872184, -0.10113791950720907, -0.10417549538851618, -0.10733131247240894, -0.11064892270784497, -0.11425253171760173, -0.11816422387362255, -0.12229096983111855, -0.12659885899367587, -0.13100813227406727, -0.13548261069821813, -0.1399786028606416, -0.14449470266204745, -0.14903106372230784, -0.15358672254565414, -0.15816101398558516, -0.16275343236656864, -0.1673639464731174, -0.17199069364463884, -0.176632983765904, -0.18129049574625652, -0.18596360194084607, -0.19065143974761284, -0.19535325256054908, -0.20006854843527494, -0.2047966662625222, -0.20953661536627144, -0.21428788905133334, -0.21905083532561015, -0.2238246028313912, -0.22860778278199623, -0.23339994716325765, -0.23820150727076217, -0.243010787227347, -0.247826911183661, -0.25264976493051206, -0.25747917596388525, -0.26231338302997603, -0.26715174524892277, -0.27199417138746446, -0.276840381427673, -0.2816893653613237, -0.28654043016243524, -0.2913931937778753, -0.29624625292851564, -0.3010989594331442, -0.3059509379791936, -0.31080215854539206, -0.3156513203811516, -0.3204976114381752, -0.32534099122446897, -0.3301810426114274, -0.3350167872022671, -0.33984758980985086, -0.34467313132659305, -0.3494928488405028, -0.3543063206956927, -0.3591134680332376, -0.36391393684484397, -0.36870740481767394, -0.3734938772422067, -0.3782730264979025, -0.38304439264184764, -0.3878079171429312, -0.39256344918028385, -0.39731072973320297, -0.4020495924664818, -0.4067799337133869, -0.41150148113981644, -0.41621378164573536, -0.4209169456194946, -0.4256110070518972, -0.43029601296575026, -0.43497201126686363, -0.4396388644383568, ...]

... and 8 more rows.

route_probability_maps
description: 2D route-position probability maps stored row-wise by condition
table\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
lin_axH2D_imagH2D_ctrlH2D_walk
id
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1.8534654784262918, 2.023964212940459, 2.154839340912099, 2.2249675315808504, 2.2712171844706583, 2.2696690572521603, 2.227220971444933, 2.1272439534460292, 2.047556365504204, 1.9495577648256088, 1.8733713288367104, 1.8540420500678385, 1.865119539106977, 1.8449046812173504, 1.8118446840654148, 1.7964731439006558, 1.778104472958303, 1.7843146421406788, 1.788188845248103, 1.773195687381409, 1.697964602105038, 1.5280157744641685, 1.2622904236222738, 0.9367393523807723], [0.661465723555724, 0.8620898324461166, 1.038643321493555, 1.119450431063848, 1.1210235244451086, 1.0539963064057425, 0.9353905416273686, 0.7772797124739468, 0.6059199210831803, 0.4538513631066136, 0.34738700981305026, 0.2977809804032625, 0.29719683704433825, 0.3313721804743887, 0.436222942946755, 0.537457515330691, 0.6286178282653104, 0.6864025700689087, 0.6924385272765449, 0.6337997206955739, 0.51864333422462, 0.37718264298538134, 0.2398531991160578, 0.1346901492040743, 0.06540785856961517, 0.023699504403510555, 0.01754396617361693, 0.018556476574654236, 0.02033975669964606, 0.0229446750147085, 0.025683840858894396, 0.026713343746793003, 0.029578493793003036, 0.032889261933661915, 0.0383997858277686, 0.04547922270051199, 0.09209058933047828, 0.17916488356086005, 0.28549131517708526, 0.4145975077718417, 0.5336864107239994, 0.6013836567958367, 0.5887207676497022, 0.4970262593415268, 0.361543937889993, 0.2254568456298652, 0.12038202450934488, 0.03968026479995664, 0.0, 0.0, 0.0, 0.0014513637355903382, 0.002981729859120965, 0.005220032467674842, 0.010188135122762957, 0.014831896465148858, 0.01935888319784415, 0.02278111338771372, 0.04614871591221756, 0.11440763982426388, 0.20947613547822425, 0.3492399991862181, 0.5182591376335699, 0.73843210669575, 0.9251843666584011, 1.0889631037821923, 1.2368908334839748, 1.3548603183532613, 1.4476883169425634, 1.5244888563699357, 1.57984044115655, 1.640070228002655, 1.6723019163551613, 1.6693976367584578, 1.6083148174315705, 1.5374054761661426, 1.4289914347783137, 1.3223812307764846, 1.2629654341080723, 1.2456255816876902, 1.2343790924527271, 1.2301384217312712, 1.2519225923920287, 1.2749265765168194, 1.314467449384939, 1.3479273766260318, 1.361104779987057, 1.3214787371698293, 1.201077498243491, 0.9973825831382207, 0.7439471094937726]]
walk_theta
description: Theta for real and imagined walks aligned to average spatial coordinates of left and right walks
table\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
walk_typedirectiontheta
id
0realleft[0.5535896570156469, 0.5485878510770743, 0.543181608808524, 0.537248519152101, 0.5308891655965402, 0.5239834915143428, 0.5165288803344026, 0.5085901656885656, 0.5001067299044311, 0.49100324659439976, 0.4812327435983454, 0.47087678037418246, 0.46008739596837905, 0.4489908884955332, 0.4374275560823117, 0.42524647401531457, 0.41241249116424633, 0.3990024089586465, 0.38511804818869894, 0.3706690191354654, 0.355533511657988, 0.3397177583488681, 0.32327374178858564, 0.306248239032198, 0.28870775593822906, 0.2706035901243747, 0.2519245573356119, 0.23270091853464073, 0.21306617059823083, 0.19312833264862395, 0.17298554885342468, 0.15282587897997643, 0.13357396744783034, 0.11475220809761799, 0.0967764170115888, 0.0798837627411873, 0.06368182890146062, 0.04825472518482337, 0.033821421546766886, 0.020402054146358997, 0.007992110845712897, -0.003085626896971971, -0.01294756869670023, -0.021757113559673708, -0.029588336844804893, -0.03630811245364739, -0.041928077687964374, -0.04660722170607742, -0.050043765263799556, -0.052341710767044684, -0.05393820020994972, -0.054554050010755556, -0.054356624955804414, -0.05354177518709171, -0.05210856134921456, -0.0501894142732608, -0.04793964283512954, -0.0452947858826439, -0.04220496385793758, -0.038526507210072065, -0.0342468906238964, -0.02964195142897583, -0.024588990537300428, -0.018883844833688965, -0.01257004436249547, -0.0057693597105563195, 0.0014737262231044985, 0.009050545421818773, 0.016922728371224747, 0.025450389018614895, 0.03429265715052179, 0.0432646632968679, 0.05219948768940757, 0.06090981712322908, 0.06956692370322487, 0.07817591882341453, 0.08658394952911729, 0.09457668678396607, 0.10221631157762145, 0.10963732053933667, 0.11669663271067608, 0.12327137541870671, 0.12935435142941923, 0.13521586143831177, 0.1408634003559495, 0.14616513662452824, 0.15109319587628878, 0.15586393800051912, 0.1601385845162059, 0.16397773686982345, 0.16737806935719005, 0.17043384422656352, 0.1734569732982125, 0.1765804448408685, 0.1796165099336636, 0.18238234634504738, 0.18490756558399188, 0.1872565318884062, 0.18937108051936966, 0.19133783625928472, ...]
1imaginedleft[2.280677903655712, 2.3475025698271637, 2.4124539340559887, 2.4752579069506204, 2.5356171874428073, 2.5929844887801488, 2.6471593633733277, 2.6980732298394563, 2.7456718050647893, 2.789701353307685, 2.82927117828045, 2.8647145144197976, 2.8958637290128615, 2.9225256440389757, 2.9441516230156326, 2.9609766834209057, 2.9734503104404753, 2.9816728804766393, 2.9856202475437765, 2.984598839338905, 2.9791861523765317, 2.9698213010710934, 2.9568321289779873, 2.940350563420959, 2.9207318219774736, 2.898475346123234, 2.8738090698673306, 2.8470312995040485, 2.817497698881944, 2.7855350298827593, 2.7512045466083435, 2.7147182763334357, 2.6762906624864193, 2.6359346434623316, 2.5940511119616008, 2.5509302359233357, 2.5069360082757273, 2.4623505768433995, 2.4173319699668334, 2.371812617586056, 2.325817928271348, 2.2793750668111725, 2.2325678917119416, 2.185529902913488, 2.1383597237321226, 2.0911250939821544, 2.044047242126577, 1.9971492444107741, 1.950502288083761, 1.9042101685887505, 1.858623826487738, 1.814767573503732, 1.773084259911348, 1.7323507556299431, 1.69210882276, 1.6523745608252463, 1.613253665589914, 1.5749184992090017, 1.5376926280049643, 1.5017011621155605, 1.466826726467945, 1.4329445212834135, 1.4002146801675914, 1.3691513605969052, 1.3409328054310803, 1.3146275282276518, 1.2898626830705409, 1.2667066739648793, 1.2452045418971636, 1.225274216739464, 1.207049713492095, 1.1909612683802246, 1.1770198790447495, 1.1654751591628243, 1.1562733816584454, 1.1496061439272833, 1.1453549001014394, 1.1435862254462235, 1.1442812955093837, 1.1475731345337628, 1.1529990520503057, 1.1598972526602778, 1.168396089650116, 1.1789475148586808, 1.1911832022911075, 1.2048717811482705, 1.2195993655531072, 1.234748351020855, 1.2504668422385083, 1.2672737654157311, 1.2845976165545012, 1.3019300360379955, 1.31916684026064, 1.3363231136266296, 1.3535448063197866, 1.371172627101834, 1.3892882582981634, 1.407453593416377, 1.4255505932456536, 1.443533715361957, ...]
2realright[0.4362819475817656, 0.4329815079613951, 0.42880842243174033, 0.4237497980746563, 0.41771871671954053, 0.41060709709101356, 0.40271320613078965, 0.39415524459038753, 0.38505324495027365, 0.3755740234423554, 0.36578107908762475, 0.355718506101233, 0.3456752242288869, 0.33594541333728495, 0.3264133403042465, 0.31676702284187325, 0.307031116419177, 0.2972205927024106, 0.28733432116114965, 0.27767744116961585, 0.2676291442320687, 0.25712401243688376, 0.24636219285457675, 0.23554561694931067, 0.2246876820120223, 0.2137691897522047, 0.20280995099076876, 0.1918035187455492, 0.18078875474414072, 0.16992942217138016, 0.15945303260994834, 0.14940479561280628, 0.13996434701106175, 0.1308132644536445, 0.12208323990647074, 0.11428692287869294, 0.10755574806147927, 0.10122472328453873, 0.09551616090799757, 0.09064444724322757, 0.08634911541476255, 0.08234888255977488, 0.07858346506461979, 0.0752216417880836, 0.0724462647068582, 0.07053426656735208, 0.0694311515569805, 0.06896685616152591, 0.06906487881718393, 0.06976332982172201, 0.0709510659267777, 0.07245770141904989, 0.0742973364092249, 0.07647004541052292, 0.07908700346102465, 0.08234066227323097, 0.08646693795705822, 0.09130849815729036, 0.09657056659564237, 0.10251633123693298, 0.10923286035228617, 0.11621325544726792, 0.12335333684462826, 0.13047742325043996, 0.1376657003286813, 0.14493375429264876, 0.15203417887104714, 0.1588771430043749, 0.16547453785961577, 0.17186763075450087, 0.17854424629567098, 0.18602477121099514, 0.19406151559659432, 0.20214934989880096, 0.210126473907969, 0.21817091770892014, 0.2260862979481184, 0.23373084318301593, 0.24118840130232638, 0.24860096775764168, 0.2559026777420827, 0.26303474129175974, 0.26977687099910047, 0.27619999718922683, 0.2823946823391765, 0.28837234252740807, 0.2941378451550821, 0.2998084115611734, 0.30519157136146086, 0.31055712315198486, 0.31600357268003726, 0.3212904279581333, 0.32642650780696214, 0.3314672961138631, 0.33651023068550034, 0.3416800113190319, 0.34692362619471645, 0.35230495940968626, 0.35767211761724377, 0.3631306750421318, ...]
3imaginedright[2.021953986461209, 2.0528137608795087, 2.0837354099991314, 2.1145375421822927, 2.14499161760335, 2.1746261407077236, 2.203506550321793, 2.231529105231943, 2.2586013419553232, 2.2842049783262515, 2.3087237939118004, 2.3321945917469096, 2.354603876310383, 2.375601420437089, 2.395676484769433, 2.414848473219197, 2.433081813175416, 2.4501219997961594, 2.466400112114617, 2.481989167819789, 2.496929592286424, 2.511304652739238, 2.525448522840016, 2.539285033791817, 2.5526311521259903, 2.5650581823384155, 2.576503494316036, 2.5867893540928644, 2.5956547350709864, 2.6024962559652005, 2.607823282531131, 2.6116593248724116, 2.6138013066101466, 2.6139314055047596, 2.6127517634410196, 2.610289525666885, 2.606472235261997, 2.601297522413679, 2.5950370955507642, 2.5877106261653884, 2.579200509854518, 2.569188845987515, 2.557937442438466, 2.5454152682031643, 2.531464011933448, 2.5160239516442147, 2.499641979066864, 2.4823950752979798, 2.464119187704509, 2.444542037808115, 2.423929634460606, 2.4022981554834963, 2.3795572410136123, 2.3556620776222617, 2.3308748464950253, 2.305167113859855, 2.2783502188881943, 2.2502827980296067, 2.221251394784173, 2.1912994804862507, 2.1602677787778823, 2.128028199011525, 2.0948046156091746, 2.060620376216226, 2.0253590510415527, 1.9890181012267938, 1.9519965857573522, 1.914456692565356, 1.8764924372407639, 1.8384360067094685, 1.8007929457852614, 1.763956665846781, 1.7284262269993107, 1.6941402579508904, 1.6606641068248411, 1.62789228415717, 1.5957486489796504, 1.5641246701965563, 1.532937232254543, 1.5021514944273084, 1.4717488328589847, 1.4417356064808202, 1.412114164944951, 1.382883165321397, 1.3540687761885155, 1.3258451762730092, 1.299070181292265, 1.2741928578052184, 1.2500090709105545, 1.2258114202134585, 1.2015584930607406, 1.1772825060925207, 1.1529903087540732, 1.1286572431870647, 1.1043097357343097, 1.0799757543082589, 1.0556091048395406, 1.0311672144524073, 1.0066615766967872, 0.9820992868409587, ...]
walking_spatial_theta
description: Theta activity associated with walking route spatial coordinates
table\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
directiontheta
id
0left[[-0.6140243443477666], [-0.6153266485210943], [-0.6162157055029532], [-0.6167646634197769], [-0.616980161476037], [-0.6168163444182071], [-0.6161874864510376], [-0.6147466765106405], [-0.612466900030889], [-0.609523080027333], [-0.6062344366633379], [-0.6025817586609811], [-0.5984266893909915], [-0.5936443886405921], [-0.588424632596694], [-0.5830154388240884], [-0.5774921259739352], [-0.5718660335458419], [-0.5661258208647807], [-0.5603961688140278], [-0.554711800113544], [-0.5490692917725546], [-0.5434863638531704], [-0.5382115303550545], [-0.5334259808951075], [-0.5292626068345138], [-0.5257683340879177], [-0.5229859951056406], [-0.520986557882559], [-0.5196223492457792], [-0.5186351527504149], [-0.5180298471532772], [-0.5179572748715878], [-0.518492858659599], [-0.5195284751623579], [-0.5209604033721679], [-0.522870953053569], [-0.5249961858434106], [-0.5269629545148204], [-0.5290218102025958], [-0.5311067923662876], [-0.5321971283787703], [-0.5332120493426212], [-0.5341329367479547], [-0.5348261323466931], [-0.5353448816901265], [-0.5359331501076811], [-0.5365761524264578], [-0.5372260756968789], [-0.538014550234101], [-0.5395142763991411], [-0.5409273199526928], [-0.5421531247751694], [-0.5433232119835996], [-0.5445147488835507], [-0.5456607856251552], [-0.5467946575701182], [-0.5478977508081903], [-0.5489132612629761], [-0.5494695646935919], [-0.549596585210385], [-0.5495007578553093], [-0.5490624894061418], [-0.5482287431649634], [-0.5469206873197684], [-0.5452351412415354], [-0.5431006025012226], [-0.5404594033728267], [-0.5372928175862864], [-0.5330415619967742], [-0.5285012901857216], [-0.523592745696129], [-0.5183522567618023], [-0.513123578776687], [-0.508002518241239], [-0.5030292048673254], [-0.4981616784143573], [-0.4932797553122302], [-0.4881546176478813], [-0.4825917751296594], [-0.4766453047400986], [-0.4703612920543493], [-0.46371456522310434], [-0.456506637874996], [-0.44894726644492117], [-0.44139834720193794], [-0.4337969930291626], [-0.42630239047138974], [-0.4191645220408453], [-0.41237390053085], [-0.40605973054547867], [-0.4003517861186451], [-0.39498664625627405], [-0.3896010575942275], [-0.38418902348546374], [-0.3788694857027587], [-0.3736684086155255], [-0.36875819439075086], [-0.36424790226607673], [-0.359976830606073], ...]
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behavior
description: Processed behavioral data
data_interfaces
hip_angular_velocity
time_series
hip_angular_velocity_turns
starting_time: 0.0
rate: 250.0
resolution: -1.0
comments: no comments
description: Mean angular velocity of hips aligned with all turns across participants
conversion: 1.0
offset: 0.0
unit: degrees/s
data
HDF5 dataset
Data typefloat64
Shape(1001, 1)
Array size7.82 KiB
Chunk shape(1001, 1)
Compressiongzip
Compression opts4
Compression ratio1.0459770114942528
starting_time_unit: seconds
hip_speed
time_series
hip_speed_turns
starting_time: 0.0
rate: 250.0
resolution: -1.0
comments: no comments
description: Mean speed of hips aligned with all turns across participants
conversion: 1.0
offset: 0.0
unit: m/s^2
data
HDF5 dataset
Data typefloat64
Shape(1001, 1)
Array size7.82 KiB
Chunk shape(1001, 1)
Compressiongzip
Compression opts4
Compression ratio1.0873048200950441
starting_time_unit: seconds
average_walks
description: Average spatial walk per subject and route
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subject_iddirectionx_coordinatesy_coordinates
id
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... and 6 more rows.

ecephys
description: Processed ephys data
data_interfaces
P4_theta_trials
starting_time: 0.0
rate: 250.0
resolution: -1.0
comments: no comments
description: Theta activity for all 35 individual trials for participant S4
conversion: 1.0
offset: 0.0
unit: Z
data
HDF5 dataset
Data typefloat64
Shape(7056, 35)
Array size1.88 MiB
Chunk shape(7056, 35)
Compressiongzip
Compression opts4
Compression ratio1.0430353443524425
starting_time_unit: seconds
avg_theta_turns
starting_time: -3.0
rate: 250.0
resolution: -1.0
comments: no comments
description: Average theta activity aligned with all turns across participants
conversion: 1.0
offset: 0.0
unit: Z
data
HDF5 dataset
Data typefloat64
Shape(1001, 1)
Array size7.82 KiB
Chunk shape(1001, 1)
Compressiongzip
Compression opts4
Compression ratio1.050780737436032
starting_time_unit: seconds
avg_theta_turns_sem
starting_time: -3.0
rate: 250.0
resolution: -1.0
comments: no comments
description: Average theta activity aligned with all turns across participants
conversion: 1.0
offset: 0.0
unit: Z
data
HDF5 dataset
Data typefloat64
Shape(1001, 1)
Array size7.82 KiB
Chunk shape(1001, 1)
Compressiongzip
Compression opts4
Compression ratio1.0616465597242477
starting_time_unit: seconds
processed_broadband_iEEG
starting_time: 0.0
rate: 250.0
resolution: -1.0
comments: no comments
description: Exemplary broadband iEEG from S4 during real-world navigation (z score)
conversion: 1.0
offset: 0.0
unit: volts
data
HDF5 dataset
Data typefloat64
Shape(1251, 4)
Array size39.09 KiB
Chunk shape(1251, 4)
Compressiongzip
Compression opts4
Compression ratio1.0408736349453978
starting_time_unit: seconds
electrodes
description: Electrodes for participant S4
table
description: metadata about extracellular electrodes
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locationgrouppaper_subject_idelectrode_numberchan_numberlabelgroup_name
id
0Left HP/HPiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS101S1_Chan1iEEG_group_S1
1Left HP/SubiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS112S1_Chan2iEEG_group_S1
2Right HP/HPiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS123S1_Chan3iEEG_group_S1
3Right HP/SubiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS134S1_Chan4iEEG_group_S1

... and 14 more rows.

processed_theta_iEEG
starting_time: 0.0
rate: 250.0
resolution: -1.0
comments: no comments
description: Exemplary theta (4-12 Hz) iEEG from S4 during real-world navigation (z score)
conversion: 1.0
offset: 0.0
unit: volts
data
HDF5 dataset
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starting_time_unit: seconds
electrodes
description: Electrodes for participant S4
table
description: metadata about extracellular electrodes
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locationgrouppaper_subject_idelectrode_numberchan_numberlabelgroup_name
id
0Left HP/HPiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS101S1_Chan1iEEG_group_S1
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2Right HP/HPiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS123S1_Chan3iEEG_group_S1
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... and 14 more rows.

time_freq_turns
starting_time: -3.0
rate: 250.0
resolution: -1.0
comments: no comments
description: Average time frequency aligned with all turns across participants
conversion: 1.0
offset: 0.0
unit: z
data
HDF5 dataset
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metric: power
bands
description: Table for describing the bands that DecompositionSeries was generated from.
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band_nameband_limitsband_mean
id
01.0 Hz[1.0, 1.0]1.000000
11.0717734625362931 Hz[1.0717734625362931, 1.0717734625362931]1.071773
21.148698354997035 Hz[1.148698354997035, 1.148698354997035]1.148698
31.2311444133449163 Hz[1.2311444133449163, 1.2311444133449163]1.231144

... and 61 more rows.

wavelet_power_left_walks
starting_time: 0.0
rate: 250.0
resolution: -1.0
comments: no comments
description: Wavelet power at specific frequencies for left walks, participant S4
conversion: 1.0
offset: 0.0
unit: uV^2
data
HDF5 dataset
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source_channels
description: Electrodes for participant S4
table
description: metadata about extracellular electrodes
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locationgrouppaper_subject_idelectrode_numberchan_numberlabelgroup_name
id
0Left HP/HPiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS101S1_Chan1iEEG_group_S1
1Left HP/SubiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS112S1_Chan2iEEG_group_S1
2Right HP/HPiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS123S1_Chan3iEEG_group_S1
3Right HP/SubiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS134S1_Chan4iEEG_group_S1

... and 14 more rows.

metric: power
bands
description: Table for describing the bands that DecompositionSeries was generated from.
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band_nameband_limitsband_mean
id
01.0 Hz[1.0, 1.0]1.000000
11.0717734625362931 Hz[1.0717734625362931, 1.0717734625362931]1.071773
21.148698354997035 Hz[1.148698354997035, 1.148698354997035]1.148698
31.2311444133449163 Hz[1.2311444133449163, 1.2311444133449163]1.231144

... and 61 more rows.

wavelet_power_right_walks
starting_time: 0.0
rate: 250.0
resolution: -1.0
comments: no comments
description: Wavelet power at specific frequencies for right walks, participant S4
conversion: 1.0
offset: 0.0
unit: uV^2
data
HDF5 dataset
Data typefloat64
Shape(6708, 1, 65)
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starting_time_unit: seconds
source_channels
description: Electrodes for participant S4
table
description: metadata about extracellular electrodes
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locationgrouppaper_subject_idelectrode_numberchan_numberlabelgroup_name
id
0Left HP/HPiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS101S1_Chan1iEEG_group_S1
1Left HP/SubiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS112S1_Chan2iEEG_group_S1
2Right HP/HPiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS123S1_Chan3iEEG_group_S1
3Right HP/SubiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS134S1_Chan4iEEG_group_S1

... and 14 more rows.

metric: power
bands
description: Table for describing the bands that DecompositionSeries was generated from.
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band_nameband_limitsband_mean
id
01.0 Hz[1.0, 1.0]1.000000
11.0717734625362931 Hz[1.0717734625362931, 1.0717734625362931]1.071773
21.148698354997035 Hz[1.148698354997035, 1.148698354997035]1.148698
31.2311444133449163 Hz[1.2311444133449163, 1.2311444133449163]1.231144

... and 61 more rows.

task
description: Task configuration and geometry
data_interfaces
instructed_routes
description: Instructed walking routes
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directionx_coordinatesy_coordinates
id
0left[-0.1, -0.1, -6.5, -6.5, -0.1, -0.1][1.25, 6.0, 6.0, -1.511, -3.253, -1.0]
1right[0.1, 0.1, 6.5, 6.5, 0.1, 0.1][1.25, 6.0, 2.247, -4.258, -6.0, -1.0]
electrodes
description: metadata about extracellular electrodes
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locationgrouppaper_subject_idelectrode_numberchan_numberlabelgroup_name
id
0Left HP/HPiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS101S1_Chan1iEEG_group_S1
1Left HP/SubiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS112S1_Chan2iEEG_group_S1
2Right HP/HPiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS123S1_Chan3iEEG_group_S1
3Right HP/SubiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS134S1_Chan4iEEG_group_S1

... and 14 more rows.

electrode_groups
iEEG_group_S1
description: Electrode group for S1. Medial temporal lobe iEEG contacts.
location: Medial temporal lobe
device
description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)
manufacturer: Neuropace
model_number: 320
model_name: RNS System
iEEG_group_S2
description: Electrode group for S2. Medial temporal lobe iEEG contacts.
location: Medial temporal lobe
device
description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)
manufacturer: Neuropace
model_number: 320
model_name: RNS System
iEEG_group_S3
description: Electrode group for S3. Medial temporal lobe iEEG contacts.
location: Medial temporal lobe
device
description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)
manufacturer: Neuropace
model_number: 320
model_name: RNS System
iEEG_group_S4
description: Electrode group for S4. Medial temporal lobe iEEG contacts.
location: Medial temporal lobe
device
description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)
manufacturer: Neuropace
model_number: 320
model_name: RNS System
iEEG_group_S5
description: Electrode group for S5. Medial temporal lobe iEEG contacts.
location: Medial temporal lobe
device
description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)
manufacturer: Neuropace
model_number: 320
model_name: RNS System
devices
iEEG_array
description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)
manufacturer: Neuropace
model_number: 320
model_name: RNS System
scratch
n_seg
description: number of segments
general__SubjectsTable
description: Subjects in this experiment
table\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
sexspeciessubject_idagesubject_descriptionindividual_subj_link
id
0MHomo sapiensS1P36YSubject S1relfilepath/sub-S1_ses-20220703T043729_behavior+ecephys.nwb
1MHomo sapiensS2P45YSubject S2relfilepath/sub-S2_ses-20230723T012252_behavior+ecephys.nwb
2FHomo sapiensS3P24YSubject S3relfilepath/sub-S3_ses-20230219T002943_behavior+ecephys.nwb
3MHomo sapiensS4P39YSubject S4relfilepath/sub-S4_ses-20230811T134728_behavior+ecephys.nwb

... and 1 more row.

" + ], + "text/plain": [ + "root abc.NdxMultiSubjectsNWBFile at 0x13563752000\n", + "Fields:\n", + " devices: {\n", + " iEEG_array \n", + " }\n", + " electrode_groups: {\n", + " iEEG_group_S1 ,\n", + " iEEG_group_S2 ,\n", + " iEEG_group_S3 ,\n", + " iEEG_group_S4 ,\n", + " iEEG_group_S5 \n", + " }\n", + " electrodes: electrodes \n", + " file_create_date: [datetime.datetime(2026, 4, 9, 14, 37, 54, 186783, tzinfo=tzoffset(None, -18000))]\n", + " general__SubjectsTable: SubjectsTable \n", + " identifier: 84464b58-b54f-4520-88b4-23bc0f9a3457\n", + " processing: {\n", + " analysis ,\n", + " behavior ,\n", + " ecephys ,\n", + " task \n", + " }\n", + " scratch: {\n", + " n_seg \n", + " }\n", + " session_description: test multi subjects\n", + " session_start_time: 2026-04-09 19:37:54.186512+00:00\n", + " timestamps_reference_time: 2026-04-09 19:37:54.186512+00:00" + ] + }, + "execution_count": 1, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from pynwb import read_nwb\n", + "\n", + "# read and visualize NWB file hierarchy\n", + "\n", + "path = '/Users/thoman1/Documents/Projects/EMBER/Code/Suthana Zenodo NWB/Zenodo_compressed_groupSubject.nwb'\n", + "nwbfile = read_nwb(path)\n", + "nwbfile" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "5b6cd3ba", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Fig 1a\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "\n", + "clr = np.array([(0,\t0.447000000000000,\t0.741000000000000),\n", + "(0.301000000000000,\t0.745000000000000,\t0.9330),\n", + "(0.466000000000000,\t0.674000000000000,\t0.188000000000000),\n", + "(0.494000000000000,\t0.184000000000000,\t0.556000000000000),\n", + "(0.850000000000000,\t0.325000000000000,\t0.0980000000000000),\n", + "(0.635000000000000,\t0.0780000000000000,\t0.184000000000000),\n", + "(0.929000000000000,\t0.694000000000000,\t0.125000000000000)])\n", + "\n", + "# plot instructed routes nwbfile.task left\n", + "\n", + "task_mod = nwbfile.processing[\"task\"]\n", + "route_table = task_mod[\"instructed_routes\"]\n", + "\n", + "# Find rows by route name\n", + "route_names = route_table[\"direction\"][:]\n", + "\n", + "left_idx = np.where(route_names == \"left\")[0][0]\n", + "right_idx = np.where(route_names == \"right\")[0][0]\n", + "\n", + "# Extract x/y vectors\n", + "x_left = route_table[\"x_coordinates\"][left_idx]\n", + "y_left = route_table[\"y_coordinates\"][left_idx]\n", + "\n", + "x_right = route_table[\"x_coordinates\"][right_idx]\n", + "y_right = route_table[\"y_coordinates\"][right_idx]\n", + "\n", + "\n", + "\n", + "task_mod = nwbfile.processing[\"task\"]\n", + "route_table = task_mod[\"instructed_routes\"]\n", + "\n", + "# Find rows by route name\n", + "route_names = route_table[\"direction\"][:]\n", + "\n", + "left_idx = np.where(route_names == \"left\")[0][0]\n", + "right_idx = np.where(route_names == \"right\")[0][0]\n", + "\n", + "# Extract x/y vectors\n", + "x_left = route_table[\"x_coordinates\"][left_idx]\n", + "y_left = route_table[\"y_coordinates\"][left_idx]\n", + "\n", + "x_right = route_table[\"x_coordinates\"][right_idx]\n", + "y_right = route_table[\"y_coordinates\"][right_idx]\n", + "\n", + "plt.figure()\n", + "plt.plot(x_left, y_left, color=clr[1, :], linewidth=4, label=\"left\")\n", + "plt.plot(x_right, y_right, color=clr[0, :], linewidth=4, label=\"right\")\n", + "\n", + "plt.xlim([-8, 8])\n", + "plt.ylim([-7.5, 7.5])\n", + "plt.xticks(np.arange(-8, 9, 2))\n", + "plt.yticks(np.arange(-6, 7, 2))\n", + "plt.xlabel(\"space [m]\")\n", + "plt.ylabel(\"space [m]\")\n", + "plt.legend()\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "21c8b139", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(1251, 4)\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#Fig 1b\n", + "yoff = np.array([12, 4, -4, -12])\n", + "iEEG_expl = nwbfile.processing[\"ecephys\"][\"processed_broadband_iEEG\"].data[:]\n", + "print(iEEG_expl.shape)\n", + "# timestamps\n", + "ts = nwbfile.processing[\"ecephys\"][\"processed_broadband_iEEG\"].starting_time + np.arange(iEEG_expl.shape[0]) / nwbfile.processing[\"ecephys\"][\"processed_broadband_iEEG\"].rate\n", + "\n", + "theta_expl = nwbfile.processing[\"ecephys\"][\"processed_theta_iEEG\"].data[:]\n", + "\n", + "plt.figure(figsize=(14,4))\n", + "plt.plot(ts, iEEG_expl + yoff, color=np.array([0.7, 0.7, 0.7]), linewidth=4)\n", + "plt.plot(ts, theta_expl + yoff, color=clr[3, :], linewidth=4)\n", + "#plt.plot(x_right, y_right, color=clr[0, :], linewidth=4)\n", + "\n", + "#plt.xlim([-8, 8])\n", + "plt.ylim([-17, 17])\n", + "plt.xticks(np.arange(0, 6, 1))\n", + "#plt.yticks(np.fliplr(yoff))\n", + "plt.gca().set_yticklabels([])\n", + "plt.yticks([])\n", + "# remove y tick labels\n", + "\n", + "plt.xlabel(\"time [s]\")\n", + "plt.ylabel(\"iEEG [z]\")\n", + "\n", + "plt.show()\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "0e13397e", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Figure 2a\n", + "\n", + "behavior_mod = nwbfile.processing[\"behavior\"]\n", + "avg_walk_table = behavior_mod[\"average_walks\"]\n", + "\n", + "route_names = np.array(avg_walk_table[\"direction\"][:])\n", + "\n", + "left_idxs = np.where(route_names == \"left\")[0]\n", + "right_idxs = np.where(route_names == \"right\")[0]\n", + "\n", + "plt.figure(figsize=(7, 7))\n", + "\n", + "# plot all left walks\n", + "for i, idx in enumerate(left_idxs):\n", + " x_left = np.array(avg_walk_table[\"x_coordinates\"][idx])\n", + " y_left = np.array(avg_walk_table[\"y_coordinates\"][idx])\n", + " plt.plot(\n", + " x_left, y_left,\n", + " color=clr[1, :],\n", + " linewidth=2,\n", + " alpha=0.5,\n", + " label=\"left\" if i == 0 else None\n", + " )\n", + "\n", + "# plot all right walks\n", + "for i, idx in enumerate(right_idxs):\n", + " x_right = np.array(avg_walk_table[\"x_coordinates\"][idx])\n", + " y_right = np.array(avg_walk_table[\"y_coordinates\"][idx])\n", + " plt.plot(\n", + " x_right, y_right,\n", + " color=clr[0, :],\n", + " linewidth=2,\n", + " alpha=0.5,\n", + " label=\"right\" if i == 0 else None\n", + " )\n", + "\n", + "plt.xlim([-8, 8])\n", + "plt.ylim([-7.5, 7.5])\n", + "plt.xticks(np.arange(-8, 9, 2))\n", + "plt.yticks(np.arange(-6, 7, 2))\n", + "plt.xlabel(\"space [m]\")\n", + "plt.ylabel(\"space [m]\")\n", + "plt.legend()\n", + "plt.axis(\"equal\")\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "98375332", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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NWNYGU5/zOZ8z+GO1mVSVT/zETxyc2D/4B/9g+3f/7t+17//+7x/OsK26mTH+/M///PZLv/RL7U/9qT817LZc5+R+x3d8R/uiL/qi9bvfnuVy48aN9of+0B8akPOFX/iF7eu//uvvuF+zt7W50zobPH3DN3xD+7f/9t+2z/qsz2rv//7vP8wAP92SitSKB2Hh9a35bgq+rDd3FszfaSiuq8yKZlmvMQZPT4i59IxQC8leH7g+Jhx765d68Kwqy4RQ4hkcUncamXWv8LXs6KQxeNeFNdfZ0H62m3D12u4p1YR57KinrKvniPTgH6OP3tq6Mfh7Dp375Hd69LKMdsb4YoynxuCyATS21jHbzjZ7ZV34ev3Ma8vaMG2O0VXvnaS7dCDHaGTZMgX/7o19T7aNBTPGDKIeXnp9Nc/3nGB4Zh0ZtMpI6/Vj2T3jItfzr9IRPbjGnhtz4LyWNXmyxyur5M0yGFfB3Stjstn8MyYPx4JovXbHeLono8d0qHXNGE2c14BOZ2iZvTF2BKCf8d8eq52dYePUoRD4pc7kwTH5kvxovurJ8sTFeeSM2+7Jk/PQ4TLZkXB47L2PRw8fPftxGVzGC/Uvk83L+uNAyjrHQ+b7PX7w9bF9Xcbq9L2xulOWJK0nLrFzx+pbBYOf6Y3rPV0mSzYSuMvds/7m3/ybw/fHfMzH3HH9m7/5m9tnf/ZnD3//b//b/9am02n79E//9La/vz/sclzOKWVra2tIaa7dkcvpvXTpUnvNa17T/vSf/tOnz9SMcB0FVM7sX/trf21Iff7bf/tvD3XdM87tt3zLtwweeuVY/8W/+Bfvup43vvGNw+zuww8/PCC3dj2+m1Lv1efohLrHFKK/85meEdd7D0HVi8bl9zJDyp8xOLP0HIuxulNhjSnorMefnlO2DHcprGxQjsG+zKBMg8RtZRu9fq4yVrP/ueFHD85luOzVvQzn2Ua+swxPvefGghOJi96767bd461V/DbW71V0tQzWsXrzveTXHh57747R/rJ3VsHS45se//VgG6sjYczrYw7CGM57tLSKb23En4cves+v4wgmTSyj61V0vw4tJC2N9XMM18vGrQfLsnHJOsf6O0bnY3LEdY0Fn6h3LIA65hyOwe+/c+O+fD4dq7Egr99d5rz0cLuM38ZwlGWM5wyP6xzL4ujB1HPKE94e3+bz6/BLbwzG+GAM1sRvr/7e2GabYzjuPTdGu2NB2nXxvownx3DgNpbZRb06/Tttn7HgoWHI9tIeXCX/E289Hl9GJ+ncLsteWdZ3t7nMob9vyvT8acfrpCWvKnt7e6d+1Fh55Stf2b73e793aT3lQP/UT/1Uu9vyrKcl/72/9/eG79/7e3/vgJS7LZ/7uZ87pDD/lb/yV4bNqO621NT4z/3czw2p0VUwZim5w9vYjAqMtCytIs8LdBSMbxvUbr8nrGinrlc0q5d+04syuw73oddWCnwiXAnjmJB2G2MCtVd6Tt6Y4DU+emPkHQi5lxFS6h5T0NnnHmz+nZFA4MndO01XPSWWAr2K+7lMWRsm017ODI31tYf3ZeOZ+Mt3ekZAT3EZh04lz/718DM2a2v4svQUbO7QSr25E2O+TxmbBe5FiPOs6d5M6jJjJPE4NpYpcyxvcsx68I8ZeYnLsVn5pNUejInP1NV5NrLfNY17N2F/ejPHrqNHCz0jqWdo93DR65+v9f4ee2ZZe8vGxTvico/ZNeOg17+x+no4WFZMa4kb/85xzGfHzsau0qt/jPZ6MrI3/v57TEYn7gxPFcuSHo0bRylb/XfyU9WLvWE4en1Ix7hKzdomDaAfkx7TVhnblTmzIXKskld7eqU3c2y8WHYlfInLHGf319kSYzqJulI39Wwe48D0MuaIJg1bDxhPvX4Zx1l/vpt96dU3xsvQQm8GuYenHh57PD+mZ9J+xnbz7x7vJm5X2bb+XsN/uzfK9Jlfc3svlWe1ZzVl/eM//uOnC5Fr0fHnfd7nDWcu1VlJda7R7/k9v2eYnl5W/o//4/8YFh/Xob+V4vxMlkxhrTSIVFysmaxiQdNTcJS6R7o7z+WshVODEh7X3aPR7e2+ELWiqPbNyNkHt2W4E55839fGFP4Ybsaizz2la3iyruy371f6FddY85pOE/0YGz8HEnr9zNIb694YJ44Snmyj11a+3zPUe2lnvX4kLZjmsq1VtDL2bO8ZF8Ycek3nnvd6uMhxzTHzWIwpR+pxXcDSM2h6ynEsaNBb8gLv9gJiY3Auo/e83zPATIu9dsdoMse090y2uazeZe31jBbjLw0p3yucjsG3rL9jbS9zIHqlR/NprLvOHj0va6dH075uvumt/S380G5PBqct1JNXhe8eLhNf/LaD3etfbyyy/dQ/eX9MVri9ZfbdmA2YjlAPH2NG8jI89fqdOiHtDb5rDJ3G2ZNNlNznoUotd7PdYjh6et5/j60n573eUiCuQwdc7+nFXvH49fRRPtv7O+FJ+d2jD8MGvsb67+cZ+56tkXDwbNqRSTdjMqPX/549MzYu1AWferxWjWkPnqzTcPle2pxp95Xt5j5iy2VZNf7Jg4bxvvH3ps9v5/ZZTUuu3Y9r2+gqlZpca26feOKJwbGtPOzaTatys+vz3/13/137xm/8xqcc7VO7Kf/JP/knh+2h//f//X9/Wo52fSi1WzPFQszXcI58vRfVW2X4rXvdwqZnLNUnI4i+NzYb0ZslGTOsenX04B2DL6/7nV6UfV24ss7e2PSeTUU+1mfjfR3c+e9epLKHwzFnZgy3yyKhy/C/rL6xNul/RvR7fezRSBp6PRz5Ws9AS5isdHt80Dv7cxmeMgruvvMZW/s3hpdsY6zPvZkx93MZL/Rwn/0cgzevj+G612bCmTSy7Llem0nPaaytw/s943yMH9ep1yXHNuuk/2OlN+bGabZvOlzGm/67x+M2xteht7E60ykcw0XvXX96s4ZjvAneezNUq/Bg221s5nkMJ1mW0UnvWcqyces9RwH2Mbnak0U9GeM2sr5cM9qjA4/BqrGlvh4ux2jO7yx7PnE5NsPYs71643JePZ9j09uwcx1aHnsu+9J7NuWm4Uw5kc8lDKlfex/fd315DmyvH8mvOV6J+7E2kz9Nw71Ada8tv9dbn+9nx3T8PVlmIx68y33T2aeWZ9Vtr92QKX/2z/7ZYQvp7/zO72zXr18f7v2n//SfhnTlKrWYuNbSZvmjf/SPtscee2w4B/d93/d97xqWr/marxl2+uJTs8dVeqkXVZyqsyqNYez+WN3L3jMtLqPLXvoK38vgtrD073VKL7UkBfB5S6/O3v1V76fBnXX36um9s267y3C3rN5V7y6rK6+t086qe3dTj8d7Xdo/T/2rxmrdsi7/9p5ZRk+94rS93vVV9awag/PQ5xhvPx0cnvf9VTg7Lyw9fjkP3a7z7Hn7usx5PS/NAeN5dc15eeVu7p2XNpfxw93Uvw6My+7dDf+f590sY6ml5yljePb1nmxZ5/e68Kw7Lj16T70+Zq+sU94TNL5ML/dgXRfeu6GXsbKuHFlW7gZPY7y7jP4Sb3erwxP369LN09Xf92SZPr9nbp/VntXRPf77//w//8/2GZ/xGYOTW+UVr3hF+7Zv+7b2237bbxt+//k//+fbobYAri2pK2X5P//P//Nh6+mnU77sy75scJL5vPnNb+6mBjk9M1M1UQiZ8rPqOadk9GY1HJ1yXaQh8Tth7b3ntBKniTgdhbozKrYsuud+9o6TcT8TF/7ku/zuwTPWV7fVgztxlqkw3CMF3X1zHctShcbap67e+PboIHE4Nl55r3dtjG6Nv6y3rpNKxbt8+znXk7DmGK3TZo6N6XiMtzxuxmVv3JIO8rmEI9PJsp7ks8RHjzeSrtxWj8eS33q00+M1P9fjn+xzj+dzfHr8mvIsx7oHX7bhOsaO10p4e3w2JltNwz2Yen3nuscl+9DrZ29sx3iu1xdSNnvyi/dSlvTGDNpN+nR94AQ5m3AgB3r80pMzy2ikNz49GZHv9MauN449WurJl2W0mB/LlHw/+SjpJnnKOM4x6cm5Hm/3dHhd82RN3uvJ1h5PeJzzefdrGe+bBl2n8dn7zjHs1ZX4TX3ew73h6vFxLz16jM5NC+vSD3XV2AOb5eOYDnI/xpYwJZ8mrfee7cHv96GlhKX+hn5zTHP8s46k+8SZbYse7khDtgwZg7HHvzmWxn/K/fuiTDfO7bNW6pwkym/8jb+xfeqnfupTnqktpf/H//F/HP5+17veNZybVKXOxP0Tf+JPDNtK15rb2TnPa8pS5yvVIcL+LNq/U7hSljFTKlULjhQqru+sz0+Fz7SYQihhob4UIAnDKkGTazytTMYc2Lw2VrKPvbp6Sj3x2sOl7/Vw2/ud8GJUZj97sGYb+bfbHKOZNMB6Rlu+77YS/rF200jpvZfPjyn5HhyJ34S/h7MeDGO8kgq614dlxuIyGs06e05QwuUy1o9eyT4lPnp9W6aHXJd5OOFcJmfGFH/C0xuXMbnTa6Mnp5bxcOK7Jw8ST4nLLD28JA7HcJ4Bil7fenS/ClfLZErvvWXy0XWlvE5cZ3+Tfnr01HO+xvTPmKzz7zFa7fHaMj3g9u3sjcGSeE6YEq89+WYZmWOybKx6MijhyHHIekyjYzQGbL3AG89n8NLXl9HpGH56/cxnxnTCGP33dMAYbInDHk0mrv177P1V13t0MQZfb7wT52O03huDsXbGdGbSTS/ovu4Y9+gW2k2ZMsbjPR42rfYmZnoyJHljGU1mOz15f8+W6ca5fdbKy172stO/P+ADPmD0uTrwl1KpylW+9Eu/dHB2awOqerdSmf1hLW+V3rWxUttXV3u9c3V7Qmmd+8vS01aVfMapE8vqWye95jypx2MKJ2HrwTSmVMbqT5jHlMFYPT3FNabADPs65TywjNW/DPZlfc/7Y7juvTdWzvP8MsXcqwN4V+FsbLyWvTMG23l5ap331sVfzrKt837CUcU4uxsZMQZf7/l1cHqeskqmnKe+ZXCO/V6Hds/br1VjalpfBsMq2FeVZyJVexWNLZMpY7/Hnl/27t3SwTr3z8PLYzhahet14T8Pbv1M0tzdtHee95bVdV55vE4/z1PHunhYR3ekPbBK/i8bo/P0Z53n7lZnPN0xPo+cXdeOWbftdd65m7T9deE6r51xT5XJSGRiLFJ3n5Vn1bl96KGH7nBw1zlbiQ2l6lxbDhWuGeD81BpaCtf+1J/6U+c+CsjbuHtrchamM2HsSBHP5BEmjqDW32yTPxZRzSMDSJ3JNJr6zXXgoU3Dl7O83tgjU0LYRXgsws9zDI1hSCPfwgmY0yA0Do0L47Q3+0adXKMtXzujnTO8877TWlzAgcfC8NFORkGBh5IRc8ObeKWeuu/0Mtrze8ZfPmu4Es+OzlfJ/ufRORkBzWtuK3HiT8525dFMHku359Qjnjcd5LhQt+/7PdO/xzoNKMYtccvf5mnXkRtWJJ2apszPfpdjvIzjHHOeN330IvJJX+4Hz4GXXrvJrx5f+pRjnTMNxrX77/qTrtKISlrjOeD3++YTrqccN1x2ShmTpIv6MObU7z70ZgoMm2HOZ00zKYNdEq6Ue8ZR0riXdXAvZaT7mM9aXzmrZUzv5fvGN3XkTFHKCMtD2urpgZ5OAHc5Tjmmlqu9tExfq9/IA+s6t5F9cL3WJdTDfWdJma/cx8ykyrTiPOLJOMxsHfDjtsGtcWr7wvYEfOAxAqYxnZb1mWZ6wRa+KWMyG/7xmKc8yvqSJkz/PbnicTCPuE7TV44f9JPXDIvhtn2XMinfzzEwnxlXvm96SrvN1/wc8EO/0EvuW8Q7hafkrZSH4Nnjk/erHnix/iY1GX0KXD15BtzGZcoC9/+ZcqSfE2W6mbl9VssnfuInDt8///M/P/pMOZuU93mf92m/noWtxyF4th63oktF7nfqU79TwXM9hVx+599uN9czICTqmzb9rpm7fnP8gx1u4Llw4U5FlUq+Z6zlWgy/T58NE8+O9RPYjPdUKG6H3z0YLfDy2Is0jDz24CXfMX4Tlnw2lSTv5j3eyWODEk95xEnKqR6t8b6dRd51v3troMCD60qFxFj1cJLX0uCDD9wPO5c9hUzdfpe6wT/9cV3cc/9d0pHL6zlG/DZuXL+fyfvUa1irmD7yfbdnGMZ4LcfXJWnEdJvw9XDv8Uk6zvqNH7fZS+U0X6SBb1gz7dR1uh89vPMc9VoG5po6imW/C89kX+xQpqNk+rKs8j3e93hbhpsvzdPZR8tO44Z6vY7N/JTHLNVRMVWqjZ4OcNvGv8eHOh10TcN+jMZoO+8nPi2He3IrYeyNp8eduly/ZbF5JXk2cQGOe31w3V6fONaHxFXVW2OUeq/nqCdu6rf1d08WJ7y2a0xDPfulF6B0XZYjKVstj3s2OTSbssVj0IPJv23D5NglLD5KMHkg602Ye0eX5d/gxrrPdM/zCXvyueVoykrDTXvWjcnf5lfjO3HrMa7nbAv35EOOS4638V1/X7p0p3yC3pNnss97e0/VjRTLpFVHNd1TZTZb73Oflme9Z5/zOZ/Tvvmbv7n94i/+YvvH//gfP2XdbW009Zf+0l8a/q5Z3g/90A8d/v7hH/7hpfXW7slf/dVf/ZSZ3/MWE3pGjB3FHxOgnkXqzVTWJ2erMsLsd/ntCFNvBpj6eA4adkQuBbCj2Kk83beMAqcBk1Hd3mw2UbjEVyp0t+nIWtafY5bGTuLDH8+opfEJnBaIOSPnet1Hw+K+EmV3namsuO/2LdShmaTBrJc2s63Ecc4Ku0/pOFESB72x8Hum2eSVnvHSu24aN45MEz3HyAqPPekc/aW/fo+ZkLFNfbL/xnWPL4zXxG/OYJiHTJu9upbVy/s9esg0WsObbZoOHI1PXJuXiJYbx54lQi4BR/J2yg/w5D7AH73xdj9M237e4+dx6MlG2uK5XkAhZV/yB20nXJaR5i+Pi3nAM0zZDvjtveNZIMNgHWRe8c6oxo91AG2aPlKeIP96wTzjzX3P8R/TUynXTK/g3Ea+Z6A9hqmHTcOpB6zHkBOGI+ndtGaZzYesiZ5OSH2RMt90krqZ58Fh4ta0knSVegw+dltJZ4w/3ymXuJ463PKUZw2L4ezxhccNuCwr/Hz2PQO1Hiu/7764PredM/mpB0zLCZPpzXXm3+DQAYJleiBpOvtqXoAO/azHO2Vz0qnrzmBf6iPTct4HZreT13o4dr/zetJC4iZ1wj1fpmvMzD4N3+i5Xp71mduP+qiPGnZIrlJn2X7Xd33X6Y7Ib3rTm9rv+32/r/3Mz/zM8PvP/bk/N2ww9etZSK2A4FHS9W0hhcLN1IZe2mXWRemloeVZrU5VzmOBrDSqTQviPM/OsPhdSi1PtsAdO4LIvIEycr98P/nICs6Kz+3ZEOvV4WN83C/jLd/FuekZ9y7g0AV4qcOwu1+GI41Ww5OpQGkY5js5VtCWYbBiTxytOkqK9rPthLGnAOCVLL3zGH0GbaaV2ankGdp2HT18VL0YoeAnxx+6Tv7L/lnRGd4ejnh37Bgs4yhx4XqBa4zePdY+U5J6c5yXjXGP3qkv6W/snTG8jOnMZTIvccGnh7Pk+5RVpivDY5lnY9xyvkcXdf3g4M46ergek429lN0xedXraxUdFHCKS+4Bc6aq92SBv1PemHeSdrItX+/xa9Jkr478bRwAv+kug5BjZUx+pCzuyZTkY8sU00zKgcRL6rTsQ+9e1mVatW7svVPXHbgxXWcwxbTDux4L89iYfnN/x2T/Kp4Crp7N4OvmW8tK84X5I3nU9fXwRkl92qMz805PP+QzfPO3x6dXkieSHv1cj7fcruXBmC6wPWT70c+Y57ANE0duawwnY/BCu9CoaRa5W2V//85ACXBlIHqM53q2RM+Gui/K9Pmdlvysz9xW+Tt/5++0t7/97e1f/+t/PTi6tXPxxYsX7zgH9yu/8ivba17zml932CrtwWsHKvWhmLu+SZcohqtCJKqu2/kljYtSzFr11XULISK4VWBMUidZ4wBM6TTRbr1X8HldQrXnFCKvGal7tOPZkUpL5l3aBE5wglAAhmqjnicC7DSh3lEKqXAtHKsuC9iCzw56PVv3nTIF7KSWgAtHvoGTCGU9WzAbl8BU/STVJQVfpoSCO6dL0lb9XXCQFlu4vXnzrB7gylQt6qPPBQOpPgVzfSrdhndQDqSYFUz1TI4D9FPv1nfBlrP/zKjVNeiqN9NAMMMzBGO4ciQe2oduCwZHT50iB8/wm7GHh2z00Hfacpolf0NXPGeF6P7DY75ufrahRZ+hLWggjSmuOeUMfidyXnWYv02bnmWBDnLmgzHPrAHTq9uF75w2xjVH1i3XXE/dh14wqE1v5nP6jQxCTlnueZYx18BBh06dBCb6mTzjWQVoF9lNnfBpRvg9xsUv0D1jaEfAOK/noHHGAxyAY89C2IlxgMFjiM7hWWSyZybrWukj1qbVs3UNOeiZcui05BFyu56FpqBlxhs+rTr427PB4N30QjG/gru65pTAdMRNH+AU3oDmqNs4ZRyts6Aryy7rYMYUWQqc9S60Ue8hh7AFgMv9h5ahjyoeZ2QzNFNwXr9+Nt6Mk41xxor3Hdii33W/aJS+Wiaal8CreZPnwLtxmWvNgf3ixTNbptpl7P2hLmiJttKBdkpp/Q2usTUYN/MRcNUzwMb4pTMHTVrHokcYD6ekgifzJLixfQN98S68k6nVpktoKPU+BX1rBw++tY3mpUbIMPRZyhvL/NTR9Bm6gj4Sn3UPm4M+wB+5Dtl8ZH2IrWV+tO5krEz/8HE9X4eY3LhxNi6WueAI2gI/0D+y2HoVejM8vYDGPVmmz++Z2+eEc3vp0qX2Qz/0Q+2bvumb2rd8y7e0n/3Zn21PPPHEkIZcM7tf+IVf2D7iIz7iWYENpkA4IuwtVJwKkQGRdAqq2HC1Q+WP15zCxCiHNPIsAA1DKrSeIZrGsfthZzMNRT+XKWrpbCIsLCgtXOycuD23OWaojuEOYZw4plAPeE0ZYIWEErTgs5PO8zkG4AChbuPFhq1xw9/ua6YyZn028GnPcCX+7Gg45dkK0GNgA4fnEh+ZgmT6yXHKfvk9w5ZOpWk4DRWMzLExAi92tDLNyryR9G+c0N/sZ7aZjovv5XiY7pKueryZ9ffaHNNrvA9M5tOUW3Y00yjK9bZO90y+8JiBP+rgXctWj4HHy8698WjceDyNL9qFT3o0krMrPblD3Uk/dh7hc9qyzDJ/m25MCznD2Bt30yrwlaGGw5F0YZjArWWcxyzlbk9ueex7dGTazz4YNz2dQ0mj3Dq0J/8t70wLht/vWhfakTGt857lXo6F6cHwAp9p3s8T8GQczO+mt54eTxiT95MG/DvhtmzgfsLMPQfPkA129DyuPTkG/VsmpjOeQbKEARnl2TnuodNNi9ZFqcOMZ7dDH6jPuIKeUhd5HN1m9t/9stzhec/A01bqaNrKce9teJW0Z/ybF3o8BGxpPxhew9jjOegcmzNlbsqClCF5zQGB1KUeT5aVmu8tbzx+Sfv3fJlunNvnRKl040pLrs8zUWrNbX2eidIbf8/WrHo271s4977NXGb6fCYj3W474VgGVy9lKGec3O5YXfTNuEkjLvs3Vs9YX8ZwvqzOMVzk9ayj995YO64zle8yfLmkQbsM5mxjVd2806Ox3rtJg2N1jdHIsvp68NkBHIO9B2fWtQ6+l9Hw2H3/7uEj2x57Jp/vteVAz9h72caYLFnVz169y9p8Jq6vot1V7/VKytRl9aRRnHx6t31ddv+8Mmrd+peNd4++ejy7jg5Zlzay7vy9jE57baRMXIeu3C8M3XVlpGfGxmAwvCkn15X9YzRrfKQDv8xOGOtTjq9hW1ZSj/faSZmYwa+xse3JnVU8YpmXzqBhsKPu9/KZVTS/jo3j/nB9XTm0TnGfl9kFtHleuyrboY5VshDcLatrlY7tvd/jn7EyRvvr8vnYu/eNY1vFUafnYXn+9nzNQjSLlCgifo4IEYnieVKXqzh65R3vipGIfFJQDk5VdWpZpo7Vde7Xe04jq7ZIP600DqeZUEgzycgjqWfAwjdwE4FzpBKl4ShYzvgZH9RFRM1/Z0TPOwLTPnVVcRSQyC/f1fecUfBMBamd1OeoI2NpWI2/3uwMKTCkv9TflcZDulCNCb9JNUSwZsSaMfVaZlJiiZzTb896Qae0kXCSTkYaUF2/detOWk18Oi0uZ45T+XLdzzBOjIHT+00n4JUxYiYq09yd+VA4Lfig24x4gyueMz8Wjj1z77TiNC7AKWMMLdhQgned4mb6M+3kt/nA8oT2nblBG07Vz1mNsaCSedPR6l4dbt9jZZnA2Njw9KwH/UrYq9SYuG+meeoxzFwznVaB1twP+uAZIi8XSJr27sTwoZ0kL5XgOQdkSPWkr7n7tAM4jG2u5wRu8zJZGaQlO0WZtEr6ROo0MFreembZugjdwIwcfXYGDHyVGUVJw55htOz0GDod2UtEkHHAjn4Df8BBfU7PdV+BIWdE6U/1zUs4CBLDM8hp9CP1oPutX6ERcOox9kwU4+1ngbHGrOQv7UOT9D3luGWN5SC8gU7zjLl1GvRuewO8m6+Ajz56OQX0x1g4zR8cMG7018uIuA/feud6p5PzXhVonXFIvObsZC87Dvw6lRYcux54zzKsnsH2Qr7Tf/DJ8hpsRut1w5c2EWOFrEEmQrf1waY0vKZp94W/nQJsWqA/ph2WG9gGtT1VS6mSBpF74AT4+FDn5ctn73lG26n8lhfWF7Yrqy6WAdIf49R2qseaPlY7vO+gQNLc82bmdnr/rrm9f3t2l+V1r3td+6AP+qD2qle96o7rjsr5txnERiLXerTTiw6ZSWHkXvtuI9sfg61Xj42TfG7svUx1GcNPr9/+nTCn07isfgvOXruJ/2xrnb5mH3q47b0/hveeA+Hr7r//HqOxMdh7/e9dX3VtrIzRcu8d09cYnlbdX9Z2Pt+7nzhfho/zlLG2V9HYuuO4rL27eX5VWcYDvb5mIGOMX5fp1pRjvrbq3hh82ZeUE2M8uYqfs0+8n/Xl9ZSZy2DNeyn/LSsSlmV0xW/PXliGpsxeJt/HSq9/q3A/9t6ydsfoZBks+WwPP8b1Ml7ge4x2lr1vusC4T33ao/llejR/j7WN8z7WV2BwEKKHtx79jcGe99zm2PV0rHvj6LaW6a5lbfbo/zx0uUyWuJ5sv9fvMdh7vLRKTvdo3k60YR0rSSM9eMfa5+8eHu3QL6P3ZXjqtYvz3oPVfcm2VvXhvijTzYZSm6Ly2te+dvg8/vjj7dq1a6fROaJfPWHP9UxrgLmcqkG00szm2RquO4K4jpHu2Ym8bsMIeEzTafjkNQssC0sLcyvPhIH++LdnUnPWdkxQ9/CecC5TFIlf93dMWfYUWZWEtWcQZF2ptPOTkf6xetNo7Dkb69CCxyXHLnFgnPXGJe+vM47GB+97FsuzMqmojB9Hvntj3TPax4zIVQ58zhiiYMfe79F4j5c9Fv6dTk3C43bH6Mp4cf/NkzzjiHfONpuGehvl5LffS/hNL0nnlkG98cw+JT7G+j6G9x4fel3qGJ336jKO3P+x9ky7xtMyel42xj3nYIz3POa+598pa7jv9gxfj+d7f3uGv0dLWX/iZ2yMxwzYnh6qb2eNJG/26D/xnLjr0V9mZ+R4845nqdynMVkyxm++1jP8U+eNtWM88PyYDeR6evSUeiflHfU7tZjnPDZjuE4ay7XRptl1ecnwJl4NV45hFWd05NjkN/AZbz1YwUnCkWOXsir/dj12ZJfpbOOPZ9N2gDZ6Osl03aPb5Pves+6r7fIe7aa92cO3xyf17X1RppuZ201ZUUhryA0KUMq5a53TQOxIOhUKA9H0V99OqbXwzE0CSEmxIZVpP6RYeDMq6iZdhHQip8LW/UrdsEPvzRcs6JxGayHmzWaqAJcFktNDwSH1eF0H6T1Op3NqLs85RYe2nSoDzP7OtGcL1QpCeEfoNFacumd43f+qo9KJKu2F8aqP0+3q20aWlbI3SaJd003dt0NIcX+8IzZjRrpXtVuw9dI/KbkrtWk6U5goPbza+HFaKzj1mNC+0+adquT2na5N2mAad/AsdTgN0fwH7RgG6sn0Lo9Ljpd3WE+jgj66z8Zj7gruVGvfzyCV6dPP9Qw5ywPTNH1PXidF0xvg5AyUjRsH55wOCV5cR+LQ4+n64BuuZ4CqV5wm6XRb71hqurOMTZnglPaUV5YB/m355jRCcJFy0WmO1gOmqTTQrE9IEzRc1GnHqkqlw9Zz7KRMinjKfPjQjodT9+0EpZOTcheZ43RN83LOLDr91PIEPWBcoyu8lMjw2YEATqe6Oo0cGoSnKXZqrB95x3VbhppHgNP0XmPh9Gnwab6w/LJsSL42vzF2jJ/tip58YhzMF95xnt9OTydAAW5y2YZtHcNvXjPc9Uzhw+m8TrO1vLCNZCcr7XrjDF6otjhtgLpMJ7alKLaDegFut599M/8a37YXsDusc/gNf4J35Blt2Ub0jt3Wb7zrd8ybNbaZlmsdZPjor9PVsz+0xzO1M3svfRg+A3+WA7atcimNdbTtot7sM7SZsLmP1pv3fJk+v2du79+ePUPFRj95+VV6ax95nnWCeRyC15Xw2woEprVwqTZdjxWXrxs+6nDb1G+nE+HgOlljU0LfjikOkB1K2rLxXcWC2s8Z/nRwLRiBk36xhhQYbIRQ+Bunnb8tPIGduukvRoSdrXoeHFghu68ep6QHBDLwoJQJKBjv1IfysoHkMWSMjX/aBJ/1PDQDTn2kkekEvIILK087DjyfUVKPk8ev6iwlZiPEuGW9mmmHUm0QCIA+qNd1mJY4CoI+mRbqHvVhuACD14wBp/nJxXSfxp3xAT1ZifJsGoT01zNEPM/9XnDGawkNu5W+37UhRTFdGRZ+Zx2sDUye7gU2PA7mbY8ZBohpzvRqfABHb9+AHk0Cj48XSXlpmgHf9NuOk+F2/y3zfd9GW/Kv4aBdOwA9fKUcpD74NXHOWsKkFZxJ49gyxga666Nk3wnU2WHv8YJ/W8Za3/Sepx3kSAaIrAeqpINK3elguiDbeo5ctUt/HWCgbpwvfvNcOjt2mixbkQ/A7DWvlNobIfWqx9B61vqp51injqZ96qGYHqxLqcfBZcOKXkq5aRxmu7QHLcN/Pt7O7dNOymgH613oi+ECR7bFerIGnekxgcepJ22qdCINs20u99uw8g1vYrsAS0/WpS2ALWN8GqbUCckvdlqBwWtWecewezwYB/oL3166tPidgaKerWtb0XIRx9hHdjlgBVweL8t299s4gea4xt/3fJnN1vvcp+X+7dkzVIj2wWCOdNlYMfOnweJraWxZCdpY8IJ/R7d7gRfXk9/eqAeh5Ygz1w1HGrBuJx1R46lKRpYNcy/tg3tsLGF8Jc4Mh6O+Lj085PvenIF3jI8cu4Qhxzhx4XeSlvx84hUcebys0IDdxmuWdDassJnJoC4/Y9pI+BlLG009GrRzZKc1jeZUoEkv+bzrIXCQNJ/jZwUJLFasxlHSZ89AMy312sprOcZuM/mzB1M+13u/R5P8dl9745rv13emgbudHIvEjekjneSeXHQbzj5JoyXlhtvKse7Jll6/ky7TKXOfXHKGKjfzyvZ9L8e3irMXenjOpR5jdfVkUsoUnjde/S59ypTqxJedzBxDw5C6Ivk5x9Uz/Tlexj/veBY55XuOXW8sk4dsiFOX9WT2o4djYOz1d6w/yW/mVQdJTQM93Obsa45L0kfScOIms1S4Dhzup/WqM2cStsRdD585jqZ5z4omfrln+oZGuGZ+zTH1ewlDT26nDrNerGuZGZKOaY6Vaa7+7o1b/p1j1sN3Ty71ZELiPmHN69Bmjq3pNMfH95MXlvFl9nHVb8uJ7HsPD6nDxnB8z5XpJi15U5YUG20WODifeWROprBU4X4+75Qrp8u4Dh+WTR0Uw+SUDa479ZB6e9E/nrcRyg7CvEtfUolyr9eXHk4S5t534oM+AxMlDcVUCk4xNW551govDWbSgQyLDffsl9PiXH/9ZifiKqQmuR1KOjpVwHuOP+Nav9mhkedTOHPu5RiOeTcVKr/tKPXwkXij38aLi9PMs90q3g3Ru+hmMc59zXTIM2nEgRMbJjmLanx53Ayv602+HXu2l/Kc7S4rY/yVMor2su+WFb0+JI3yTO5S6fZyjBxI4T71kNrXo40qRc82MpKm3FbiMXnPfR6TJSlDXYf773eSj/yurxfO3I8qiXfTYLZrPLAEgXcTd4m3pBO/S3APPOWzfj/1QeKlp5uMa+PMY24Z0KODKrTbwzfwGB9O2e/pbEpPp/sZn4DQ60uPvn2tJyv8vHczzoACzxrn7meOQdJvyhHsDvND8ob/7vWDv+GNHj6Mi7yeMjb76vc95r2+ZPGO1VnS1kAnLAsQA086puDRuMj63Wb2rSfje+0nH4GPpJGUn7Z3kj7H+MzXc6yAzTvRu+/83bN5s23LQcPb05m0nXX4fk/WJm1Y37qAR9OE6W+Tlnx/lM3M7YpCpIkZVc/4VRoEKTHlwDhvvwqpIRzhwywSawtIRyKNBMVEmilrIIr+WCOJUVjf1M8RKKSkZXoss31ey0NUjKMYnKUArJ4ly1STjPA6XY70EIxhp/whJKnXqVb1vI/bAA+k6fjIiroOTlCCfobxoQ3zMdvJc8/pkQhV0nsLt44A0xfWaqEEndLjtVeZykWf3Hb95m+vX6E9lAtHfRStgev6cORT/V2pbIw390mhy+NkGBPW2dS79Jc+U7+NPa7n7AkOU9VXKUQovpxN9vqy3ozflStnY+WU6150n/TiqgcaBR7wBSx1LBR1wbfmhZx9ML06e4e0paIh4MtZJKflmh4dgIJ3KY40e8YhZ4Mypc4pojxvPiNV2u247zkj40i7Z0VIk6wCHsE9axQxAJFN0LbXSpEmDuzQN+1lannKO+gKueWZFD/vY3HMu/Afz2V6a8paZHnRUV1HntsIRAZm0KbeKzoBj3Wvxhx4gNcwme7gba9Dpp/uO+v6LQt7S2QItBVuqBd6dFZI0oBTvJ3GXNcLL08++dTZbMbWdML1TBWEV+2csXyhYDadmycLt87OyNlI8Aa+vYdC8hJ0Um0UrTv9Ef1suZN7ZuTMIvIx9TD05ONHEt/IbeOMMTKNgD/rU2BJuHIfD/MD9cB/4IvgBWNtO8bPeBmUnTivkwYfmVptHV/PFD0VPaMLrXuQQQ6qQIOMX30YI45/g1ZSljvdFz1U76JHPdOIbDDNWh56DKxnkXWWwbYTeQd6yjT1TD9n/Ny27StSt4EfGWg5aZsDWedlH8gRr0k3n0CH1Gt5zZgyhtCy18Nbj9uucNYi9AJe6jghdDj9syxgLJ2enTO31m/QPrKHo44yvf2eLZPOjmO9Z+7TsnFuz0kjjhaZ4WFoCxDTldMrUjEhBKvY0PSHYuPJ9djwz1SOXvqRHYZM9XGb/uZjA8N9smGVTogNLgt5t50Oht+x0d+LaBsf4I/+ZT/GBN7YM4xrGrOGO2Fxmx6LxD2KOscs5RICPOHs9d248Vjwyeht4pm+jvXJY+HvdI4SJr9v+MGvn+nBbMPB/fKYpBNnh2esWOEnvlyP28lZm6QPf5sHsj/5vPm5R3OmhcwMcTDKOBijw14f3QbX0xHJunCes1/ANJYO2JMzPbmS+OO5TLP3u/m7BzvwgWfTfG8sUo72eGPZDGPPzki57cwL02/WP4ZHfjtAmZuH9WDOcVtGp9ZVwLcMz5bp2Wc7gD25nGPek+uWiw4KuX1nKuQYp7xP3uOaA02JQ4+v9Y/x15MxWU/izf32OPbkusfMsjxtEZ7DoXK9CUNuStfrk+mkV0dPBpmW4a2kbfCYAc6ejLaMz7EA5z7fNPk9xybHyPTJfQfaoGWPY/Kr+9Yr7rPxlvWOvcs7WYyLxInft47JrK6ExzbCWF/HbFa3mbYI17MflhdJJz09ZlzmM9YpqffuqzLdpCVvypIyZhTDZD3mpGQKMd89IUVdWWfWTzpGLx3GbRjGXl1j6Vg9oZMwLRNePZizLSt+z1r0cLkMv73Sc9zG6kj8uF+Zbtmrw45EL+WU9zKt9276s8w5M00tSy80TFn/WH29vo+l2nEv6TNpvpcq5uLZm1X9pozx1FjppXUuq4v63Dfq6b3fg3sZPHd7z/dTfqx6z2O8qs1laaZ3A/MyeNJBp66xlMSx0pN/TgXtwbpM3o/9XqYHejrA/ezpg176Yt7r9TvlzJixmWOZBmMPjpSHvXd7NNOTv8voradbeu8sk+lj9N3D9bJ6Uk+dh19WwbZOWbedVfJ8ma2wTru9MejJbJcxXI21m3Wf1+Zep15+r9KpyV/LnMpVMCyTkevWOaazl41hyr5lMC57fpWu7NXTa7Mnr7JfY3LIz/fssdR5Ob7r6Kje+/d8mW02lNqUJSVnG22se7bLaRQETLzDpHflZeap6iGqTdoWbZIC3Ys88T4pMqQecg2B6shUpXbRZs188hwpuqSeuM/MVNRzjmwBtyNkvZS0XlSdGRfjF/4ijY8jeHwsUkYIDYN/kzLai3A7guk6c+ag6iIFiRRgR5ad5p1jwTO9dC8L2xxT8EvKOrhxm6QN5eys0yhJGfTGHkS+ewK86iINjFQfaNnrD2mvilPIPBviNHDPiDktkOeYrc4IscfQ/cFhhFaA0eNbz7KWzXCQmtmLQpsPzdfwqnna9Arcjg6jxM1LnsnO2SHPbte70BO4gVc9C0e/Mp2V/ns2M+kfGBMO0xF87Og+ssVp37zLmDtFEJiB1fSOPPDaQeM9U/hSxuRMK2PMkgyeBUe5Rj2dLY+tU6eTPoomqw1S7Xoze8av4ecIJY+vaSdTs5366B3w+XaaYu5m66Utlv9ecuKZi3Reoamc+XN9pErzd30qXZBxAw+WbU5ZNS07VZVlILznFEbPlKEbeB4+5ZneMVekRLIMwHjozepkiraXE4GjpBfrPGQwuHRaMuNgWZvBHPcXWeK0VVLbTbvQvo9U4fnMfqJ+L2FxXwom+sm4067xV/cZA3jdR0g5ldd8jgxw9g/4hh+8bAebxrRvnQJvMl6meReeN0+yZ4VlI0sgPAY5e4vsg2aNq6Qr60vTSMpq7/jr9j3W1OtZXvMS7flv2kyatixK+VqFvuUkoHWj2/cz6RSzvABayAyQhNsyhOs+GtC4tpx0f12/cUz79e2dsT1m93yZbmZuN+VpFjNDOgLLSs+wT6HYi4Z7vYmfWRYlzQi7BY8Fgvsxlqphg3qsnEdIpAHeq8eGcK+vfn6dyNvdCDHja2yce5HaZTCvEyns4cR/r6I/487wpeOaxl7Kvd61ZXDSht9dhveeA5IKvVfGor3L+GjsWtbh9v3MqpmCNFxWlXX6lsZS7/0xWunRyBgMPRws48+UXz0aSfrKjVn8TPZ7VUnYevLsbkvyB7Avox1/J38nTOvM6qzD/+B8TJ4sw4cDWevAkHRgvdWbDem1u0pPmg6WPesg0d2Mf/bFum2ZjnH/XE/KyDGe6fWnN3Nlfl+mc3pyp/fsGAyJg6yXMXYwaqyvPfpYVnh2LAtgTPbkc8vqT93T2zQraW4Z/fRwvGyGcJX8dj/zb+w1t9Urq7ILlr2/DI+rZFivHn/X8wT1MrOiN0ufAUa3OWZbjen+Hh1lW2P37vkyfX5vKHX/9uwuy+te97r2QR/0Qe1Vr3rV8HuZYs3otAWoZwTMqDYEKVYU+XHUrmf49eDLiJ7fG1NcKXjzvTHh0RNA2Z9c++BnPavTiw66L+c1utyXfD7HJBUaYzj2nusdw5cNvjGhmiXxmbjJaKb7MEZTwOTv3nNJnz1lz3hmhJpv031vjMb63aOPNEoy+NN7vmfojn3S8U5+zcj3mC5IHPdw5/eyD9lu0lfSZOJkHV7s4bqHnzGZNSYfjO/e2PidnHXNmU/jN8cmcdnjx4SlR8uuu9d/X8/+A7thGcNvOntZt2cnEr+Jt8TL2FikTE94xmThGF4SFvO9eSR5zvVl2z2aMk0n3OviOWVPT0aO8cky/sj6fC/leq9N/70smJxjYHgT7wnXWF96fU/n3WPbw5/rMe8mDGOytNfP3jgvG4NlsPXeT5pKe8i4HpOD2ZdluHHp9bc3pqvoxnX1AoD5Tg8XY7QwBqflkvuWa5k9fkmPKR+Ng2UOt/s6JivGAj8pB3r0lPrBsiBtlnUCJvdEmW6c201Ree1rX9t+7ud+rv3Yj/3Y8Du3YSedpKJQlWZB+qdTSKpkmjHpHaTwZMS8PqT2kMZFfexA6vTdgot0GtJngdWwkPpTH+Ct6+zuTKqPhYrTRUnXIA2Kwu50pEE5AkfqHjsoWpmmEAVu0t6c6uIjbui3U4CAmXrZHIN+sIu0DUnqBb/AxlgY1rpGOp2PdvGOxk6z7BnhpFuBd6cF0Qbf3HPqIuNbz7AhRl1zupVpgx3/nBpc9TEmVQ9jyRFO9WztDll9rP7WgeuMb/WDXSbpb2+X0LpH+ir0Cd6Bu1I7oZdqn/boA/DSB/BqZWS8MC5EhN1nnq2+0j5paIx3vcvB8aQyOlUOPKcCd6pwpm6DD8YX3jWdevydtu+znr1DKLuDZ5qef9MHO+S0n+njOfsCzRkWpw3nrpqmv0pHhVaq1Hh6x/NMeTSeoD+XTEM0PDxvw5n3addyBprwmPtoqZQj4JDxhX9JSa0PS02KpsCNeRYe4X1SJet5800vdZX3PasEfqFJxhgaod+kCudxGvQXOFlSUPU6zd/yJQvLCBiP3O2/frOLrWUtspq+WcY7jda6Cn5kfL0sADmE7KI/pJDSZ8aS9oDXu7XyrHcrN13Ci+jCPJ4G/ch14weasXMADpDndc39MW+iE5wCDM14yYXfMT9ZttjWAH6+oXOnnFs+u176wk7K4J+044K1dDk7oftkA+AEXz4FAliBpXBUtGk6AkbSlc27fKMzGJtMbfWO1+C1vumb7YYqLEdCrlG3M07Yqdt2H7aQ9TN9tvPWm8GEjkxDwFP9Y9wtt6iP8fGGdJx8kM+nbIU+qj88DzzIPi+bgEbgDesXy3TTf8EP3WBXWHeCL2QGqcL0rd6rMYH+kCGui/aQNdYDtOMUfegE24jU5qezR8pzqkw3zu2mLCleP2emx3FL58mGCNvJ13UYh3WBMCiGYa6HcrQMQ4LCtVoridIvo8vwGX6uA4MdRJ7nffpB/xBqbh8YgLXgoJ2e0e31DFa29bve9Xo5FCWGpPGPAZRnuFHY0t1HBfk5FBFHw3gtUOKt+uUjg6zkfOQGyq7qdNTT0WLGGEVt5UX7NlJynVDdw4C1M8KzHHcAzVlhQQP+7WBGObIco8ARAmk8QTf89pEwKRsdmPExIPSP+/AEThzt1f06Coj+ABtt25BIXNlxYswwovL4FR8hRB8dSKBvGQlm7FCI9DVhBE7zro0DPl67y1pjaAzaSOMdeeFSddf76bSZf4wzjxv9Nv68vhvD2mNBEKCOZ3DgA+PLR2OZDrlupwtaND8kbSUtc636TNDEcHj9OPV7ltH0a15NWQvOq5/VDnREm+CbNbk5zhyB4TF0cAFZiaFV15Hr9Sle640dNGL6tC5iHPhNv+gnciKPSqK/PAcd0L/kkYK16kqjmDb5mNcs+1x8BIppmIJzQru5Ts7j5r4QkPCRadAAfbIOsLw2D/eMXuSG13eabqHF3nX0EHijr+AnHX3LtN6yJPiLuqxPMkhnnZ5BthybghM9zX4dyCBoiH4CF7jiPcPiYwNt3+D4lE7CRjFNg+88p5xj7KgTPFuHoauRh8hV2k0ZyXF1ds5N+8gAO2nARxDCY+39QxhbCjiAHn3dfGi6ZUy9Bpm2HIgwDASLHYz1uJinsE2ZeLCNBh5wIk1HvSCj113Da5a75g/w7gAUvFvXOX4PPEJn1n0+tixtEgd5aAcapa6khXu2bCkqNPa5bzr7HN1Q6id/8ifbP/2n/7T9xE/8RPuFX/iF9o53vKM9/vjj7erVq+0DPuAD2id/8ie3L/iCL2gPPfTQU9791V/91fZP/sk/aT/0Qz/Ufuqnfmr4XeUlL3lJ+/AP//D2uZ/7ue3jPu7jnjaMNmT4OOJqpQFDeraD5/xer43eRjVZv4th8Lu5RqNHw+kk5BE7juz1YPUsQkYjsw+pJNw3949nrOgNZ+LO8NlIpSBM7WjSvvHUWy+TMPZgpg2PneF22zxrAyL7luPriHr2N8ep147r69Fd0pnpxfhEMQJLry47Qz1c9pxF98nj7/r8XM5yJC4MSw+GKg4k8ayVruFwPUlb2Rcbaz06pOSsgmm09+4q/LkPPZ71u56lzA250pDmPTuCxr/xY5lnfNBP6vEmJgm/Z43AhWcejLN8z/1K2dXjqdyVm7YTX55xM/4SB+bTpJtsl3rH+DBlaeLassZ0m+mDft9G7zJ7xvRI/YkPw+y+u5/WRV4L6L6kI0tJ49u613X4kzIYGOxgL6PzHh78TM6UeRzT6TW/9HgicdprP/GZsiHpq6evTZs9eZv9rJJ053Hu4c3jlMWB3JQjjAntZN1+n7HkOTvuYzI69caY3Ewc9q5l4GfsvZSXiR/GMHVk7x3kTuoX49OTCMn7Hsee3WjYl8mllOWWJSkXenzZw1mOd/a/6neGY4/nTCc9eQ9Osp3UD6ZbZNIyGrmnyvT5vaHUc8K5/aZv+qZhrStlb2+vXbhwob373e9u//bf/tvh81f/6l9t/9f/9X+1V7/61afPvfnNb26vfOUr21wUevHixeH3L//yLw+fb/u2b2t/+A//4faN3/iNbesuohS5k2EVmKIY0DOeVTJ9mIKTm+lBma7qe/ztlFXDVe0TAWT21oKOeoHHaaBOG3UarOv335m2Y1ykY4jTm8/mDCk49OyB36k+ebZoWSHlxf3o9cmKMRWyU/qM83ynZ5wnvsaO2nC65zLDIK+PpZdmEKPwmTjDOIeWeYfU9nre0WbPulYhMt/rPzCNBSAYF0eRnYLFM7zjFMDe7EQWaJpv4xQeoW3PkmTQo5c6nDPq7k/2P0vyt6/3ZIqv21ABNs+m9IImpIdl8dj52TTWevU5iEG/U9aR+m88QWvGjZ0DCrNA1LWqICsMQ6Y9AnsWj73VgNPZeDd31qYdw5480ZvV8/Mly8wDbi/lkeUhMydZZ9LAGH8gbzIN0Sn5hsXjmLrE7fod9z3HxuOedSeuvFMydRkGt9OTc73AZ4/ujJvUSbTjtpYFV3kXPGS2UOLK4+WUaF/nA41lfWMGuGnJpTdm9b7TtHv8b3z0ZI11T/2udGJncvBs6uRc4uT2WELD32myZaCJPveOwerJT//td5wuS4ou2Q2JO76xuVySX3nW8ofS0y3Jb4bPzl7vGdpHdnliZSyAYRhJqaZuL5OybLJe6Nmzvbrzed9L+NOmTnh6MqnGAv3do9cerswHSe/3RZk+v53b50TPfsfv+B3t677u69qP/uiPtkceeaTdvHlzmLl94okn2t/9u3+3vfCFL2zvfOc726d+6qe2xx577PS9o6OjwZH9+I//+OG5mrV98skn2/Xr19sb3vCG9imf8imnzvNXfdVX3RVsMAwRN6JWTg9zJI11AsWgJRxJh3B6mIvXFWQaV0Y9vb6IZ6oUg5I24nUIRMH4tuJ1ClfBWqlAXHNan7MXHLEjPargIZ2FvlBIN3J6kPtDeg44AdcYrJmikka8FVi963SYjPDRHilq4ARjNg0GR/oyUonBgeKu3zXWBBp4puBx+ha4Zezcntfe0QePO6mKmUHgVMO6b3oam9EA3/VsGSOssWW8qj2nenp9FDSIwiDa6RRkO8rGX/WBVDDaceQWnDltmfptpHusoC2nxXOdOgs21hNWfwsOaIvx8RID6szMHRsXKNpeupij2E6NBV9Oz+W6U/1wOsyrY1F/eIL3ue80XkeqoRlgpL85c2h5B69bJsBvyDfeyXRR8GU8Jz7BiY3CTG/rzSjVe0W79RypZfCW5XOmjHLfY8bzhsX0AM2bRzyWTk8Fv6TS1d+WO/TdH8PK+Ccf8zH/A0PJnxxT+ktwyfLcacI5m2H9UbBU3aQl5xID06ZhhX+QgTnLy8xU7tpvx4h7tOPAHvj0+PJM6mToI3VY8i7FdMjzKVdcN7RU9bNPBHD4fsoUdJ+dHusu5IzbAxcOHts+ScMfGOlD8ja/odVM5bXMN/0AJ7jszTIWnMha2zN1rfjW/EH/CLRCe9afPOPsjhx3eMdjSH+pCxyxvAi8WB87cEV9KUeQCQ7k5VIBYLbshVfBEziwbk/5w5hjc9l24hrtW5YDl/tNf7mHDGFZEjoFOqRu05Nlj+kJOcx4pI2CPHGaNuOMnGQ8ad+6wTYOYwutGMe5FM40ax1HfQ563sUc2HOzTJ/fa26fEzO3f+gP/aHu9cuXLw/3KsX4kz7pk9rb3/729j3f8z3tsz7rs4b7Dz744JDK/KEf+qF3vDedTocdj7/7u797SGn+vu/7vmHm98u//MuHWeHzFiuFMZqwYKoCQ/rMx1TeveiU7+Xzrs/FSs4M7L9t9JrhiXLZMKr3nMZmYzINIisnz35Z+dl4SWNtVUkcjT2TBor/dnvpLIO3sehejhf1OsJuhzeNCG9/bwcjlalnvYyvHBcbtxltzzoTJ1VshObsXSp3481008Mf34af9tJQd7ogcBuvhr9XMOZyjF3GAiI2lGnLhkXytx3F7K9pw7/zGu/06Cifc3CD9g0HfJa0mo6F683Zn6STbDNlkGmOlLGUMa47+TCv5WxFjx+QT57dyhkoGylOmfcYcM0yqSc/MyhAPchIw2oeSNitB+zk5LhYFqRcNM94DI273vjj3Ji/e7OZyWumMesL+LS+7RRmZkHWb/ybx5PG1ynWYW7T7SQ/pqPA387Y6M1eGV9pCBt3xi86mXdSdvdksscrZVhvltZGdw/uxG9ehz8Sb24XWDyLZblhGcC7dgh6OMVhsS5Jmq9i3jWuk5eNP49Fj37H9IHx39N7vd+J+55O4Hq+n7Te40vsB6+HNZ0xA+tAiB3ydFRX6aTEh+VOzjr3xg16Shsix6THL17j7GB+2kaJe/oNnNm/sbFIHHEtdUDPprjny3Qzc/ucL7V2lvIrv/Irp39fu3btKY6ty2QyGVKSq9Rs7s///M+fu207MXnd93vvrbpmp2qsHp7rpe35nbF6xurMlM+x/o09M1YvdfcM8DSeqbM3K1NlbOOosfYNY+/+qpQYv7MsxSv/zn71nsu6xlIn122L9mxojhltY8UpYz3ncgy+MTwve3dV8btOV054s13Tf++6Z02X4eY8sN9Nn8eeS17o3V9XlozJl7HitpfVvwzHvTGx8buq3nQmlhUHKbKN5L11cdnj83Vkx9hzY7SxjE5yHFbJDq5b5q8q6/SxVzzmYzSxTEavwlGmLCYNjKXbj6WxL6OhvJd03WtzWX3r6lb/nbyz7H36mH1dh1fOW5aNk+F2uz285djyne+NjUW224Opp2fX0Z3n1UE9PLu93ris0jHr6tfz3F/XRlqma3qw93h/HTtxWbmb++eVz+vUsez+eWyo53SZbmZun/Pl3/ybf3P69/u93/ud613P1FYa892UInyiTqRz5SxmzoyS2slaDkedqMPpEjgapFOQzkRxelFtie7tzr1WhGeZ8QC+TFV2+iipY075dOqUd0NEqCMMMo2S7eR7DgX1MhNAhH0sgpozQBmRJJrstB/g8mwUSiqPKanrjlRn/d4dEBhy5tZj4/H0zpWMhSOGzMD1orqeJSWq62gpffaaRY8Zs8U561DFKT/QKFkGjJdni53uRnqUnWLaAx9Vt49rcGSW3U7rff5mDD0DQL+9NT/0Tj+AizHxTqrcZ2wKHujc66jgTa/DMr4zEl5/5/FUjujDZ8CcM6KGuz5ee2ZaBoeOqHsce3wFnM64yFlA+pEpWuDV608zsg/sRS/gMvEA/E5tBPb6Ztdg4xWcUR+wksLOkRzgyTLSKXPwnvtWBVmLTMqZE88uePYePsljLbxbKv11e+Zr5EKlwmcZszEsI90248rxHuCEv0kn9N4I1R+OLGIGyGNiHeJZGNr3eHon3JwFtE7wTA46BlzDa56xc/H79Bt8wMfWt56RzevoYqcesh6SvnmmG/rxmk7w7pkz+Am6Y72/T0AwT1jPgQPLddMlOMjZZWiuJ0/MZ721uPAW69VTtgMnuh25SP/RDSkXmK32buwORtfzJStIOXUGG/YGeAMGL5VC14Aj8ygnGIBf78RLqrBldY6lsxtyptB87BlSy1Snc5uGGWuPf84sglNolnE1bNSTqc6u3/oQesklQclHvQAFfQCPubRsbEmB8Wq9QmozG0LlLC7mOLaiZ/dpD1nFcgrTvWkdueS1+ilPzbfoW9ry0Xa2e+4bf28mZTxW7htP/h5ybvf399tb3vKWIQ35K77iK4Zr7//+799+z+/5Peeq54d/+IeH752dnfabftNvOjccaUSmsFoWEbJx37sHE9loSEPHRmjC4Puu18XwWZinYPL9Xjv0BcXnKG2vLhTl2OYXbqvHX7SxKh5hPNqRTRyMjd3YOxj7vfG1IbKsHZROr/TazvFxW/m3n+/1awynY3VRcmOznuLv4cz9MS58P9OJxmCrkmOa/TGeejhwMVy85372xipxlWlMvWKezPb5HoOxSi+DoUfL8FUqYcZrGS6oc6yv2U6OtQNJy/raK72N66r05FCvjPEq9/K6nZ6x0nMULO9ylgkj1Ov+3F7yi42xXlkGm4vrACYCRWPBGPdxmRzz33aMk2do26U3c9/rl/GaeDKcy4rv50yLg2u9MR/Ds2kEGTBGi2n49nihN5Pd07HrjDv6x8f7ADN1GV6nMLtd2xOp/7l/HnmRQY5l743ZE27XY9ZzwLI/52lzlZxzSf01No7L9DrvJiy9+726GU+P2SqZfh6acltj38sc4zH4Dccq55BnenRnPCzbubhHJ2mXuZ0enH4HZ/m+cWyr9Dqf5b7q8HPcua2Z1nJss3zkR35k+9Zv/da26wPCVpQ3vvGN7W/9rb81/P3f/rf/7XC00FipNt1ubWhFgVl6syAUM0tvtoW/Hc3rOYS95x2xsmHg32MK1JFUG1upWHr3Kb0IXEao09Fwf1xcR8+Rz+u996t4/UTPIOm9T9+8E3DirHc9YU+FaSPB/fFMkB3fXsAhFbJpzTgzjZiWPIY2fnp0xHXPhNKOYeuNaV3zeXCrFGpvXIie5i6rNnyBb8z5SDqy8W9+sJNs3kwDxDTdM8DG+NQ06zFP/CSeE29jxpSfT9rp4Tj73lPwPZox7lelMo8ZU+5r7zNmkJjnjccxGWB56Gd6/Mn1nqPbM4b4eD+ClO3Z5tiyCurJQASw8755b2xsxnjNDr+f9T33sTc+SWOGxeMBblfRovVf0uaqtM3eeCZOx5x13vG35anhSVz2dI7lN7+Tj3uzc9a5bsvvW6cmX6wKGLn+ZYE/t+mx9cyxZ2lTrvXw1INpTK/1eMX3LHfNKx6v7EfqQ8tcjy36wDPxvT4Y9sTrWKADWH0vZb3x7fd7Qbgx58s01tNfxgH1WP842GO8u12PSd4f0ycJZ2+8l9Xnv5N/0gbp4dPP2v7t6bieHunRUPbnviiTNSMN92l5zrnttXnUi1/84napttM7KR/7sR87bAj1ile8Yu16asfl3/t7f2+7ceNGe8ELXtC+9mu/dunzX/M1XzOs4eXz8pe/fLhe/m4JSFJG2GUVpqn7npFwdDV3OK5CqgX1eGaq0iZIoaxSKLCg5l1SRzgKyOk8VVel8iF8gZt3vKtq3WeBf73DznUIyPqwMx+/2UWXtkgtcl/rb7b8t4IpOEhFcZq0BX49w87AVe/Nm3em2KZzUH+TuuK2jA/D6gidnyVS6PEjrQn4gMPb8tMu+GMnQCLt3i2zPjjWhYeeQiR9C/ryDJGVnVMLcRbpQ09uuc9VSAsruOub3USNA2B3OqD7bqVTpd6t8fLYcJ1+sLMjMPgZaN1HajgdnvQjAhQ+WqXehzatIJ1GXLDxnlNbwQs4gqYY8zyE3juDkvbJGGOYpTMCzcIvTplELviYDIxP814a0HbG6z1SVr2rLTtZZ+TdxqKDAjkTxAdcVv3snstYIZfqvcIxtASMDig9+eSdY+Q0QfBe31VPPVcpvTbaCt/IG9pz2jlZWOARGWc65dgI6Jg6bWAXXOz0avlb97nmZSCmc8ak6qQe04/x3IORY3os06ogF5EtyDOOTyG10A4MbUGn5henzaaRT5qo9VouJYG+qm5veEW9yHvwjt7JWRlkDrTg5+Exy+kqJbfoM9egMfoNzqFbO+geA8beO0rTlnf3djoqv+tvdCTjXrA5cFf989Idp5CnPgZer7cl5o4Mdco4ciJ1FPxhPWRnAHll3dmDA7wyjhy/BE2h9+Cb+g0fVVveRR/aqSODbFt4N94MzNBPYKs2qMt84PEE1944ENvNBbqATuzQF67pM7QJXp3+C66cLmzZjr6i/sKP30ueM96BPdOFrbMo7jf0DyxO/07nk+exBarPyFzwanpH10An0Dl0ha6xXIG/6nrJa5YHmSeAy+8jP7w8zHIXOelleJbV/A0ugAdaty5n7GxL3/Nl+vxec/uc61mdTfvWt7512ADqbW97W/tLf+kvtZ/+6Z8ejgsiPXlVOTw8bL//9//+YSfl7e3t9g/+wT9oL33pS5e+82Vf9mXDMUN86gzdKj7CwkfvwGisMbDRUX9zDJANbZxHRwjzyBUfreD1U7zrUkIoo7b1XikgjCILeT7A7PW9Nkar5No9jjaqYiOp3ktlYxxVAZZ6hjowPixswbOFWa4BcQE3fLx+yc4cyoPjB1w/QtFrh91HOy7ejt9RwcK3cUNdjJedEq55jSj3MZytGOzIeraH5zGcoR8fb+FxoC4fQVT4qGQG1o0BfypNG948i9I1fQN/bz0odGdesgFo4wc+gxZQjgQOoEevB1Qs7A7Dr97BMCl+8Zpb4IRnXKARH3WTRrfhtnFs+sxosh1ljA9wl3VjhI7xgPkTOAhW2UFJh783K8L9XKIDDFWgcxtn0IHxQUAK2Ok3Bq3xjlzheAzk55Uri984ZVz3cRVVL+MO7+c6xZz9xwgEdmC2cVwwFa342BvztB0xeJK6MZ6qAKtnU2gXnOdRGtAs/Irchz690Y0NY9NhBh8J3OTacAfdoDE7El4LbUM0s3ZyHwPj2Q4FMtq0Sx1c8x4C3Lt27azvpsWq27tpG27TM4ECwwjPOODmoIDlkGfAwHG1j+x1JpCdNr/jQJ3pmLPGvS6c461cH3SazoAdFNMFxcFE5BxH83i/haI5yyPrXh/Jh+MODdc9aBI6pS/ey8HOVfGWg8OW40mfpmV4yoHSeo5zUa03M9joQI3x6v1QjEs7iPCnC3xifqQf0Dnt0m9kS4+H7GhxnI51L8Xj7uAu8PpZ8EEdtjuhcfqFHK7vkt/QqANCfh/blP7Sh6qD+7zD+BCs9HE/8InlO8FN8EWfU3bYlnSAyQEfjpYCV9UuwVdkVAav7ht/b/r8dm6fc2nJLi960Yval3zJl7SP+qiPaq9+9avbn/kzf2Zwcn/37/7do+/UplF1VNA//sf/uM1msyGV+RM/8RNXtlXpzstSnu1EpTBK+rBDYkPVRqUNEUcp7ZQgMHPWxvWlMDa8hseRK5g5o9mu28aFjS8cjSp+J3HlkkIp4c2ZJCtoG0vGP7D5eqY09VLg0rCnbjuPvf5YGViBOuJqoeo+Wml6vOhLb2baEUrDwCeVih1hr8mjZKQZRWzY/U7CnI419OAATOI08Qmsrsf0AC8Yx343HX4/6xQ700X2D9zZIAUPnpG1wsVRA3/g2H0xjdj4NP2mU8g7uW7ReHcdHhfLicSz6aunu8w/NliMR8Nkw9kGpGFy4dkMyvRgdLvg1Djs8Y9lapWcKUkDz0cXJdwJO3zRM3R6dAlcmbljvJh3qcebypinkdOmbTu+YzjnmnmsV/wM+KK/3vPB+gVce4bf+OvppjG9aLnsehx4Md4Mm3HptrKNZXIpYbFc9yY/BG14Fhq2/MwZP+MevKRehZcsexN3Y+OXfcGxthNnmZU4BmZoqf5mFq7XR/cjx8nPWfbZbjBuuOb6wLllC5k2Dg6k7eQxs/xL+8wbshnWxKnlcE/uGucO6hqv2Y5hTjvJjmJvfN2/DA6MyTHazLFPeWW4wf+YrdpzbMfqQp71aDpx73Fy4DLLMr1nerU9lnrLOgi6Sv3i+sb6cE+W2RobSq1aOH8Pl3vCbS+H9r/4L/6L4e9v/MZvXOrY/oE/8Afad3zHd7Stra329//+32+f8Rmfca62Xve61w1n5L7qVa86qbO/sREMRJTS1/N5GHJsvVHet6Nrozej/xZ4lITHuwEvK5kS5neos7e+l1RKiu97Zo5nfS37k8qEWcR14HcbPcVR17w7bc8AyXZyDBJOv5dt9q75nbF7qUTof68+4yad2V7JfmQapa/ns4av53QZnjQg4Iekh16/M6oNbHk9eaUXAPI79Xe131tvPWZsuJ2ExX3OMR3DzzJ+BEdjcqZXclx67/f6sU6dPRpzepuLx9WyIGfzqMNtjclWp8JXsZHlVDLacNAt4c+6CYIYTqfX9ejBGSDJK64bWKk3l0nksxnYcJ3+3TOQjcPEKwW85bgtq88fX+uV1Dc92Fws17L05DNtuL0xPkoZmYa5x8Hv9sYwn+ndG8MJPMN96NWw9GA13VgHMnY9PKwqqW979N0bJ/Nmj0eBIW2GhLGnS8boeRnduE7z3zp4GBurMZ5x3QQlXU/K+zGd3tNJY/rHxYGcZTQ49jdlGQ7zvsd6WZ3Iz3zGtJ4FeYsNRt96fbBjnrIw31lmS1JPBh1TRvdwtEw/3lNlupm5vSfKy172suH7F3/xF5fO2H77t3/7qWNbm0idt7z2ta8dPrWhVK29JdXQKTpmvmIO0icp9ZvUkkzNIzrpSJLXrniWhKOEiCbVx2sQSAH1uqZ61w5mPUNKG84p8FbqB9Gu3AWZ6JZTmukHMFfhN0YcaUPVR1IDqZt0VGB01NZpYaSbsf4U/vMstiO29Z3pxVV8LBGpjqSFZj9JzepFCEldYbyo38chAHullFE3qccoRNaBMHOTRpqPTmANpaOojrqTtuMjVEgLxljHuIb2PGNfz9FeOqT01fB7xgF6rPukPdaHFCDWJlrJkEINvBzLwXNO13VqG32kPWaswQtrsEj3Sp7xOz6ahP6Stsf7nv2v4jXnnjE2XuAN866PThlz9uDFnMFz/6pwjAfFs5vQBPXyrtcHpjPnNVxFR4w5dEJbrEGi/+Cp3nviiTvXOZlH4R+WXCAHWJMObSFPSQO+fv3OcSSFjHYYa2D0jAt86bR82qn7nr31LDHjSj31vNOkkXPMotT9whm4ztR8z36QUuy0/0y5R46V3GBtY/2NPEV/MEvn2QUHtpwSD1+wHwR86xliZAXjVt8eT3gH2vR6O+sXp48m7VnGkxoIPn3kB7PCeewHtFFLJ2p/x7qH/kBOIiuQJ1xHl+XSIPDlPS/q79INrL1GRnLMiGcRwVWNUdFIHk8ELXqm3TNKltUpW8F91W15DV6QbdRp2kPmIXutg2iPOuA9lk5hB5A1AG9YrlkPUcA1R3whK12PZWDOtHppFO/gYPVSjH2ckNcq99JuzQO2w1jPjOyBXnHuoBvXl5NftOlsOGjf40P92Gy5PIBC/eAm5ZgdT9smlvdVWI5Wz4FX6JA2gZ1xJaBEqjq4RV5juzitHJ1i+wtZQXo7+Ktv9gqov4uXi9eo00dB0X/bH+gDaNA8hF0LzpGpPrrLSzysn7EvTePwrQO093SZPr93S75nevZLv/RLw/eV4oyOY1trbO3YfuZnfuYzTh8wjNcl2enxO5kO4vUYFCtzp05YiSLkbUCmonaKqWc6bMxYoNkgdiS9FzU3XAiGTNtwNDP7wn0b7uDQCjRTARMPxrP7a5xZCZtnExdWmFb8vXesRF2/gxW+boVrp9R4MS2k0TmWHpZ9s3FjnBo3pl3a6tG1i537Hu1TPIZ2np0GZAfLddrwS7zxntvyO9SRijBh7dGEDRb3wetqacc4NG2aHtKg76XSWVZ4PNPQNb17HPI94E5cU2fSu69nv3u49LhV6dFkL9PJAYHkN9MmMJvnTT+G24FB2k2ec3FfkiZSPrqkzEx5m89lH02zyTv+2IBL491yIx0K86THKvtC/2k/x502U0Zh/HucXVfK2OQ9t+mxBoZM908Zk3jlG6PZwcWkz55ctGw1rfT6YpryuORY8h4BWvNQT4+kbLJTQrHOta7r4Sjh7sGa75qGezLUsCbdus6819PxxrvH1E572ifQYI5b0njSnnnIsNBPj2evnp5uTJmRMmEVr6X8Mk+bBj3e7gsl6dg6vkdDpp2kyZ78sY1geZCp1tYFxnPPZrCeSxs37ZUe7nvyBJpKeW+botc3j3dvPHzOOnjPdz0e93SZPvMzt//6X//r4TjW2sNoMpkMyz9dPvuzP3u47s/v+l2/645n3v3udw8TkXV6zQMPPND+yB/5I8MeSy4/8zM/MyxHrdNzanPfv/gX/+L5u9+e5VKO6XxFHsAP/uAPtte//vXD3x/zMR/zlPcLUZWKXGtsa/OoZ8qxdclUnp6QGXu293yvrmVpJmNpPD04xtJJlpVeevVYHW6zl4K9DDfrlGW4uptx4nevfyicZyMVpdfPhKMH8yr8rkMTPZyk83VeGj8P/a6C7zzPrLpeyqrX37HS40dfzzbWeS6fH5Mly9Idn05afq+sw6dj6V7Lrp2nuH7rWaenLdO/58H93cJV5bzLI1bJlMQrxuNYPzJ92c8ta6v3znlxtk795ynr4sWwjcG4Dux8jz17Xn2Zzvh59RPfvb6ua2OsgmtdOFbB35NXWccyWJbptPPg7Txjt07JgPyqZ5+JNquskiGr6PXpwNKTBXnvvLK8tzRgWekFsnpwpC3yTJRnSjc8n53bJ598sv223/bbhuWbY6Wc2be85S2nn3/4D//hHffLX3vDG97QfuAHfqB9z/d8z+Awf97nfd7p/cqarX2SXvnKVw6bAn/d131d+6qv+qqlS1Kfk2nJtSvxp37qp7Yv+IIvaP/lf/lftvd5n/cZvH3ulbP6Z//snx0c4Iceeqh90Rd90VPW2NaMLZtH1fE/z2TB6MD5c5oTaUtVSD0jNchplcx0OELk3Vh5xw4XaVpOF04Dq9qriexK6eP4nwqAkKLlVBJSaUkrq5QOdjXFQCUFa4HbO2di6sORH0TSvf6JVB8cCaccVwEf9Is+AZ/xRCoiKSbM3pB20jMMxyKgvRkCdssDhwSNenU5Ksjv+lTqmNNXGBvvBFz1kF5Z9+oYFKeYk37tNJ6sn5Qm8EdaWT3v9XyeLaj+kZJYY+xUL48HcHt8fJ9op51EUtZ43ztCexaOvrhQvyO9Ttcj7Q4ee+yxMxw6ha/eBSand5P2SsoR/SZdi3R5UhuBwzvwkr5qJesIPDubEkEGz1yjeBdOR9MZT96vceY4Jma5nHLLe6n0wbFT1ep3pvLzfK5PckojqaLACX1Z1oBz0s9NA6SBUR9j4DHiuiPkdc0z5aR5wof1TKWx+SgU2oF3oBdgKXwi12ij6oV2GD8HB6H9et6y27PG9SxHrzHbybIHaNkbLtEGdMs4QwPmJ/CLXPSsJ895aQdjaBnvHWzBuenO7Xg2qfQHvGM6gbYYd9rzzLtlB7/BFfRPfeiIoh3GmJ1Z6SPPmcZJnUUeggPkH7xdx8s4BbquF74p6D1vAoVeBB+lRzmmxstJ4CUvL7JuRC8hayzTwGO1A+2hSxkTcOfNxAoe8IMc8QwX70EbdZ9jZniffgIndZv2neps2d1bP0w/qm6PPfxnXq7nzUu+hoyC5rnOeFjGema0+ofOM61z3JblMHLdx9kUDXHsoZ25epZxSf0GnTlF1/YOY+9+I98ZH67RnvtgnNMf2vYO/rke3ePs606lT/q1P+NlDIwhfJfHXyUtpA1hvYxshg8ovYwy2wMO7tXfJZeKF61XbC963DkRAbmTjjF0xK7Nda1sPttWpD87EH7Ply0ZrmNlbCOUkfJf/Vf/1fBZVmpj3jrStVd+/ud/vn3f931f+7Ef+7H223/7bx+ufcM3fEP75E/+5OFknJoRLp/v9u3b7Zu+6Zvazs5O+y2/5bcMJ+b8lb/yV+5wgp/zzm2Vf/fv/l37/M///OHv6kxNV9c5tRUloJTT+13f9V13IO1HfuRH2rd927cNf5dD/IVf+IXDZ6z8tb/21869DrcUHgzI2j4rqCre+RLnwgYXBguKtQpCAEbF2cm6aIN7Nga8ZoS1rqRyoSxgfpRGMTP3UwjYGQEOhBKKNw3neo61dTj8CHMc5ioosjx2A9z4OCUEXabLoeB99qsj+/QdIxk8YySVcsNRYj0p9xlbF4wkDCj3F2PJijaP/XD6T5EyyptxQ/BSF+te6hnOdnRqDmucLLDdd/pQf+dZngh204jP64MGgNvpUE5ZogAna7wKR9SJ0e+NfwwbffY4c/RKwVCKjTXFvG86wFCARumPz8HFICm4SpGBvxyfcp7gca57/R9Gptd71t84pPTN9Js87jXupmWvi8IRSMPZ/Ak+erN88I3lhx0OO2ociVR4gW6gceMH57vgAzYcW3jctEHaF+vtCcQQeKMtbzBSv2u8MTyhPdZBFt/Anxio9S5rHcEX9IejxX14FVyAd29skusbvY6dMYBOncqW+xk4QGKaN1yMMzhFRteYeKww7DD8wJtlgo1NH2timE2HPooLmejgj9NGHSyzo0CBThyosC4yjqsgGwguIcfQkzi7Pt6EtdgFZ/EO9EV7eT4q+KYd7tvJZRyRfdVvxtHnmjsAYvhJ42QMLHOAHVqHZ03zDrLaWLfRj65nLSuw1jd9Qa+z3wa0gW5BXhF0t8MFjeW+AJYv9Ju2GVMHsMF1wcQxQL3z2s2zjBs6g/ehHY+lg8DeV8S8BT1BB17HC19Qr+ULsgGZ7VRW2/vWf7bLbANZlnO/fle/CWRlO2m7uB5kmXWa+dIBfo8H+tP1jy3rYF1/1V9/ozPt4NEPgnAOarhtZAt8gpxlTKETcAKcyAzGj/YJuJT8hy+98zW4d2AKm8gBRgKm8Dj9SD2KLZP67J4v0/XX3NZs6XlOj1lWfviHf3g46ebBBx9sH/dxHzdMTj788MPDvR/90R8dUpFxbKt8wid8QptOp+3//X//3/bf/Df/zfDMR3/0Rw++IOWTPumT2l/4C3+hPfLII0O994RzW576d37ndw4Iqc792q/9WnvnO985rJ19xSteMUyBf8qnfMqwpvZCHEZ5LMl8cHAwnIu7rJTDfN6SQixnMxFIKK9cc+B3LSAdqfN9GyRuI9cB2KnK9/1OOqT8bSGbxYKUZy00/HE9bo+2rND9HAaE6zGu3afEgQ1wC3nwbwWF8PM3z6JsqNuKwIad5YN/854dcnCVuLPS642ZZ6uYkUk89+oDB9xD0JuW3Gfj1kE9zxLlmNnotXJIWDxTlA5Yj06Mwx7dGufmRfjI7/T4xQ5xzoZV8brPrN9tA4uzGdxm0ix8CYz8nfi1AZz46pXMLDDd2WE0fEkLYzB4fGyUM6Y9GsoCLr2hh+kXfHs3WEf0+bbD6RlIxtA4gI6Tt1O+pdyi5DgylsY511LWGH8p31P+mu4cpEF/WLYlPyRd5Pvuh+F3HeYF8wROCO+Z1xNvPJO6x3ijraSTlGFJB/keszAYvsan6dowJ6zmVePDch8aTKfD413Fjl3KJ9OjeQGdaTmZJfWidWrykMeztxbT4+g+pjz3eORMJe14x17Ld+tZz6yCQ+t003Y95+OZsr4ezfVwYjr12Fp+eibWsDAG/LauTDru2Vs5ftgZxqX5OGWO++D6rO95z/t0JP/znuURMrun54Ened90QB3W7zk+yT9Jo7xj3dxb/5y0bzlqedvrj2E1LoDHOhUaRVbxXupcv9sb53u2TNd3bmtdq8tXfuVXDqnA5y2Vkvxpn/Zpw2Tkf/yP/7H9z//z/zzM9JbDWj7dW9/61sHxdams28rKrXtV6rved3nxi198eu+ecW7LO6/jes57ZA/rb1et1326xTvGVoSRw66LJthdsZjBaXIczG7B7EhoRaNrt9F6v/4msu8ovFOWmKlE6JH+XNF94EEZsUsu0TFgJDpHmiqpXqRBVqnnUJre2Q+jnnTnijFUVK1mfhB2ViZEakkvIl2I3fHS4KM9roMjlK7TBOvjXZAtbKkLoerD61FE9Q4pM+CIPjpKCnxOLXXklvGmfsPj9GmnRZIW60PMCx+MGfhh9rnqrIAaEWenvhm/VtD0yzsnOjDB7I7HIqO9Veir09sw+HgHOuMZZhfq2+m6vEt7zEhUH4uGgY1IbH1ItfcsPXAgr8FVXSOCT9QXXNQzzIo5TZK6oHPSsuzIotzhYeBMGJglcqqvAw/MfFT7xTNOiSMF2H1kvJAt1k92KhxYhUfgI2YSnE7H+NK34tMqPlsSeoaG6RN4q/Eq3fLCFy5kmA1WeAW54rQ7+MKZBZkGVjKF9+jPtWtn15i9YUaul6bH7pikHta7zD4Do2cpoWP6ULhg99i6xs7Jda36zliSCgeOkUE25ElfJO0tnTPTWv1mVoMxscHKuJA5VMXLGgo3zPbwXtF9zXyTZWAYwEc9A10hE6BD4GeGj/csTyjQG31x6jByj9k93sPxcTqz5QXP1XsPPHDWLrIYWecd0qsdpyrSF2RltZd6ARmMHqUdzzzX30WL3hQH3uY94MlUTmcKAbeNfKdS1r2iNXCFTqIuZovrU1kn4LgKs7rwMnKNsQXPyOf60Ea9a3pkHNA90E/RCzyCHHdardN04bf6ZikQad+W2WR38ByywY65x9mOGVlAdq6ZZWTmmoKjAwwpW53F5CVg4AJaxRGF33rLUoAPHs3sKNM5eAMW6LjGlz6x1Ma0Aw7JyoLHyPyC9uBN9Bj0RraMZQkZX9ANASbqoF7zKnCRTUIGHPeqDWcUFAzFM9jAVWgD3LJcAjxjP9hOBA6WOiSO4Q3qRdbV9Wof+wL4wGvMoT0vnNs3v/nNQ8Ys5W5nbb3f0W/9rb+1/Wf/2X/W3u/93m+YvPz4j//49utZnnXn9rleWJtaTIKh45TdKk4jLSbFwKJgKNn4RSn6GQQTgsqGNAxMWinpK476U7x9eink+lS9CPUU+I5gUhcCkPtONcSgwtmkPoyKKjhrdtJ91I0jvFVIQ8IgoV4MWpRgldyqHQVR7xAsIK2V9LsyjkqYo8ztFFIvxgJ4IQDglBUMZep3Go6VDI4caVEIalLErchok/Q4KxbGF+XOESV21qAtpx2hJBg/xhglVO1wbBFKwzTgFHoMYYwdgjk4R05ZrXfLoHbaZ10jvZu+kEQBv2DYQ+vlBOb6KuCjb+Yfr5mBNwumGlNoN53Eer8cNfqBk0D/fawIBpRTS6ufKFevU7VyJa3SqdQYNTjzKGyMTz6MvY/AoJ1sD6fDwQovT3CqbfWZfsC7xp/Txuo3a/nqnZIlVcowQfbB24Vr+Auag46QDfUcY4vT94IXnK2xglYKb5XJ5PXA9TyBRUfnkcuZElfPWBY6QFj0x3NeN44BD/wFk4MBBCl8lJGNXWjFdMGz4Bs5Dl6q3uo/TpPX5NoAdyaAgwLVno8vIrBKn6gfmcrSiOon9OM2LYedFktaaRX64wJ9Ebyjvnq32uL4HQeRHPTCiYb+i9YeemhRV9Gg1wVSt2eMMJoZT2gcx4kxytkZ0uLNf8g1ZFvBUn2wA4jTDv8he6kfnYGxPzbbyPMEj6stpzhDK+jwulZ4YY0wSx5wDoEfuZPHrTBGBELsFHDfgdp6DvqhHXCNPPNeEPQH/UegGp2GPKp+It8YQ8aK8SSlFWfa8h5HGJ4mEAOPOoAFTtCp/E3b5if3AZ5jksE0jcyt96A5xrNwU/AhJ13on2cP+WCvlCzFmXeQE14wbzOO6JPSS8Y/chxZxJiQDo7TB85Y1gX+mVCw8w9MBNLpD/YO+oL60D/YygVj4c7L5ggSYOvSB9Owl1I54yILkzD0BTnNOl0HOKAleH2VP3g/OrdXr169w7l9psr7vu/7the84AXDEa7l3Nay0re//e13PHN4eDjsoMyS0/rOLFx+j63l7ZWNc7ui2MCws+dNBHD+ULYWAk57sGHCs1VgYoRmFZwR37OSMlNbOFpQZ4qJ+2OYEkZ/9wSw23FapyPFTqtxyqDb4j7C13hzvzBKjXcb9bxjQ8xwovC8ZpLZKKdX2eACxxgs9AkFDi4RhjnuFI87bTnQgREJfkwXniXojRPwUrffNUw8g0JIujW+PeYoe8/+8RxGAjTmc/LAnWcpckzMT4wZOMkZU8bZM/XA4CAFbXnGEHr0WnDzdvbDdG1DCFph7aENa/OzZ6EclWcGxtF9v2eedBaEx5o+QdPOOrDB5FlEB6HsNEMnwOfZEBxC6BejO3nYcsi4xMm2rOSeU9Qwcmmfj7M0PMvq8eC3x8n850yLMdnrAIJnI1PepTFqQ9iBq5TZHjfgcXqq+R38OaXPuPWsJTzpcc+6LHfhA8YEnNtgtxwa4wc7IZ75yswK2jV8jJNlFmPbmxW23DZtjfFHT4dBu9aB0D50YvgsNywXPQtqucb7HgPTp+nNARbLKOrjummBd3CgoEHaybrNH/AW/RizcZMWqcu4Nc/yvPWmx9e0wBiCc3g0edm8meOXdo7H0XxsGnBwwfrMwSHzJPQIT1MHwVzLa/Bo+eiP+S31tvnfDplpyPIMmHr2I+/17A77NK7DsEHjtJWTCvAkv9F/9MF2WdKTbVk7ubYpctw9YYQcsByB5jx+2d+ejQIM4N94SzvPy47uizKTcb7smfdg+ZVf+ZX2rne9q73Xe73X8PvVr351e/TRR4ddkD/swz5suPYv/+W/HJaY/s7f+TtPn/nyL//yYanp9omQqJ2Vf/Nv/s1rpyRXuV9iFO/RAlOS5mHGymfMYL1UlCowogUSz5j5fc/X+ZvosZVJ1uG01Kwv3xuDo5dKs+ydFMBuM50/9yWvW3A6zZGSMBjmde7ZCB2DrTdG+UwPj8BsY804zLa4ZwFsPOZ7NgASnmXF7yyjtaShHqymhYQ78c/zPdpzv6l72fjltd59K9IxHJF26WKa671nI9RG1BgumaFMI2isJK/1ip3nZfX0eDjr6X1s4FaBBm3s+VrSc9JEwjD2rtv0sxjErp/nlvFnjy56eEpZCU3YAWEsx4za7D/19WSPaYz+m3/G4OO3eR/Z5TRKwz7m1AAX74894+UVPfgSRgeQergD9sThGHx23NbBDfjs1Z2yBxh6usVl2fj02s933VbvHe7Be7S3DDfpuIHnlK298ef9VRuljslX6jefjPFFwtKzk5aN6xhtjvH9Kp7vOVnrlJRltquWybpVtN3TY0lvDmRnX3u6uXd/mT4wrJYbvp7BjWzDS6Bw1B2stc61fk9aH5NLY7bOGA2nPGSsrI8pxnfaA/d0mT7zRwHVebS1c3F9qrzxjW8c/n7Tm9403PuTf/JPtv/n//l/2i//8i8PR7jWfknv//7vP2wIVeUDP/ADh3W5n/u5nzsc71qbAv/xP/7Hh3Tm2n+pSu2vVMtV6/zbOjKoTsOpzYC/+Iu/+FywbmZuV5RKxykmImWOdAdS00g1M5PWM6wLrcJzKGnSX72LZr1D2ikMTrTMkXNHmmiL9QysoXFk2KmVCAvgIBW02qn0GdJUiLTaQa0PadD1N3ASWa9S10hfqn6RSoTA85o7YKOfjvbVNe9+Wv3yzqSuk8BT1c3Ot9RPWjRrBB1Vp12cFdJV4HXSBDm+hD5XejMCu/pXOEQY13N1fI13p2RmrPrCumeuUQ9p3t6pFVyRVsfMAbPH1E26kKPu0Bw4InLKOlhSgUn/rQJtMCMITsAB+GSdKztPU+oZdh1mNos6SIO0QuMdZkNN5yhX2iXC7AIeqo+k8INbH/tRMKFQOUoCeq57pIGDf9YwkRrLejD4FBpkfVPhgdRDZoS8MypHdTHOXocOjyI/eM87AYNPaAM8euadrBFkEPUym06qF3xRf6fh4xkDxraeLRp/xzsWz5CmX/2qb9bDMpbFf8xukWUC7ZGe7SUR1d+qh5RV6iFlFjgLNtaHkSbnGeGCw8f9kC5KujA4hs8KHjIwPFtc18EZ70EH0DOGHmvaPTvAOnnozcsPGA/kG/oA+Qxumf1ChiCv4UlSQZF7RZvFw/CD5YDXTRs/pJlWv0omkKKNTOI98OeMFdKXPYtL/2gbWrUsAa+kQILL0ju0X9fYx6F+F45L3pI+yvp2xhEnzTPeyEj4sfADfqsgo9ANBT+7sqIT6h5H8CD3a2yKvnv7CXj237qZflrnYUd45sgyEblX78CDHFuCHqn6SaU2fSHvnDJfezaQBpr6n7Y9I2reREeznKcKsoh70AWweUYPPUd/abPwyzIV2mL8nEGCTEJWOvMJ/QXenaWQmQx2luxA8bdnGT3Lx5jAy9hKLJWy8was6F5sPOjWQSj65sAEcpj0btoD18UnjL2XuEAnvA+eoHenSyNXkUPosPrNaQ4sL4HHsMOQW4wxwREHC5D51AmuoGPwBl8xfvQDPEAXHO9F/5ALzmZIu9GzvMgCZFLhEB7wpGa1R7ZSrpm/p8tkjV0ql0XrOuXHf/zH28d+7Mee/sbhfM1rXtP+5t/8m+1nfuZn2t/9u393mJ0tZ7XOq/0zf+bP3LGGt476KYe20pRrl+RP//RPb1//9V9/ev/atWvtX/yLf9Fe+9rXDrO7ldb8FV/xFec6BqjK/TKM77EC82C4IhRhmkxL7UVXM7WmihUBzyD8EfSOWDuiZqFdBWfCzD8WtbYg9kYqjrQ5hbEK8PEMCgAFx3NOXfTsFn22wqKPGb3kWafKOJXWqUUIcsbJysD9slPAmGAEOx3NM0S0R58Q5Bhs3M9ZPMbd0UGPL8Xv2GhGwAMLa1HAAbDbgTQ+bAgzZjYq+O10sYTRkVanAUE7OAfgHj4AN7SBovE6GfCDM2m8YBwmLdsYpC3w4dk0cEd/08A2X3jcqtiYcUACgwb8OnAEf/IBHnAC/nHEbETl5jLgmD4a7/TZQQJgt0PryDn9oK/wqfnabWKE22CywQ7sNlrBjfmBZ8CrUxpNw4aNYvlm2EyHvkd7GINOQXW9rjv52/I75ZafczF/mc6dupupeDnOPRnte3zssENndpJt2JuXzc84EtAJdMs6NPOPYUMuU4/xm+9Y9gFHBvKMX2jHctQ87HGjDo8f7Tug7IAs9Oajeizj7RibRz32yDLTHXLXxTIE2UBbvVRhjxVwsdbfMgO8QX/mreQT7BGCCNRBf+1AebxyBjP50/X0UnStm+1kAD/tostyjbJpwLTrsXQwyDrN7yfP2oahP5l1Ak7Raw58ZpCSsbOOpR/AZt1sfQzM7pdtDffZ/bDNlfLKtOAlN3ae6Z+deMYk+de8js1hfjE9J8/b5rF9lf20rvYY8Ttxh63p581rq/y0xC8lM4XAC4G7c/p7z90yXX/N7TO1ie/3f//3r6yjdkb+1m/91qXP1EZU/+bf/Jv2dMomLXmNYoWa6YI2KLIkDZixx2gqGXFZ8ezLsnecapEKLZ26dYqf7b2XhuQ6pccv58FFlsTvsnrGhOIYjIarB7cd9p4BsaqtMaG8rL1VJetaR6aN4WGdYGDPSOV7Wcrtuv3J58bop0rC4neWtWWDZVkbY3hKPunhbVlamevPT6+NVfWsA6M/aWy5OGC3Tjs2rM8D31jxmKySE+bbVaVHE35v1f116kzZ2JMTY/Ilx8jGaa/0aCbv9a7beezB5b/Xla3Wf6avseIZtmXPnle+jr3f4/WUMeuM9d3A0sOTYerRi/Fvh8N8u0xXrStnV5VltNXTrc+E87CKB5/pvnkSYl0Yxq6NlTE5sIpH7qasem9du842KH8TcEq4/eyqNsf4Yd2+rNLtY3U8U/T5nCjTZz4t+V4qm5nbFYUoVqUpsQU+qT+k/LE4vxiEbfVJP/R6AqKHpM4SVfZ5f/Wb3QGT7oiEUXzUDxEvHxVRdbGTotvjPkekVPHuu0QkHZnLSCE7MRKhpZ98s4sexyN51sBR2fqbHRKZnUDQVOpV3SO9mRRwdrbLjQYc0eVICO+6V9fZSdAR6noPvHGPVFLPNhCZrDQt0pE9i2PlVM+SRkdqrlN3SA+u9rhXBTyxdX2lCNVvIqmkCxIhB4fAYcMHXBKNrZK7AdcHnCDUmVUh0kpaFverPacn2Vg17uEHp1HW80RIPePpGSRw4I0tPBPuKD99rfeZbTUs9JPjJaBzcFXwVfqTd7iGTqsddmSulKa6T5oVvOYIOPhmptezF8ySIQOgD/rjYxk8G+ioPWm/8L5ngkid5oPsYJw8cwufedYfGmHWFhqv65UWCR8VXKTd1bWiHWSGU0NNQ+AF3Dh1mTEgpdYzjIVrZBYzs05pI3Wu2iTFjaUVGPseb6LzVTcpftAR/GQaoZ6SQ8h1z7o7rQ6+gm4tB5h5RVeQIsyO4VVf1Q2+wQGbASH3GE92J616Sdkjhc+zG6SvkoZcpZZNZCo/+LZugde4V88VfOyE7v4BC/TKe/V39RV+95EpZH54+Q47SUPfhZ/6OKOAkwvgFWdbkGlA//gNnjzLa96ij8hD9886EJ5E99Mv5J+zMaBxz/ADL3rK8qzqwGbwddKra3zdD+QO8skzviy1qOdrvEgzBz764mOGKPUOxyjlDDV4R4c7PZY+QH/YCO4X2UJFg+DCy0s8c546lAwS+AB6ww4xTMgY4xx9yLumewfIHNTwMVvIUJY3oNcZZ6ekm2e9fAEcpoNnx4qxIQ0dugdH4AAaZpyQGaThO7CLPrF9Q9o9MGVQE7u3CvYGu7GzYze0bt1QuqJ0A/zt7C7kp5ctcA+9ioyov+sadO9TNsAvH6/nN63W+8Y7mTW2CS1DOAnkvnNul5WNc/v8LTC70zFRtk4j9kyGBTPpLjC5t+C3MYvCRxFZyFvoWkhjaKKQXRD0FjAUYKiCE+e1Tj66gr5VHWzpj1Cv4nWRTrdyQYiw5TvPIcjBl1OYUArAxNqPjP7biPCZv3ZeyyjzuZQZgcUoRTGjdIHDx9/g2KAgvXbJY0p/EMqsN+E54wCDy46uHUILffBrhyKNMMaLtT4YOxjgHD9SbZTTBj4wRr2pDsoVnDOG9Alcma5Ng3UNAyw3IIGXMkUXhWWnmf5ZQVsJOU2adn3epekBJQ5ecMIwHlhzy1ocjg2wUwwdQX/wA7yBYcPaUQxN6IpxxPDJmY5MAS2DodaWVh85RsHGATSEsQOs0JGP4/CRBw4MwT+MS9EIcsFOer2LEYXjCq5yRhf46aMNKXgI2Qot0Xc7kilPHERjPa/5Gz4GP6ZJG8I4VMhV1rRScHoxEDnn0WvieM40bgcOeWCZAE85Rd9LMWwoEwhgfNLBYa0lsqoKgR7GvminYGdPAGDwuctOQQSPtMm5kJYzODEOEjhNnv54bKFHjuigeE0+xfrVBRq2Ywod02ffY9yRU+AI+HmHvkN34IT+e48B0zd0DU6cuumlBDgs6Eyer7853sXHwXFkC33wPhM8w1gTZKJ+5L/hdOAjHWzozEtLcKZpi2AMBR5Al7H8B52DDndquNNdrYNz7IHPM3C2T4Cp+shztgnoB3XVPYIRtjUoyEb4Fd3JmLBGnaOQaAc8Qxu0RXCB8cGhRNaiE1KHo4dNmxydxvh44gO9a1vCeg6ZzFFaBJ3hI/CJbUBQ89FHz3CeQY6e8wePsjwJeMAJtOgziXtBAeCxTWX72mNNINETNhkYsk0EzRoecMT+LgQe74sye/Z3S342y/3bs2ewWFhQci0Lv63cq1gx26hzUMXrVTC6epHFjDa72KkcM+48y+i1Jna2uAbsNrTsPKBIvObEbaVj4j561nEs7c0zaP44QufrhtHjZBzbqDGcOesAHBgpXkeWY2mDKMehN+69YoXmcbdB0jPyxopnrqibvzEyUUB2+uxkAI/xQx9QKA668DxGofub65n8DviFzm3M8EzSsR1b0wPXMCCyP4Yrg1E2Th0dHxs3+mLn0HTieuxQg+sePfGc8cNv+mO+gkc8Q0TJtbKZ8WE8VfHaQzu9Nl6Bx3SRY5tOuksaqSlTTYuWD85+cR0pTzNgZSeF+rMf6WRbfpg/LOsdTEj552c9zl4LbXkIfDbOku/As2f9vOuo6ZRvO3i5EY37YNwYb4YTWDOgZNy5+H3zj2U7/TEf2Tg3vbi9pCWXpCcX4ExZn7It3+/xVvYd5zbfYxx6446sQS953My3vOPND02TSS/mVctiOwY9HrUOwLHzJ8ckYXDfLH+RialTEo+9a9aryXPgyEfUJJ6ddZDj2rMBaCP1mDNwEv/GeQ+niUdw7ACa8ZrFQQB4mrZSnjrbxHIo4USmmjagWeyNHq9l3wzDWDHuM9jkIKXHwbRgxxa68sxryqscA9sT1ivuj3Vyz7a+Z8v0+T1ze//27BkqadTULA4Hp8PcROMtGB1tJeWxBDGpGcmITrEwvfWY0YoUeMyofo+0ZKdAOxUMI5iZvCqeAeEZG4oJt+FlJ0krdvDEbrXpkNTfTvsjJQjnoJ4hFchKxYYvKTk2+FBYFdUmNTuVgoWf+0dKrPFQYwiuXVdu4mNcVNvetZV32A3VStZKh3SsrJO0K6flQFuMu3Fs+Pi4bW8w4ZlR+g29mB4xxlwfuLeBbVpMQ4iUI+O33icVjF1Lfd84yKAIdJf4dXQ6FS186TQzjEjatxKFltzPNL6qgHfGhj4QrTd+WPJgWuS+g1JOyU2HyfLJhg3XoAEK/ASMVcA7v4GJqDZ9JZU4ndPqB6mx6dSBY8bEx5chF8hs4L2qh7HgN8+TUotTUdkH8InHxXjw7D04thziGafF2oH0uNX12oXW/JLGrnFr3qm+poNQz9VMiWeF0llO2reT5sAFtOCsF+Q9s+51713vOksvNJ2Y/uArZhU9w0IbyYseV2cfQGMs2fFmeFWQkTi59alZ5ne/+0xOZPDR+CX1FXhow8/nmJhHfR5swlXjwoy9Z+A9LsZ78padHPpG/clLziLx8o3kDZYjATPPICdot8cTtEtb5iX/Bje0Y/zDn+Ddeof79M08SD9TNqb9Qj8y6Gm9Bx9k4BQ7w8U6G1iMiww+mec9Fg46IDPpL+OPnZcBAGfcOdPOdgQyqO6XXPNGcpZF0AKp+wk/MBk30LLfR54js6jLM9jIXGgjg7OWm/U+Sx9sP4KLeq5mot1/Z8SAb56vtrxzvHWv+Ye/KbZJrGOz0Gdk1Spn/Z4q082a201ZUmrsy/FDoZCe4hS2YgocXtaHUhyp42gDUrws7G08OVUxZ4I9W1D3K92s4LFyx7mjbv9dzxYMrNuqv6vNgrtSH4Gz6sGoYI1dHamDAAYnRIPrOkfWICjKcarnMFgKVq8Xq4LQIQXHcKIQSH1zCqBxCo4femgBJ3DTjxe9aNE2KZYYeOA8dwCsT+EFIV8ODWmaXhPI+Hp2l3W+4Kb6Qao5eCDVjZRY+obxgCFOe8BgI95Opnc+rt+kpaEISFuijcJTjSVGGsrax+JAe3W/roOnwi9HnrzznWcpjhyTUbhHGbGeilRnK47q2wtecGdaKMYz64EYZ55hvWQVxgnYmZ2in143WoU1zARF6h1oGCOi+kn/+Hg2D/7kffoHf8H3HLdASh9/s5MpYw7/w3f0v75xFJFBRcMvfvGdBkrBX/IInHP8BMd6VQEGr5H2uk34lWO8OF6k+KXohLQ/UmE9m8SzwM1eAtBMb3dVYPJREcBT9RV85ehhVNmIx5AhEMczhRuWVzBOOOSkUtImaWfI1eoHKXtVN2mg9YGvPJuN0frwwwseYh0aRiYyGF4CTgxu1tEXbOUgM77FCxw/BlykmRIUqd+sYyS9GHrHMIM2OLatSh2DVjgqusCeqWs1xnXME3WQLltysuCo30UD9W7BV3UXzKQsIrPBATN19Kv6Cn15zShHtrEXQfW32nFqYvUFPYvh62AP48yYc5wPRjkymZk9H/MG3zkrxrKfOpFrBVvhqgpH+ZAybIcU2AkiQAOecUPOOEiEzQDOGTt0NWv1C6+MNTxd/a53cBiQ2dAdMsR7LKA70BF84EPka73Pkh7kGwEnr1lnPEjfRb8hx9Ap9Lv6YefHMh49YHmFvOFDOjS0xThif2GXMd7YCEW30FDWDw8gB5y9Vs9iQ5QernqgD/CJbQL9UA/PMA7o7KoLXYJ88zFA9Tc8ytFJ1On1qYw/Ywkt0z/Gkz4XPWEXcJ8+1LvF53XNQTjoFBsYWwYa87gUXCUX4SXkgteT+3ghbJ3cL8PBCe4hw2mf+uzcQ6fYTvBmrpe2w8ySA2RGpt/fs2X6/J653Ti3KwrOG9+9VDp/O2KZ6SFep0vdTvW14c4znjHF6MG5wXhyFIvimUVH+RHgCCeUJYa3o3buI20ZFzbCEOpEf21kZIojyoq66av77dStjBQaLup2+hj46F33ONGG37HCdfTQz6Go7HzQZ69HdXH9xgUwOoXWzzvybhrxOLseB1M4A9f4Mg0wO24lZDp3qo6Vv+nE+DUNokCh8ZxVhBdsVDrokbzgtXt5zzTiMbORgvJyvxwxt8PqYIFx7Mhutm2aQxnDZ16DSwYB8PAM+Mco8aY2XM/jfMCveRh+JNiCwWTji3ec3WDj0U62Az8eF/Om05mNf6dTJs/SF88G2MCFhpxZUQV4Ur5Cu8Bg+YOxjEHl2SaehT7hi5y9cQDLBqSPGPPZrwSdoFnLPfMYY+ilAtRlo456cChwJBkjfrOu0/KFvkN7Th91gI9sFa5DN545SoeQ/jhQYv5O2WlHhbbgjSreuI5vZ5pYnzrAaNrF2bJj5FkzxgfasEwxTsAjQVdnc7jPhtV0ap7COQBW+m5+stwFXx6TpEnowOOZQQDrCcbS2U3MInq8gNP1W09Tn+UnvOR11e4T45yp8eDOMtx2gO+lDWW9uAxGP296GaNL2ufbPGC7IB04Z5fQN+81YH2Z651dj4NqDqBCQw4wGn73m+cdyHcA3fQPDTv1ujdGpifrH/O71xrDS/COx8c45Lf1kZ1V8zDBYfQZDnfiMW01aBn6c9YN743x8j1bJs/8Obf3Url/3fa7LK973evaB33QB7VXvepVw28rUAtzp/BVsfGXqU9VnLqzjL5QzMtKRq7T4UkHqafs+G2lhNDMQhtWrBZM/nZqGNdS+Fr428mwcgBPCJwe7tx33u+llViQ9frndxIuC/VemlTCZMOjSs5Yuv9Zv+UQ0fQensdgz9/UbXwnLsbGpVen30uH1mPXqy9h9ztj9G6nM/krYe310Q5MGk/5LDzd4xW3n+PZw1fiNR0wvjEMsg4b2A7GVKEPHkfPLNvJS2O4x692JPnw2wZUjonfHzN8cixz5s2BF8+gLCs9WUTd6YRn4LpnRPt6jxfSAKevzLwZx2n49nDhgJjxl/yehl86dtmvNOpSBmGAYtQ7zd3jl7yWdObNXsyHSWs5Tu6/5bR5wE6oedizLGOyoiffkyZdUn6QvpjPJW0zG1zF9DbWv6xrlbxNHQheemNq3CcvZV96ct/3bbMAK85UTw8Bt1O1/Wz2i2vmM8ubdcqYfjJPmW54x/2BFj1znLzuYvmb8jDtAcPJbOyYzhyzZXq2xTq2WeKpN8bGFTgZ++0xMh6X2Vj5ju9VMd7cf//u6SbXYVz2eKLXT2RIrz7Gqsf793yZzdb73Kfl/u3ZXZbXvva1w+fxxx9v165dO03V4cgQImlVbDxX8Y62jpLVNymPHPeAEifFrt4jvZDnqyCsSWX0rrv1u9JSSNXwrFTVSzoMCpK0Idrkd73DbAZHz5BmXekppD9VmlQVBLfXWzFb5M0xSJfBsHLKKzOc4ImUZiKgpGaxroc6EKJENwsuUsAqpYYjekiLKjjYmp6xon/sqFj1ef0PaYf0jxklz0YhSL2bZMEC7KTsklqHEc5MTKUHkb7GbovVLkYzu8AyMwScfAMbs4A2DEkFZ6YQx62eLbxU36ruwjnwk97l6C1wM4MDDZOiR52k6KGkSCUlPZj08IIduqtrlXYFPdB/lDopl1Vvfep3pVWyPoYZFaLaTgsEZnZLhgY50sGzNVUf/EEaYI2jnQn6hxL0jCWBIcainq20LI5eqWfqN+lgpL1Wal49T5ojOADeuu+jE17yktbe670W6YfwYbVRKZP0pdKWa+zf/vbWHnlkca2egc6RR+/93mf8wdquaptdhwtvwEzaMDj27Hr97dR5sj/qGjTJTp+kotX9oh/4C9lVbVVffDRTFWbPkCukiTLDUf1iqQe4ru96rtqsumqMCw+Ma+GVdfjMdsFPBSOyz1kujE29U+NdaYo1JvVdeKzrhfN6zinhHGFUacTsMF39x4Altbv6VP2o9jj+rOqt+4Ur46DgI5OBlEuWppCSXu2QmVF0U7DW+tWCt+Cqa4Ur1qMBF/oLWVwwlVyt5+seuKu+1u+Cj1Rr+l4wFlzQXtVPynk9W3XVPa/dL9qtZyvlE36qdhkv6A1Z5XV+VTfjXcUzOaRbIwsLdqd+MnbQU/1GB0Kr6Mtap8zsNTwID6P/q5BiD49VcRoverUK3zhO0AxLQOqDrYEuhMeqfu8Ujp6y04usRfaw4zr0zjFcLC8hQ8Eyw0dUMROIPqUdZCTjUM+Tnk7KeD1T+C98cY9AnHespl10AHrSwRVsjvqGNy2XnQlTdE4ab/1dOCdNHf1bBX1b19k9uPBDKj3LcYCVHaEJVDJO9Q67l6PzsF/qm3Ri9B2znYxpfepv0uHrXulK5IKdZ598QUH3kcaLHIAPkJk+FpBlJ9iN6DvvhQDP1ftOt6Zu+ITTEZxJU3+zy7+DbNYj0Em1WXqDLCZ4CtsVG7TaZikIe6HAxywHw56g7/UMacfObCmYqm4H0u75Mt2kJT+r5caNG+1f/at/1X7iJ36i/eRP/uTw/aY3vWm495Vf+ZXtq77qq9aq561vfesw6/q93/u97Y1vfGO7efNme9GLXtQ+8AM/sH3Mx3xM+5Iv+ZK2jQQ6R0lB6QgazJ6bDzlKXgUHxKkoZnqcOEetLOhxADxrhQPtlBvP9mD887zTnOy4OKKJoYnw9AwBCswpyHa4LMj40C4BASLBxlEVhI4/KCrw48gg+AMmhLHXcngmxUoP48j4rZKRPcaU8TVsGUVkrDkOAAOE8XWqF7hwajjj7bQjp1kZF+C1xsGprU6ZyhQzb7CRaU4525X0Z0MXWBg3cM8HRehZB+qjHmgCRQaugJejAihOdar6SbUmoOG1Vy4ecz7giCALuIFGGBeMBe+unSmWvZmOXvof9WI8YBRXPWUwOSMEQwVZA49hrNQ3xijOjw0MjMtS9IwFwSsHb8A98sQzmeDHNJUpghSCApZlPn7JR0zQJxtepJTxrPsCLOAdowgc1TXOMUSm0QZOFMYWxlPhBjqEPh0oQo4h+8xHGImMK4YjawxxPlnLiFzjvEbPLuMgkFpH8ND7E0BLHCfF0TmsGaNN6IV1hji9jA91gF+MQwJ+dhpIyUb22Qlk3TzGtzdVtFMGbghKIa+q1PM4w/VdeGHvAYJ9Tl2ERhwktvwB18ZD8ic0Wd/F66YTAoeZFYGMxEn1EUCWxdBLpmrzDe0QEEOueLmIZzI9G+X0VMugXFaE/rD+J1jDdddH0MmzZQQpgSmXFdE3zzxmRgnPAJ9lhGU1uhd+sZ4mgM+YO+PAMgl5yWRCFePD8gyYTCfYOqYtbCN0PUEMnE+PDTBTv20Uy3zo0faIacPj7vHt6VXg9fnUthtwmhkLp/GmfQZfuP/WYWkz2ebxrC334H9oy7af9QV6OGfMwaOXxtkGAV5klCcpoF3gt11sOwqcE/iifujctvd94+9NN87ts1pe//rXt0/+5E9+WnV8+7d/e/u8z/u8Yba1yt7eXtvZ2Rmc5Pp8//d/f/v8z//89kBp0HOWdNhMLzBnpnY4dYI6rIAQTK6vx1wIFae9cB/hYePSTqHbcTqQBY4Z3w4M93p1u+/pbGJU0E4vDcoKwsrHu9W5TeClv05fMR4NP9+sNcn63EYvhYn+VMFgzLRJ+k+9hhVl5/ZtsPIBZhukWZedzxxP6slxN25SmZgG/TGM4CXpPcfEDnX2E5rN68BEHeCA8cUY8JobO5WpOMGj06WMnx5907+kR7+T94EDvNAX86kDEDyTcNqhwZkA5h5eaY97XqPrvi1wOT81YBfG1mS4Bv5sOGM0MzsyRksYi6b1nnw0POYB03fSmw3qHCdwmjxmWMFl1sc3BhxZCYyN1xubto1rywAbpPTnrM/zOzaVOcPtpG1vz+8Y71u3Jk+p/wxXi3G6U4ZNTv5e1APuFzia3AEHdXoGCedvUdf81NhdOBgF350BBOPNwU2PmZ0MG+6WZ9QHvh1MpJ92hOyYOJBo2Wf64L71ITD4/FvrhtSLrs86wcFFP28dan2S8s80SrH88LgDo59L2WwHyf1IfnU/e7I+ZaZtAOQnsrUnF3u4sgxM/rNNZJomsMAGY2kL5Lib9gx77oRt+Hp2iYOcluE93dyzl4x3eCzxafuhZ+PBb/CDaSOfdb9Njylne/o1cZX0kTaWi8cAWZc2ZK9/CZdtH+QRvMu1XrvUlXxvXFPSBnZg1H13Pdm2bSPLlPuiTDfO7bNeHnzwwfahH/qhp58v+qIvGmZi1ynf+Z3f2X7/7//97fj4eHBw/4f/4X8Y1sxWeeKJJ9pP//RPt+/+7u++q1lbCB0lTFQJ4c2mL0SsSH2CyXz0B9FjflfE2ukipPR69zg7iUTrvRkKRgQRc1IeuU46EY5CfYjWE1msQgoU0WyMQeMAhcDufcxiAC+Ch5S5eodoo9O4iKA7klzP1jXSssGr0yFJJbFiw8iqmEV9CjZmM+sZdkdEqDFzA95zrZC3pyfVklkl0mGBwcYFEVZmxJgxqvYZS+AgfYzUGdJ1qoATK0PGEaVoJcYRH9CojUanTtU1dgRGGXC98F4pQKSxkiJt49XGGYKf3ZFJ5aG96lPFmOo5UpSZnWHsmPFymhfKj7EpeDCwSTmljaITZoeqnoXjcOfW/54RdxYD8PNcFdL9KNBk4YXf7C5dfat+kObmaL2j0AWXjxeBPoY+Hy1Szup39dPHZzGOVX+lsrJBELNn1WdmfhiTGoth9uvKrfbCB47a5Yu7bW9ve3ju0qXjtjObt1u3t07Hr9JcSUGt9pnpoX3PGlS/K5W1niP9Evqjv6SAefaY5QIFJylmTtckTazeK9rk7+pn8QNHRVEvO52DB2jUgQLS4ao+0pf5XYVZuBqXgq+WDjiwxHiSSouMYWYCR7XGBUfs6uWb7QWXjtr+lUm7emmrPfjAbnvi+nSRTr49b3t78zbdmrZ3v3sytFewOHsG2XvtykG7ePG4bW9vtVtXZ+369YUjXM8+eO2oXbu2P9Rz4+Zu29mZDnAWTpjNRkbUN+l/ZGzs7s7b5cuHbXdn3rZnW+2xx7dOZ9iR7aRfwqvsfI3jCc+iv+qZ6g+ycMDFSeomNFS0U38XPOC26PGByzfbtWvzNpkUzibt8Pa8PXz5qD1wtbUXXt06zRAquqs+wmPWI9AijoJnvXCceIdxR+ZDp5YdPiKF/tIn9CTHoTBu6HQ7TuhpgiFkW1S9zKAjc9E7zMqToowuYGwKTm+oxey4nV3SQlmGQoYHM/Xo67pmPVjPo9+Qi+DN9fMeKcXQRu5VAD9W4VQI9AVpv1XqffgIXka+s5tttQ188LxnMLEzvCM2s3OWZ/AY+oDdqaEFsneQP8hrAjPYDywjYNdkxsljYR1CXZar6BAHcIpPqj7THnXWM3W/2q5lBdg2Xr5kp9yznshE+pLBTXYThj5ZDoT+qmc51sdOJk4l4waPYW86i5FvpwjbboHmsKvhVWcpYgeBQ2cGwF+FP3QzugTZTf+wNcgYo07GGVvPtsA9XaYb5/ZZLR/1UR/V3l1cq/KlX/qla737lre8pf3RP/pHB8f2L//lv9y++Iu/+I77V65cGeqvz90WiN9raRGMnvHD6fS6Mpi9Co6uhQRrOYp5YUynIDLzAOOjQICFlDWMAYzyap81XMwgUorZfcyJnR0MBRwNDJJ6ptZJ1boPmJ+zc0lhwonhTMAqqRCqvhpqnOi6xrok1llg2GKw1d8oLa81IQ251pJx1AVrQatd1mAUjKznQxFUGxgsVSdrRD1GGHI4EvyNY47SKMWDU11t+FgGByh4r3BQY+4joRhb+sfYlxPCelUrfGiAIEBGVFmThWOBk1rfha/6VBuluHB4uI+B4RReHBnqJYUSY4Aoaa1JKycIJQ19OpWo+o5zhSNDHfUOwRFotp6DjnFYWWfOGuu6Xv0kHbdwWrit92p8nBKJQ0Z6p9edcbxLwehzDYHP1zg+Bl6h3oK38Fv1EKhhHS993p4dt1v7C+fl8uXFDJyDRPWpscEALRz+ht+wWJdYfax7RfN1vegeOnzh5eN2YWu/PT6btYcemg0zt0WTk8PD9uTtrVM6ednLFrBU8KXkTr2Pk1rXh7peuMAhjgmOE/IB4wrehhbAIetm6wOvcNwQaanQPcZIXccRRRYin5CrNeb18XpzOyAE4IZ1nVeP2+39ydDPmqnEYGTcvfMtwY6Ch/W4lvkEEOp+9aPGuMbk5S88bNv7T7SDClpduNQuXNpuN28tmHRv52hwKG8f1Qzs5DSt1+vGijYKZ1cuHrfdSSF63p68PTs1jKvNl7zXvO0cFXCt7VybtcPD6SldgRfWVWIco5Pq3vu+T2uX9w7bzRvzof8PPTxtly7O2+HRoh7WdRZcDkpiSBd8RQ/IEwIYpHND26zjL7jhgXqm8IleunZ13q7Mb7fd+a122Lbatd29tjU/alen19v2/Ljd2Lk0zDLXzDdrbqsgj1jTy3Vov3ABvFVwMgv2ggV8sCa0eImUctZl4zhi6JJWXgV+Z714tYnc8TIT5Az6iwAw+yx4Bo1zhh34IgBUHwK2VTcyjTEmQE4QAlquupypAN5I1ef4tSrVvvUHjg42CPIN54JAm4NZ6GOOl0OnU3f1o2RUfQgYs/YZumVZEn1k+QlBzMIDzjHBgdIzhXsfAYjzw1rR+rv6W2NNG9VXAqEEGFivixwhmO60VwIF2BXILwd0PDMJL5l2gRe9iENJIIVUfoKDhUuCkKxRZz09OolxchAf2vHRhbYRsAfI0HD6N3RI2jf8hB1KXQ5Q13teFoF8pS1PBjgQwDP1bvUz1+1jn2L/wVfoBewidAS6hbX+yFhwhD6jTut2bArwcF+U2RobRq26fw+XZ71nW84zOGf5+q//+vbII4+0D/mQDxlme98TxSkKMBsMn+nCToXAQUHgeI2Fo2cwoVNHcFBg4Co4IZ5Fow4YEsGM8+gURuBEMGLQuh4EP7OCvE999AmhTEQPYeAU6lw35rUurGP1LBGGPIEDBKDXjaBs6BNKGKOAmRuEIAaqU97AkaNzCPvEsWfOmTl1cMJRZ4x7nFErlWEW52TW31Fcp4aiOFCQ1OX3uFfFqVWZDuX6cZa97gvacHqmaTPpi/ZsMPldnDtwgTLLuhkzzxAx3h4baMK0TEQeox+jCKWaO3caByhvoviIHAejzHtE2M33ft+pU7xHu57lY1w8szM4c9WHYfao0obP1p46LcvBESL51FkKHMMPGhxoZXveZu2wXbgwb3snxtnFCtgUjjXr7lkQpx0zewJtwH+MI32Fdzz7SL/hRYxGOzY2mqEP5AFBFaefed0b9OVAF04D7TvDZHDUr7S2PwTjFim4zorAcYH3GSdmL7w5nvGCUXQ68zw9blvHB206mbTJ7rxNC5/wcP1dODvZqCWPuyFINqwHvjBv05rSn02HscJAHMa9cNyO27E2ZMMApV+scyZ7AT4e+Kd4bauI/bjNJ0UhC7q4dRI4RGahi7zUBvwwPh7jCkQAA7LCgVf2cEC/VR01Jhf2D9r2wX47nG63rdlOmx0dtJ39W212fNz2dncHnHldMzMv8A9BE+jPssiBWWQyaeNeE2wZZH1lYxx6w1mkHq+NZxwIkHrDHL5pG13NM8DvZ6kXWYO8Ydy9PAY+QmfxbGb+mD/BFfTu55HVtO/Ap+WfM2O8xtTwekYfvmf9OXi1LgRPTjdmI8nM1iDQCmzGG7oSHUBb6BT0YBU2EkPuWI44U8mTALaVoAneow6+0acJq/Uq98Epstd0bfnJu+CWj9dN+7p1OTrPAVnPoFr/eLyd4g8fWiZatuYsftq29JvZUju+Kf+tX8wP1GNbEDx5POgndq8zz8Cfx9/9vy/KdDNze8+Wv/f3/t7w/Qf+wB8YUpze08WOLIUNU+wQIaSZ9eRdR84cDbMTYCcOBvc6U2ZDEUwwMMyKs8BucjYUgckOJPCggElVwXFAYfO9t3d8opQmbX9/MRtRBaGFI00knD5V4XBwDDcMKAQP+GBG0kqcnW7Ni+7nZHJ8KqwqAvjgg5NhjVse2I2RgCNNv1G8WSwMadvjiDCnP8wsUle17fVr9JG2UUYEFaif+mwoILANEwY4jp3HEyOcGXZwRR0YaTUuNYMHbGns2XnDEcN4mE4X9LCYSZi0K1cmp2mdzFwSaTXtYRxAY/SxnJJ6t5y3pGNmLpjda20x5hgPBweLdFCcL3ACPjF24DkUOHxT7/mQevCKwQv9UqfHCVwV7PUhCl3Reuqez48XgZwh/eq4HR1N2s2b8+G76p3PK1Wz6psoBXDSjo/nJzMk8wG/NVMBHJZNW3vTNr+13/aOnmhXr+60GzcmbTKdt53t43btwtEpvVSmy1m0umaQJ6e0zKz50dHxibFQsExOdx6uAk0S4MJYX6SRLequSHy1/+STi7qhaxs+diwpGMoYovCs8Y2hCD9Zni5m2hY0uXBijgd8kjlB/SUbFjN2C8e3rpPuh7OHzAA3VQgsVFs3bx639sJpm9y82bb2D9rO1rzNrmy3nd0LQ5vllE6Pj9vF2WE7ns8GXNRYn/V7PqzZHQzXmj26ddymWzfbzsVZu317dhqcW4xzIeO47RzfbJcuTQf4wTv0v5hdqkyASZtMam1r1b9Ig5+WAzA7brPZfjvYqhT1SduaHZ+kRE6GbICa6QfXTtlfZOkseA3ZWkGLeo/dsJnJR18tAhMLeqcMDs7FedubzNv04HrbOd5qu7NCRmvT/Rtt6/attrczb9NJ0dDWMPtEyjDjbkMXJxZZCo1AR55FYuYN2bXQf8c6lWAxNoxzGtp+H/nozCq+mfGzbLB8RqdbbtEvZKN5EaeHD0E/ByAyIAvNOvPAgT8HAXjXepV3HTBCv6MnHYBG5gIvM2DwZI1h0UfJvKLPa9cW9GPnBL2ctpVTiKugS5j1JgsHvJFZhs5a9HshD5ihLd6p8SZLzA4d76XtxZijBxxQRf6AQ755n/sEx1guAO49Ps4KdL/ZRbhosPSfg37QQF1D11v30XYG9FPuspTBAQuWgzhYgh63zQHOXGjfbfUC8sykF3zMsDt4YnvXkyfmyxrbwgv4TlngNhlr609wdt84tlWSsXvl18FverbKPevc1o7Iv/Zrvzb8/WEf9mHt3//7f9++5mu+pv3QD/3QkOb8whe+sH3kR35k++//+/9++L7bUgRPKorXXcHYXh9RDE+6L6l3OKPcJ32Ibf5ZT4PAIG2FlCmUHDDgNOEYkCqIkUgKIOmcpMd4l81Kq3IKDk5FPcdakhJqZfjUd92vtLQhTXYwFlt74noZa3cqy4WDsUib9HpFjuGofiCcq85KGao2WKvsNF5SmqxQEMBE0ut+HWvy0pe29rIX324X5tfbcbXxggttZ+fiUF+lQZMqSioRR1Mg3BCqVugcbYOR7M1ZeI5xLnzXd8FROCf1uNKhcHZq/FCmTlGtulgrhdFQ9+v9wg+zPPSbwpgSDCjlgKImVbP6zxpa0ujqu+qt8ra3naV3Fwzggd/QMM43sxmkeQ8p9bPjNjk+akdtq21vz4axJ52aQAOKquqp9LQas4Kh6iunmhQt2jlzsM5S6RgPDIPC0QMXb7ULs8M23Zq029ML7R3vmg60VXj2jD54q3pZM17jUbBx1FW9QwpjwUjqXBXSP5npKTwzI8kMK3RaKb/v934Lfqn2ig8KhgFnl55skxs3297+fjtqs7Z7dNSOpvN2PJ+327vTNjk6LLdsQNyNvQvt6uUrbf9g1i7t7bcX7F1v12a32tHtSZtc3GlXX3mhTfe228WSSVu3h7TOS48+1iaPPdbm1661ye6kPXB5q109ut62Dg/bjfmVtlWzjDuT9j7vfdAuXjhuT9zabtdfPDtd8++04gcuH7Tp1rzdulXrd8/StavPC0d80T9SJ+te4e6l73XYLm4ftMPjWTs+3hmewxAl7c4Gs40zsjcIQpBih4ME/SJLWPqBTMYoGo7R2Hm8XTp+sh0elcNWg1cW9KxNTjyWra2d002ZCOjVmEJf8GTBWferLZYq1P3q90tfcKM9fP0tbfK2tywaf/C4zeezdvv4icGj3DlYCMWjycU2ubzXjl52sV25Uhs7nW3m9MCFW+3K7Hq7eOuJNjmZjrx5dKvN9/ba0aW9NtudtYe3n2zTg8XU/rwM9P2bbefqQZsc7LetMtx3ttv2xZ12tHOhzWbbJwGreTu+cb3tHt5o1yaHbfeRJ06nO492dtvk0sV2c3a5tQf32mSy0x5+eHLH7Ff1u8at+Iljj3amB21vmPHZGWbDye5B30Afda344MGrR0Ng5vatozY7uNH2rj/Srrz9kTZ9y1vOhHC9VH/XmoZ6+b3fu21NynJd8BCyGBuNdFLSDwtOUjnRQ8xgVynZUbBjw5ES+r7v29rVnSfbbHLc9ue77fr+7mlAzsE3loqQbVQynSNadnbmJ87/ZMATx3fhlBCkcZYCepr0UmwBZ1cxE7kIJJzpmvoNLD46D+cM54PAMoY/bZL+jCNdqb2sM6xnvBcGfGcHGz7LmdIqBSf7COBIFa6RC0UPF/aO2q39Wi6xeI+lFcgElpXU+FYfajlBPVdjWHWTgl24rvpJgS76rGdY4oS9xPKBh68dtq3JYTs4nA6p8Ddvbbd3vOPMBkFXkYYNjbEHCDP+rNXEbqj3nYKOfcHsodfw1zvQB7YkQeGCgXZYuuGduslIw16AZqibcVkEnO5cIoXdhA3C3htkPCHvcE6Rr2TdwAP1TOEMGYh9UmMA3ZFKTkDXGQDOfIF+2fHftqpneLFloVnPEiOz0d8siyCoDN86CGNnl6C7MyUI9oPPe75MNzO392T5hV/4hdO/f+RHfqR99Vd/dbt9+3a7cOHCsFvyr/7qr7bv+I7vGDacqnv/6//6vy6tb39/f/hQ2HmZmbFeVK6KI+dOP/EGUjxvRnNaBylWVlIYP1W8LoZ2nVLktA7PfGB4eGaDewh0ov84wY7kIvDqudM1EZx/N+zCupgZBTbPdDmVECepcMnmOU77AkanZ3mW2qlCCHSnBg7fO8dt58n9IUp7cW+n1TKyGkI7bCgUIs1Oq8ZoYLyqTZxNxsZpNRaIKBgCHYwZ48iYQUtOGyK67CgozjKOM0EDz55ivABzzogCH+k/0ClrhEhDRBHbOGJmwanR9MEpvAMtzeaDczufTtqlS/Nh9pbZEGAwXfr8PRSiN4XxhltJr+AOp+fazlHbPjxo0+1JO7iw2/YP+ptdVPHMBg4K9MXMbdIjThVKFZ5ytoTbIAhDCh1jeornVlPRFaK+2aZt2mYHNYN13OZHx206r+myozav9NbJbpvuTNvkyqV2u2Y8StHfvtm2b95qk+N5u1RO6sVpm1zYaruVijw/atuKopQDN5tcaJPd3Ta5ubAYJ5e22rSi6GUkbR+0WTtqu9uzU8eBDWcWOJi37VbIXMzCg5MMwkEHBCYGQ6wMhErT3Z6eru0HX4w9Rh/yM9PqkSfgDQcB+DA+SMe1bF4YRfO2ffugTW7dapPDo7YzLyG32yaTozbd2m7HWzun44STTYaH0/fhTRtmBCkHw3MW+ah7e21y/frgOLfDiqgcD2MxmUzb9vbOyczfwrFdBEqO2147atv1PtGtyaRNd4/bzvakzXdmbbats7Wqrpp1b8dttx206e0bw+/pdKfNDudtcmH3jtT/tl/rgW+1rSdPojEnu9ZMd+scqOM2vTRre9vbpzhEXzFz60BDrR2eHh22ndn0Dj7BwYK/PM5720dDcGG6Xc7trbZz49HWHn37wkoG4XgTLDI/2SSgMg7oh7NIqiAvQYvXxiJnkdvQD+NMxkIFGS4eHbVpO2hb29ttPrszcAO9ISfqHsY3unBnd97mxwt5R/8JkJABgCxGXqLDLBdoyzrUqc9OjUUO51IV5BV9RT9Qh3kUuWebg7rQPzbyCRrxjvWG1/ra3oGX0R2D/JwdD2vT4eN61uvvq30cc2c5EchgMzE2P3OqPH0j+IyOGPTd3tGwdOBwOm1Hs+kQtKusA1LKmZBAVyLjsG3QB8h+2qLfyAYvUUKmIOMcEOc+zha4oC5ggeatP1lnDZ2gf4AZPWZnjX451dr2ojPkMv0a+8OBLHS06csTLwSYnDKPrUqfmWihX/CFZ5yBxTxk+rL9C97pu+1Q45o6sU3pM/3BFrgvyvT57dzesz2rtbaUclxf+tKXth/4gR9o169fb4899lh7wxveMJxvW6l+X/EVX9H+0T/6R0vrq1nfa9eunX5e/vKXD9edStlbT+D0WTOzUyN6M/++byXFvWynylg9vp/PoJB8PdtemLyVElkbjtTMwuLjv+tepdDNSkDOFhuT1P3FUSOLz+LIisWn/rZAy/Raw2Plmveyb3ak73iufrejNjk+bFvzw1M4Cmae8zgBT0a9l5Vl7TttqdpcHANyhh+MR783JvhjBE9xmzDnb+jOabLcxziiWMk63ahHT3YMqzgVdAH3IpUQBWMnMnGWtGeFa17I9qAT6LJwW2sbp5Na73jYtidHp7S6rP3kUxv1nkW0IemIr/Fu/Lh/C3gXtFdjV/gZ6nBOejk/B/ttcnDQJoe32/Soft9qW/X38UGbTSrNddGn2UA3x21es3f1zHy/bddc+eRocALaZN7mJ0Jqzg4+RxWZWUyBz4ecwbI85m0yfGq65bhtTU/qP+HjgvOM6uZtMq80Vu4/FY/MwN6RHll4HOafq+47nVUvzVhWkh96fGdazqDc8Bo4OThsk+P9QS5UEKaVo3tCq9V36MrBQo/zGK+eOVzzBc7ZxWbAdXnJC095wP1BjenhkKaLPDqTAyfv1ziR2nN7v82Obw8bLbXJYZtX0KOeZHxPxm9em0wdVpSunOsa/6OTemuMayyKoQuGgzZnjcCQA0iayEGbtgUuCq4zfj6j/4WTUdRwRtPFewteO8MFMuHO8SXFuAikAjuLnQjnbI2PJ4ijy3TOCXI5vsjjwFhZbnh8zJ/IQO4jf5FzQ+r2MJe3SNlfyO2n6qbEB3jYHq6dySN4CXlv26BHR+lcmAbToXdd7ltPZvX4p/cZK67TdZg+8ncVywHXZRlRtLDA01N1gNOvrZfQMad4P6G93vjbxji1a4b3F7xXy2jg/dShftd6wjgH1jNa6OMyx9fOWuI/++HJCK9ZB0c4fCn3evZT4hjayjFO3V6/MzXfOM86XJxS3bMnUpY7DdvPGp5czgJeeNbyuofLhKHHG67rviiz2Xqf+7Tcsz2rGTpKGRjf9V3fNRwjRKnjgP7pP/2n7Tf+xt84HCtUs7ef9mmfNlrfl33Zl92x23LN3JaDS3oTKcjMJiHw2D22mILdbx354l0ifl5Dw+wBKY6pnKrgdOCM5LqBYvJcJ8iMSX1I10IY1nukvJxt6nDU9mYHw7rl49sLCXPtwqw9eGWr3T7aapOj/XZp96BdnpXBfTwYyDcuzNq12bQdzmseYda2tqaD4ijT8sEHd4e1NcwYMlvITChRWXaTrJKOWX2TCgacTutiPEjvfnB3v03edbLo4vJ227t0sW1tLeAg3ZKIHgoCx5+ZadJkEO6sBfHMJgI/N3cgjbfqKefkyoVaUzltTz6w3R59dBElrhRpIoROS/Ku2nWtUooqnWrY2bKMuyE9dLGzqZVGfUiDQ0lUwX9CuTKD4F0JHYn1ZidEMXmWXZ2rbXbA1UTSYgaqTOntads/WuC5UtDYldCzOtUOaejM7tIuMyYYoZ4tJbOAVMDp0X672G60vcff1Sa3atHfdps/vNV2Lmy3y5dnp3XBK+zcCc9V34mmOx2sxm/YufbkGJ+C1TP/1QfWSjF7AC8S+WbX0IcfKkfquO1fWexuO6SBPX6rTR5794IQjo7aRQQDM1icYVIVX7vWjl/6RNvfudz2bu+3ydt/7XSNwKVCxAsq9Kw1C3W/Zr9OztW5NEzJHi9y+w4O2oXJZJjxq/qv1Iz00bzt7B62+YNH7eBKmfc7Q9oeOJ8eTWvidrF2dGdyegQR9EcmBjg5TfmsWdP9STvenbZypwsf3tmz6i6QCkzkEjRrowXeIOUMGeCNaxi3M2flJJ2zUuXeedgm+/ttevt2294rK7GilMWs9dJ2O54u1o5WqXcKdfA/coY0edoh9bDaGWaSjiswcTINDfC3b7dZAVrObT24szOsH71cONirNeGLTcQWs/uTNnuighEn28OeOKC7N2+23XJsdyu37mzx8Xx3tx1NZ+1CO2yTo9rS+eQcqUkJwQvt9nzrJAW/xuu47RSSr7/jznzPujukuuy1C+24Xajjh67UWsiFAEL3MPNZ/XzwwaO2N7/Vtm7daHuzWZs+sNMef3x2eoyVZwHJ1Blmd2s9dzkYT9xq7Yl3tPamX2ztl3/57NwTpsqrMc6FOZn+KYek8EOaJKzC8ouSSzVeLJcgJbWqxYcvuFh2gc6oISkef/HDt9qFdz66iIQ8eKXNh7WdlTVxZzolepW01OrXi1543C4cX2+789ttPjluty9ut2s7O+3WQ7vt8Ruz9q53LdYiI3u9lhTbwGmb6OxqjzXOzCg6RdK0XkPrdabM5iHf2IwpZwOtQ3MNL/30Bk4sEUH/kcaP3ljYX2fX0J/IRW/wU7rsaFIZPou1zXXf41PkwCwt+x+wPGnYH6BmUAe4F2vESz86UwCbBwfu2rWj9sDezXbx9vUhgLhYIzVrjw3idrFbPTPqhSvSXNEP4ImZec84lg7FGWPZRtEkWUeQNzPb7M2CLnM2VC1nyrW/OHuIBb9TuCB12+tqGQPowLtp27F1/2iTWUyuQyfYOYyF6do7E7M2Gp7MDL6CCZvHup7rBQMqkFlzBxKwE7A/LHMKFmdsYQ9hV5KlBr0X3LmjOPqp3mc50j1fps/vmdt71rmtY34oH//xH3+HY0u5fPlye+1rXzvM7P7Mz/xMe9vb3tZeXItmOmV3d3f4ZHEkC0FP9MmpDCd2zB0RVts8TrWgmPlR3jgm2Lvcy+gYkwXQpjcoGotOeQbFm1QNEegyxqqu48Uayu3JYTve2WnTUgIHh23nsFL86pyHxUtbh/ttZ15O7XabTyvdbzo4vTVnsLOzM2xE43TqjKKBH4QVhrPXW4JzYK/i9CFweNoRGZjTS7eHVEDSZFEMHgdSjTAyUEQeG+PVM37G71Oig+1wSOGrhWOz2WxY25cRfGcEZKTwzojs8SKdVGlHjoSfbZpx5zm4HMmBoerZANNfD37D4ehtPUd6E8c13L4wabPt6RAY4XmUiNOIbMhVgXYZMpSn4fQmKIxbndla9Dmt2ScW2FZjN2+22eUrQ0S+NoYxP4E74AMeO+kYaxkNzygzePG3dchpFLlmVeeHbba1dbZxBRYLlhuDAzLRqifEONnZblsXytg/XOTYg3yiLhBtWRxYtGhtO10gM8LoNWu81crIO26Hs62aFzkZm9qIqvj5zug7OHXEHgOMwMtBOW/b2+24vJPYLRQcsSygijcuygCX008d5Sd1OPWyaeWOKTcqs2AWfVOPNxXJ2S+3cRrsNoPQUQQKRIbVOOCTrIKzShdp6CJMUpzx0EDK1tbg3B5OZosZXdPTCYPvnxwRNOCwuojAAMl01J2b16jXDP3C8Xa3COIOSw9qFvqoaLqE5tkmclks346rb5VijIB3KrKnmDIl4mSDp5oxrs3OSLvEsbDOZLx6NMaQAxefoamjM2IuVOWGPoDnQCLvz7aOh6BJu/HEwCPTrVmbbV1su9sVHJrdISt6xXA4wIhjDgw92gO3oJR06yrUZx7qwcG91A+9bAicipzhdMDcqdsWMZp/WPDlIp/gjvq5h4xOp5jJhEXWwyL3pOpwmrdTsx0gvbA7X9g10N5JZ+mP11uCV/fVyx8QG6Tk2iakP+DfeLHt05vtxBE1K2ADVkE1QOfAS1Ai9+EYm3VkfOwo5owoxXh0UIP2oTfq5R0vrTodc+kMO+9JA9gA0KNTm63DzzYQfeqSFvcJWc6SJ48NusaTFfTVGVv3fJlunNt7sryspodOygd+4AeOPlczuJT/9J/+06hzO1bseCbTp6BnZtaKMAWaFUoqTTsbKXhSSVnBo4S57nYyvc7vVhmeqefnBVAZI3jz8+H6cTF/GRm1tutwkdI3GGrHkzb8m2y1SaVeVirWvI6amLadk5TlMtoyfYy+2JC1g5aGi511Z1GYbxfvCHmlwOaL1KXdUnBbkzves1AFvkzbTRzjhKbDcycMJ9cGWI7bfDpt2yepqWWkeVx64+zxoq91LMZkgGtx9iPwRHfvgNMBgjF6ou/prD/FCAwjP8dnPp+2+cm6QqcveQfkxJ3rsDJiNoN2EvYBrqGO44EeHeGZ1LrVIQXyLHCBoeD6wHMVjDorbxSed7juObimJejGUfdZfZ+khi5SPhcEP/xlgeJ+4PERTblxs022KxR9e0hZHWYJq3iAHdlwNCCFjhB6yitD+OW4HQ1jR/r0ye7Gk5q5nZyl3tY0rkrPaFt8Fu/NF0R7h9NvvDtAQ5fG5CD10A3GzQ7vnTy7GJSiy1MBeVLZRP1f9PlOY9vtcT3LaV+OJ20Oo2Lhmygih/HE37/TkShccQFr+IQhJoryzU8bXbTB2NhyrH6fBglOxo0+D7gBgTGVc5YqvaBT0OZuOUeSVNySq+aJp+i9ooHSCSc3h/4YwSlwOmtSHADjEWDL2Sd43mNkmc7wLJqpzb/OhNCZDpmMystTnVrfFbw88Sxqvfxka5HCv4BpIe+ND8cVwKt1I3II2nbfTdvmuWT1rNtozvoMV+ozkzA62Di1njJeerxiWIdt4k/4Dn2Y8sOOBjPcA55O8H44jP2C9kzGrusOJ7w2dTuRi6f8MPRjUQc4Q0xkHxf0foY76I6YEc85CJyBTsuznu5NuxE2sS7nXdqmPYsM05npxbRAdoAdzDGZzrseD5YJgPPsb4572r9pX3D9qXbFU+vhN2KRQJdps0pPvZounJ3XC9r06PieLNONc3tPlnJaK93ryMn3nWJD7m6OC7JyJSWDtCunOjA7WL/ZddGbAC3aPxMWVV9NPDk9tq4Tnapr3gwK5sSOreL0I4QcKSLAxK5wRPzqHfbuqOeH1KdaH1rO7IDLamC/bQ85HpUKV7lNrU0erdmmk5yR6bTtnHzapMKn9UBNjQ5WUNuZ3Wj7D1wcjC2WUoF6z5gtjuJYwEK/+eYdHy2AbU+Uvp6rFMch/frihXbx0pW2ffhIO755s02eeLxdeWDWth9abDXooEIq6BqzGlMbDwje3GSGMUllWpNulaY37HR9YdomhyVZD9rO3rRdvbo3HD9Ayg4R93rX6cPUWc8VbQw7XdYmGsOMch0HszjSJGf1meRhX5oqPgsSuvAsMYqK1KXCceHSm16RhumNF2rcin5gu0q9vnatNplZGA2VUFGpqBhqVu7Vx4KTo3xwIpl8rDrZ5Af6tmJaROvn7VJNjk2OF7vL1ozmSZh9NtttFy4/1CaT7eFdjjUgnZHxhBeI/hOY8swJu5VW9QUDG51gVHgjDweW6vna+PUFD9YGvUVsB226W2l4W+3g0uW2Qy4zW42T81UIKALSoZ6Td76zbddWoJzDw04z1ZAHhJwwctgKwe9851leo7ZwrZmPmzcKCduDYzubLNbuFq9OL0yHXdAXO5fv3mFI1d8FIjODGEksNa0NcBcbmMzaww9P21YZ/JPFhlQ9A7HeXRw/c8bbyDyeq7YKJfiPbJYD2mzYeOZtWo7ehctt60pti70446oUXe0sXJXefqK2095tBwe7p3LA5wgXqkEvE+VE/hc0fwLThZ229eBDNV3d2vUS5jvt6GjWjodzffCCdtpkstcmtbHS7YO2s1O0ueDjAbfTynleCJ/5rdttq3Ydv3m9TUm9OEFKHd9zuH/Ubs8utf3ptO3tXmyzS5fa1q1b7fDGzXbw6JPt6MrVduPG9gm8k/ayK9fabhHjSTry4YU6oqhoshivMgaO2nzrqB3Pb7et2jn6ePvUcCS9eNhEa3rcJjcro2ex5nfyxPV28eK1dvXqYnd0EgfqG75a6Lba6ftoyF7YYs1GbdFupVR9dM7/0EbBeDykCZNSaEcKOmDHV5b64IR5tglZaH4d9ObxrG3PZm1+82a7/cj1IYi0v799ykqACF8jywb5daO1h2fTNjnZTrf6eeXKYTvanrfptVm7cWN3eK5uI3fsDEJL6J76zaZGoAL64PzrDPZCp1xHPpKaih3ibDNvhgevgSNwA37gC+MYfQVM6GLkH/LANnXBUDKxxNH29tZpvxFL2Eroc89mw2+DvYNebotNC1kygr5idQZjNaRwF73ULOWJQXF7XkGi2lWxlgosdoFHlhEUoK/O4iEBo/72koiCHb3lo2ygQwK2mRFCLBO9VmnynFNdH1LOF0dwndFe6VXkEjiG95jhJhGIJRak2zIbjhOPqrBdydIj7FhSvOtTf1faNTtIY2vUhz47lgedYNfUcz5ZhAA4MV3SkbEXwAXxXnBA0hP1eRMsaBAbmbodOGd5idOmGWdvynlflOnGub0nS+2I/NEf/dHD0T8///M/P/rcz/3czw3fZWj9ht/wG87djteAEbWCOTmyh63KcYQQXr2UDKLiTify1vMoDpwgFBmOAQa/Z2wRBhmlxnZA+JLiUu+UACWt53IduTPdbvNaT1sPnFiSdRzF8WynTVk/BsB0xosWZH0czi6169cXBhzCmX1uStGxxrg+OOcFf+GATFPPHDhFiz77PLdBiN0qB32nbT3wUDva3mlHFy63w8nFdnt/cgouAhkl6ChetV0fxqbgLFgQ5owbbeJ017vejGpw2p8sa7u2/Jm2tr/XHn98OhjptdSSY5AsdFkzglJ1SuCtIV170t797ukAk8/9q3oIVrAFP85bFfpYOLNTTh9r09Jf+ZXW3v72hWPrs4kt5KvOGpOyS6sd1p5j0GJc1bmmBWNdI2sW+vNMMkYZNF314qOSnoQDzXphFNqtm5M229kagi+TaqCM5osX2/xlL2tP7j7Ybjy+MNDZfJZxxNFnvTPraFHM6AHWP+O0OYJedRZcGJ5VGAOU5+m66606AmbYk7jt71fadmuzYUOjE+8O4mFQsKZtUVE5goVFTrXYrDJQ8DhhDARTAfBe77XoTJUTa6VmGY/n0/bYwcU22a8dcOsc0sUM50Hba4+8e3aKK2RDVV/0UT4SawE9YezsZwzuSnEt0xKDZSGvz4yVMnSL9uDzeg9fjkALgSCOjoAPae90Hd+JQ4qxQgBvXuv1hzW2D7ZZpTTWBmSVdVJO4u7V9shjO6dOUbVT/Mka0oKDMWUHUNo4dUrLua1zYY922taFq63tXm61B/WTRxfarScXqeiVxTLd3Wnbe1vDesPZ3vZwhA6GfB0hM6SF7+8O+1wdzY/a3t6Fdu3qyYGqWNE7O+1491J77PBqe+xd07ZbewRMZ+3yxSttWuO6d6k9uvWC9qY37Q5BhsLBcIxOmfcsBC95Pt1rt/YX1+aXCtEX29F8qx3e2mm3D2enOosdtJEdOxUgOxE4pRNuTq+2t79lNvBtyTRkmO0kAg6Fr4vTrbaFF1GA1SJDn8GC9VsVvOxl7Xi23Y6OF/KuLuH8MMZmEwx96MBZ2FWckYOcGta31nr0wsPeXnti8lB785sWR9uhrzgLPWfzF/J50qY35RkQCbhytT3+yM7AQzgmjLUD3F79VL+9VhK9UIV+oOPQCVV/8ePJgQ6nZ8+ipwosjHt0DLyK7CbgB1w4BPCXHR90r2cXcYAcvHf6LvZGocVre8Hv6TKGE9x4bSnrS7GpFrJm0uaVITatIPHCtsAkcZCN8R+CutPJYhf6E4F/NLvUbkwvticfrTPAz1ZwgDPsMLLnq6AvGDPrf2wsaAw6QTbi/Dl2iUwcdIQcRwIaxDCBAXyCM/BV9WEPQGdV0JOeSLGNhcMHrrxG1rPJtAd+mIwgWAPdEoBgooLgJzyZKcFVb/EZNgK2nXkW+sMGtC6GTgjgIKOBn6AowQ7WJQODdwuHLxBNnvm9L8qWvP5lz9yn5Z51bqt8zud8zuDc/uAP/mD7yZ/8yaesu62dk//G3/gbw9+/83f+zuHs2/MWKzenRyDUvCAdOnLanWd1qM91+T4GFAqd6zCelQEMm8rIMPJ+ZjAiEEq4DGfJluLYKyI/mbo68fqGtD7nd9no9tSnZ8SHFNXFnygBDBPb6RklTuWUeHPf6Af1D4HZg0m7tMv2irN2PKlzNs/e741JDz9c4zkbB7m2Bxrwc0OksdYfz+s8v+mw9s3rZIGdPme6XcJVddy+Pb/DMQenzDTyQXFhtFvpVSmFwIZnVRzZBEc2EP0xrr0Z09lZx4tzL6kvo6KMA4YqChB6IJDj2Vzo2vRaM+CXdrSzkHboOjyYnipfT2R6yRWzFhn8SVw5mAI9OHiFDPC43kFnQ7r22b1Bh0Aw3k0EJAGMcwANGPfYOQVLNxeD25IASKzAoTOt3T6qnV3mbauOaBn4d9YObi+yLLzGq14lQOUsEfOms6J5d7Ev1uKYMGcL8A78gHHjKD8GEXgkK8EBILfpyD6ycqir1oHXETnTo3Y0qanIsqAWxFuH6ViGYOwgszC4LL9oD7oe+K2OFZnM2mRnYfkeHmy1WwezduP2wrk9ntdmfFvtQh3aWnWc8Ab1VdCqnNvt2r96vt0O22wxbHUm76lniYW4024PRuGkHe3Vpjw7bX6hpkHKW9prh7e27gjc1ezw/Kp2t7lwoc1nu7UV1bCzz3y7ziDebkfzaTs4mrZb+4vxx9D0RkbDov/TqO5OOzpYrGn3OBA8c0bJ4GSUTim5zK5cTJ3U1BspODAbu+2cpAbjQMA/DnKa5FFFKXdMc0/Rv/DEdNYOb1Xfz2bT4WUcTte30MOVhqwxItB7QujW69AQMgdadaqo1avVKfV4I0bwgO4kEG49lbzmY+9s69pO8PPmA3DNdTtNxq31Yq9+2ywUO7sEbYkVuM5hPGr9dgWC4hQA6JV+gqcBF/UehtmsAo3b7eBwdiqnCAY4DRi6pR5PZiALci8JnCrTv20KYMsUY+PTy68cTCDAb7rMIDsy5UyunE2eeC8LYLMc7dk+thXN59Cr+Qh4KIyJZarpwfWlzrStaFylzMcGgaYNu21E6Cvhh4fgS7+b9uE9XaabmdvnxLE+Ti9mJ+QbN260d1aYX7O1tUkU5bM+67PaX//rf729/vWvb5/+6Z/e/vbf/tvtYz/2Y4e0tJrNrc2kaqfk+v3n/tyfu2v4ELIIKQsqBAYMXcUzCWZADMYqzGR6c4IqOK8oExSC0zi4j+BFGKBf2WPHNjACz04mOxHfuDBpu2Vv1/EZntobOH8+HDwxtdRNrUUn+V0b4FQC0Xx6x7m2OGBcI2Bvpwr82ilw2q43UyDyWBHMq1fm7ULNkkwPhz4cz+ftaICl1qEtZs6o0xtH4QM4QMD48O3ZG/wpuuyIaUXUhzNkh93/5u3ooNZYztthLRSqbVtODHres3L3rsFEZUm7qRM0jo7mw6yPjsM8VVg4Ht6Dhvpx5hwUcUTUQt2ObvWF1Gjo1waVI7oYCXauTZPgkTp4znjwLAKzHcBHf9jFuc5avnBhp80KQUy3DxkHx+3g4LgdH0/vgKU+4AXlxqxCrd89WzZZaZCLdYtJ4tCsYafg7BTf1cxuReivPdDa1uXFuM3nBde03d6atJ2TcHdt2FQVDzuUnxDWpD620CEOADw4aMe2PJQjPWwABUIB8mQb98XJRIutWKpb+zfnrbLm68Jst2YSF8GTo6PjYZaZzWyRLTj1pi0MOsCpd1giAGgOCpHcgSFGYIadMz17AF3Tbg1xvc/ZwRinzC47yHdqPFW8o+IINXtTabHHk+Hoo3poenKsSAVKnK4Kndox8QwCNI/sHYz8nULG7nD0UcmZSn28Oci52tisrMp5u31csmjetoeNumqt3/TMcS4ZtFVzrHXiao37Trs022q7s9g5rtZGH83b/v7xIAcqFrm7vdO2d8qjr3TLxZrC6lPhsmb2XvzQVtsuemOjsr2ddnAwWwQz61N1HlQQYt72by/GnrF16uzto0mtTDmxnisfpdpayDR4t54nG8i78873JgOMW2y/zo7g5AhCFHiuA8NDE8Uf0ztmVSx7HDhLQ5rqoAfr16KnylbarVnv45oNXPTn9u0zfQVdKyHptN6i8wce3l0s3YFIa8Ot4SimUvCLbCHbB3ZeMibcc/yqIG9owgFt+kIgghUI0LN1GnIQWeqz2F0scupv7IPOPpt32CDmFcfa6pkivaoD2gCXOKXYBGStVT1kxVWfGN/Sga3o6uQIJzamcvCaFGfqeOJ6axcfOFk+NawtrzW7JYuLjxaB0t7kAfqea8Zd+gKmMS9nAB+2dxyAKLwY/8gXO43MPlad7EpsW9T4g67sADIu6OG0T52aXIWTIZKGxhxV9jX0buD5DHjAPrHdA4yIOE8OOevAAQRoxHaU7W2bqARN65uMMk5/SFqmbsbuvijTjXP7rJcP+ZAPGTZ7yvJ1X/d1w4fymte8pv2dv/N3Tn+X0/pP/sk/GXZLrvTjT/iET2gXL15s29vbw1m3Verv173ude3jPu7j7go20ulgchvIbI6JIIBJzlJp7pzlqwJTw4gIVEf36tvrLXCoMhJsA5NIo6NOCFxm/Ty7gvGxSO/batOtC21n67Btl4E1qeNLdtvBo9vt9sG0bbXdtlVrtObbbXeHDU5mJxtK1URlzUBUGlDNVtWar9lggJVCI3Wq2mJmYTiG86QfzLRVQRixKyZppBhLzOhUHU55XKwrudB2di+0/QtnwpMxYczqeac84xsVDJVex/rKul8OSpFQXcOhQxgzw1TvnWTF3rEpxGxW6+zuHOMyNiu9k5TsKqR5kobMOlfSkxZxnTpWYjK8XzDWOzitwOS1vKQyWUlDG9RP2mH1vdqg7mqzCoGPul84YOaucMIYkb6FUoG+LU9RIsz+OULMBGa1VamUBQMzhVUfDhbrmqrtBU/UTPaFduPqtF08eLDNruy1o8lO27/xUHvHSUpgFWCsflUfCm7WHGGw1Zra3a3b7WD7qF3c3W439ndOcc+sNGua6hr0THoiihDjGaNgMLRuzIbjROH3AT+X99qFratt54XHbZd823I+a1dyPBKIwnmx9bu08itf2W5de1Hbv/hAO965PKw/29rdbhdeMFkI8gKqGqw01PqcnOdRaZ5P7G+3g+PFUTH/8U0LK7Mmz26eGKikH1e6ME4sAZDqM7zhjBVwRP/gTwIz4Ik1XziqnFiEPCB9z3IVAwaaqoJsZSYX2mZWBV5ffHaGXdsx0Gtd262tm22yVanzu+2d71wwIZndRV/AZGOMQIaNyOrnQjbstgsXdk8DSPBT1YPcr/pr6G5dvdNgxDnY3d1p0+nOadCqaPJ497BdmO+1izuHbftCzThttcduXmxveeuk/dqvVT2FkO12OG3t3dODdjDfam9607S98Y2LZQbV3zrm6PGX1/kwh+3wwtW2f7TXnnj0cnvkkYXjhS4jjZF+F744Xu00y/3KtO1OyoKtcdlrb3/nIiW5aKU+nulFHlUfF+viKoPlYjuYH7atB17a5jsPtv3pXtvfvdamO9vtws5x2946aJODwyFtfn/n6nAkVdX5jndM79B1rCmFDqzLPEODrvasFME76PCRRy+2/Z1ZO55O2zveMRv6UezHGBNE9c6wVUdde+ihrXbj1k7bvfjgEIw62tlt+/Mrbf+R3faud01P9ROsiy6qMmRKyYlE78FDXgKDc8MaTOyNuga9gpviNy+PYZkNPFb1chwfR684GISM85pjLz9xf5zWaduDLHMcGuuDusZ+EPUuMqUCBSVDuDfI5BPZzLKgxWlmi/X7yFzGEhsH58Xpso8+Wox5sU1vV+Bo1h69vnt6TBNOUjmNxFuoBznHcUi9YATyHjuGdGKCenbYWW4Fbr2GF12IQ8o6ZJZv8Sw6DOeQOgkIOuW33q22TcekVsPz1OeZZGAn+8N7DRB4B/4qyGmOq7YtgyNr3EFXNZ4FP/YbesPBbugHvcL7BJy8aaVlqrNsSKN2YMLB9MIfMGBjEyS5L8p049ze0+UlL3nJkJJcM7jf/u3f3n7hF36h3bx5c1hfWw7tF33RF7UP/uAPvuv6ncZA8QyTUyGWpeU4VclB6kyBsMLJNMh8J9MoEg4rczvP2M1E3koIDLOhe+Wc1lEGlaY4G1J9B+OuoudHpbXasC63jv2pDXIqR2g2n7et+bTNaoZkOLPmLDULx9vpZcCS64Fy5sQzCDbGnNaCYEKBMIlH/RZ83uQAYYfBg0JhvYjxavjdL0+cEVSobzYJw8jO2S+vSeGaI/akEhGZrHpZh4wRimGBw+4ZSsbcyhj68ext3Wf8Mdyd4uSNG2gnx5X7VWjTM1z0NSOxXMNIxVDFwEORgSeCHSj6wbGcTNvRdK/tbU3bwfF2u3F9a8ARRoud0/p4dpo+DEbBcPZrWXKztn+42D3X9EldxpXTyKDbjIrjIN4RMKhNaGa7bbZXhw+2NjmxHuZ7F9v88PZil21yENHORHHKCnvggXa8d7ndmu+2o1t1DNdx255st73akOjiiSbHA9AOH/PZXtu/eZIqe+J8MmbMFhB08rp/JqYwajKo5sg8RiYGJo4d8tMZJk4Rg8ecdoZDybWCx4YHjgx8Yhqz/IMW6/nB+bo4O02fN53bKQJG6sbIQhbhSHEdg7Pex3H3rIw3x6ENtwWPgv+6fmF30o4vzNqkzmibbLXj+eQpPHpy5HHbmW21w+OFwY4TU3UMhvpjk4VzfDRrT9zcaY+eOApOTyXg4A1xbHQvDNtaCrC9kFltkb4MPJ7dRtbYMK3re9Wf2XbbnV4eUpRvHe+0x27utZ3j4ofjdlxnpM+2h92Vb+5Xxs+ZcQ07YKiD0yqekXRgF0PW2VOMEcb9YhK6groL3JrXKZ4tZtyQmzfr/PfZxTbZPmrH0512+2DWbh0uZIdxgT4Cp16+ZFpA9rsPjI95r4rfYSxw9HFIfA16Z2aKtno2RGbYWGdnRgv9w6kz3Jm2TD3oZWQxjjN0S0AJnkfHOFvDAX3ze+qMgUcq8H68024dTtu7H1nQvx11YC28ECQmWENWnXW+cUT/rDe9EaaDK37Hs5wZJMj3CGAzrsgseLaHa+SXcQx+yVrKYDMBC8YH/sFuciaOecOJRryHfPFMKn3zDLbfdZ3Ick9KIGPAicfE72X2g21u6xpgwAk3nJYB93SZbpzbZ738ch3s/jRKnU/7JV/yJcPnmS6ZbmEm8beFfq/0nDdHzXINA8yPUMKY5n4Vb2LAdQS/lYnh9Kyyo9+DY1GR0GL0ISI6H5aoHZ4Y/APMBdd8PhDN0ZBCV0cHLT6LRD+OoBh6PMw6AkdP4Pu3s6HBVwYL3Ef6VMWz3xaeKbTATe99C3qu+R0rNsYLZYsxjkIGfjs/HhcrexQyCsRC12tbe8EAaChxiVLyRio27vB7xhSw1+/ynXRm5xrjxvQIzfqZHvz8TX2OyKO4MIYIQgwGT6VQ7dZxEIv1k8Pm1MeL1G3qy/45oLDA++LIq0qzrHNpF/hanJNr/s66enRJnx28seE49K3WJk632vHWIkw8Z/HQdq0Rr411T4gHolDu95BSXBkTW7N2XKnTJ3AM/d9anKdcjZzuCH8CIH0848uzMcCQtOGCzHEgyf0HLIwXGww4I+YJuuj6KZmWaRnh6zZCbCAXLZA2b9kKnMCNk35Qf0/nd9ADcNkISvmZGTeglwCUU/LNL06/tlFvWcLMo2fqbtWGXttFg/Nhzf6ZLJwPG+uA68H4royRAebFcU2M62k2x14d2zZvh0eVel78UXCcHPekfvFtxwg4a/3ukH1dQd4BRws4PP7g2rKBNmo9b6WHH0zKmdxuh8db7ajaLMP9aNK2tqfD8o3hALUhX/6pdAou0VWMRQbderaaHSzPIA2O5glewZ31s9dWgotTZ7Jm3bdrzfWwfL3VyUDHRwvaAje0aX3gTA4b557dTVsAHQA/AR805OAgosP0yzd06iwb6rCzwDOMKXrIci8DzdatLtCD682lKjyDc+VATtov6HTbUA4+WH+Cl9rf7uBk3wrXD42ht61j0UF2PP3p9RH6IJDlQG7KPuOqVz/4xMkEH9Cv5TGTL/BcBgzrGoECZlvdL+PU+EvnkT6aryxze3xnGh7rJ7To5+m7YTIN2k5cp6SN5HqreJlDry/3ZJlunNuV5aFKcTtHKQOrZlNf+cpXtnu9VHpMETtpJ2nAV0FgkjIK89nwJ+JvZkJoVUGZwnTMKNpAw9bN6JSL12Q4zYgZP6Kj9U2KZd0fdrW8OG0XL+6dRjFJC1qcV3txgK9S7LwZBmvh9k7SplCgVdIhRJGgXCzweB78lIHMzone0Za+EaWDN6veisp6R2HSme0IMrnFeNVz7D5JhLvqJi3IM33AD4zgFxirvXoPQUk6UNVXsLFbIuPv3QKBEfrCEKj7TruC5uwAorStZFjDiAHNdXauxHghBYqZmyrgh7WOGBAYlKbPehcHhv5yfBAOgE6iuSNYw312IGa2mTQteAv6AL5Fqux2u3bt2tBOvctY0VY9U/WSCl51s7M5yv7CzmHbffL64vzYqzutTsghBRyehp448oSUWNaywweenWM3aM8s1nhdvDhrL3rRrB2/4FI72q1znvbb0fGs3dq62Ka1o++D19psvr/Y5fbwsO0c7re920+0rf2bA+Ndf+F7t3c8caU9+tjCeF6stdttFx7Ya9svXDj6p7vEnQzy8fZ2u3F4ob39kcU65Orqm950FsEvOAuHhaNKqa0PsxqMl50z1rv7nmcBqv6qq5ZXFq4LV/Ad9EaKpGedbGzheFiGIjfgGeiM40yMb5Y9kDpY6qvu33xg+7Tf0KxnuDBGScGHL+qdGvuq14akjw+ib97wbbFc4owv4SucNTb7rveZ9V7Iz6328MMX2q3aVfVELhT9MQakFS6W0i5Sdyv9vlJr63o9v9gJvWapLw/t1/UaW9rAOaq64J2qp/pUOo/lsPXs1auTdu3a4ugUxhf5CA0hF6AxUiYLx08+OWnXr11qe3uXTvtC6vpB7ZAtA9071pPiTXbIIt36jH54DoeJlEhnDKCPkffVPnK0dgr3jrzWLTb67VBUnYXr2exCu/nAhVOnwDvXet1qOhvUQ6oxTmf1B35xyj26Gbz6KBjsCvSFs2xI+YUn4BnkF7SLzHWgG56DN9AnznpyoGyByzv3ycNeIShP9gS8WfBxgkD9DW4Z54Id/VLyGL2JvcFSoKqX0wLQFXWtflcK/3Raxw9tDb+rHu92X7CVDOG4I3BV8BZfIj9YK+zlSsgXZIkDn8hDw2O7z1k/9VzRuXm02jAfQC+cTMBMrvHuADD2goNv7AdCoBH6Y7kSu51DA+i1gpMjfJw9RzDbOh17EN2Ig+osBM8i25lFJtpxrWJ7A55ywMmBe/MZ9RMUwy4lA479MdDNzuSD1u75MjsREKueuU/LWj179NFH21/9q391MCZXlYqC/rE/9sdWnj97rxQiekkDdsx6sxJVUGYoyIxuIhQRAKsCLdSDIMtZZRenl6BwYWQ/g0D3Nv6k1zhVDiGI8MJBQUAiIGzwW7BkhM3pS47a0Rbv2am3QKQdn0TEGCD4EZT02wrHjnJGvRk7RxZzXKtgbAMnQtkKzILds2KGrzeDSZQew8XC27Tkj2H1e4580p4j/C5OAc+IsYMQKBwrbsYSWsIAM4+YTwxzzuL5b563M8TmF9AwToXhwijEUWZDojOFpumVYfbmzlkQG6SJZ0e1wRd9wAkHVitgjKnapXirHNvb03bzaHEm7PbRrC0mNQop2+14e9K2y1DY3mqTS5fa4fH0dEYOGlgYeJO2O5u1LRBuwTAtp7acnJptO3PemKFzEMXBKI+xsz28+dLZjOKdz3stJLwAbZv/0L0YqaZf8Gx694wd7eGk8o6dZWSCUzYJ1lByNsIGlmeQCPg5/dLOUDr6jDczJrQNTSJ/cAjsLBBY5FxtxgeH2Ual+SKDiD7mIze1AX6ngdIGTlLKYs+uJe9aJgET/IIMh2aQGU4/9WYyOYvodXNkbqDHPNNfhfWB1j+mF8vcnAHKTB87z9BXfTCOMeYZMwI3Ns4pDnin7sFZRY95p+pedgN9A6+egYVeLSeBmywNB4URF55J82xtb4YRXAFX6nLGg7bMa8nLDpQ5iIWDlfQJvwF3zkICq4PSBDZct+uBtp3m7nZxEqkXWByAA4fIOMtQ05ZnSaEJ8yj12zkz7j0b35NbtnlsoxLUY3wtBxgz6wEnAFmX95bo9WwI81IkE92BBwdLTGteEuD+Uw8f7Gf+tvwAds/IFg7gWZ7nnvewuS/KpLMDWu+Z+7Ss7bZ/5md+ZnvRi1601rNf+IVf2O6XAjOn8+moUzIUxYLGvx35NDOnMHBBmXldg9tJJyyFnAUDwiAFHVFkC3fuW7gbVgSjjX6KYfV1O+ne2AIYbcS5zymwELh8W+B5zIwjC32es9KkJDxZMhpP5NGGrfGR7ZsGevf9Pgo3n+/RGPD6dyo7Up4NJzjvBRusZH0NvKEYaMvwJW+kgjKduFghun3GF3qFVp1S5nFxGt9T6HNyBtCQvtvuTP00TffGEjhNjx4TYMIJwaEc6O6o0iCnQ4om9yvNv9azVzr/pBL/t8q7KWaZt/l2HdtSG72dLRWA5o8Kx7WZG9PxdzDoYmCM9xyTXt9Mg9CNeSzHye/2AgJOK6Pg2MLDY1kpDna4fcMHLTuAZcMFGBzAM9wO0CV9I+P4XfcyQ8VplKZVYIRHDIfxaWchZ/kcMMTAtPNvOWYHzk6CnwN/6Rg4HRPe8l4F6bwAd+pE4AI//O1U0B7sriNxYVjhq3wGBxo6AndO4bTT6iCxdVU6daZtB/3cH3Sl8dvTG8hz12P6SdnS4y/TAs6xnfXsL46QeTmdetpLu2TMjki4wLl1u20W86zpcEwWJQ+4T4wtgaqeDGNcrN/BsemdNtwmNGueSr4Eb7YZen0wDdmWMe6hgV4A2LOUxoNtMj9nWAxTyuO0S7MP2DHgwjq+R5uGwzZET56P2RgJi+lonWIaqwI9GobE8xi93xdluklLXlk4mmfd8gRblt4HpVKFUA5E/IjUkrZJAU0YSjAwBkYah+xox458lRrCbrlmapQfUXyY1lFrvjFoLHhRvkQqgRlDm1kuUn0wCNhRjncXKWaL1DBgJrXPBgFb+VdqDymGtEXEFfy4j+COuqwoSfnkWdIBOZjbO1YzPkTDaZN+1XvMWNV1YHPEtKfIbQTV80RcMXQ4R5bNKKiDAIkVJder4KB5Rs4GiR0tlEzOPBiHNlIyMo6SzzWy9Y6zE+odcAiNuthgIOJMWmOVomNoxs6NHQ5m94pWvNtzFTvavFf3SaWv38yaA4ONT6e/O6Wp2qo01Re/uLXrNybtger70VE7vn69Xb5wYThiqN4ntTgNRfgGugZv8HpdL56h31UPcLDD9CBDXrIztHXr5Aip/f1aN3v5NHWs6nqy6K5OUHn4yTY7Pm47tQHOdHEcFHAs+jxt04cvtWsPzNvs8UcXdFPHDFW/aqFpm7WdOhs4ZvQrBa5gf8ELFn0hpdNBkDTaq5+Fd571RHE95xl0ZGW1R3ou9bA7pfUv/SK6zngiv+wwsWMssw3IA+DmOWQuPFhwkAnituubtHpmU3EQwTX95nkbTuAIh4oZa5aDFFxVt/mcutm9nDX3pFkyE1hLQdhMDf4pWkres1FfacnIIDIWwL1npJ25At/Up/gXOVI8xy7rLBGp6+yEjc5hZpsYC7Ne9KXeZ5aetistFb50IJkPsty7mDPGXl4B/guPjCH4th4kkwK9zOw4x+nksoIM+LHcoe7XGKAHnRbL2AObdQhjAMyc0uTN8KqwUy+w0Q+CJ6Que9YVejLu0VFcdxCmvuFj6zZkKP3zdTs+dhrMHwSt7OwCN3/TvoM/zmSrd7EfmHkl4IIcZYkU1607saGwsdDX3mMEWNDZPAc8DqgTPCFtFX1PMAh54hlV82TumWKdhBzO5RGWK8axZ1w9U1/wFd2YR213EBAATgdWPFkBbdr5RoZD78g50wUyjJ2gkcF2TpGz1kO2tdBR4L/a8dp3+BaaRV+ZP5Eh3hSs6mGzw2rfAYUMGp0Gm+/1Mt04t5uypOAgsYYQxcV59DAXQs/rNqtg/GaKDsyHEYehQvTcs5IWWggnR8VpD8cVerXwcpogzoEFNzvv2dFz6hAKlfWGOLbAxroM0vAwaCzcvS7KxhZOKkqtnisHugILnNWLQAWv1RYOtM9lI66SDqX53I6clbWv2Sjx7IRTBFHi4MTj7GOirJwRxBxLg2IAf5lVasea+r3OijpMbxlRdqEep6YBO8oMuNnptbcsAwPC6zZ5h/XHjJnTtOAp1lSDUxReRmo9Q1+0UHRR73lHZuDgXYw7cE4btZawkk9e+tLW3uu9Wntg73abPrnIET2+eq298+3bwxEnPqbAszzQt9eBQy8oWveZD04o/eA5DGkcFY5qIPiAbKiZ5Gr41mN1xNadhogNyYGfLl6sCeDWprXb7qzdbnvtiSemgyMIvzHGhQ/O/cNAI9jgNGH6WfDg5HAUFkYuODLt2yhxmqr7Br3g4EGflg3g2HxXsqFWybA2FCPVgURgqT4W3F5r6pmHnKFwSrt5BtoC9za4HARB/ji4VgUHDX5h3TDHiEFv6ADP6DHW1WdmyaAbz8gwHuxX4HTfNK4TZuD2pngUBxYZl+obaxPru+jJs2k2Wi3v4aX6djAHPcV77GwLLSInoHev7wSXlg/0j3HzrrymD2Qx8ou0cdoj6EBwAfmGLIb37QTRptPI7SyBX+4h39CDVY9TaT0bxVrzdCygbxxly10HYzJYCwx2rlkPDi4dzMuZMB8fRYAXeNHN4Klg4gx1jpCxs0m76AMCMQ7COrjPUUk48Slf6bdT6YHNmSMEehkv5Bw4qOfYn6LaxE7J1HBw2rMDwRv0AS0wxj7+ER2MfANHBDCqLvQhMNqOIZh4FgA9g9VBbp730i9n8eEM2hYgEErwBv6Ar5D34MJ1F0zoOQITONMujI2XZSB3vc4Y2Wh9S+CQvtt+rnsEfbwmeZXddE+W6ca5PVepTUs++qM/un3Xd33XHRtNve1tb2svfelL75u1thSIHsPPirEKDOtUF9OVFbAdl0wFyVlCt4fStTNsQZ11VaE+GxlWEI74etaS3fRQKjbujRM74E4hNhwWqsajHfTOEsFT4TW2gRZ14ODauEeZZoqYDXVHeY2PdOKAOw0T6sj+J474pGLOFDjqciTU9ZiWbIxgSNmIA87erDN98hh4JngsGJN48m+XhN/0aaMOZYpR77WZxovpGEOT8UVJeyYcPGYk2P12sGLicO1s+yl1uV+GzwaR08fADXU4Bc58yW/PWpDu78j6af9KTE8XacheI2bart1e57Ut6LQsp0pRrl2Z68EzejcNwneme8YEYwWDxM4Mcsi0aLrOjAz6TD/tYMM/0INna3vF8sOOs/HpsfB6/DM8PZWme7xnw9/94B51pZwdK/Tf6X60ifFmGYMhi+HnGTaOSM6NTyxjEyb6ZgfXATzPYPOunzXdWvZBC8hry1fD4MCkl5K4z8l3ib8cO+uXpCPjNNvo4csOoh1O8GE6YBySTkxH9JOS+trOr+m9B6eL6R9dbTGWTsI6+Ozhg75nIM1p8g42ZWDdeDNOUvblmPbg7umVKshAdGFPLzH2vuaMpcQt+h06StuD9jzGGWTAmTZe0/m1mcxMLDiBJuCp+pugHX2xDkVmO0BjHkg7bAzP7h/FOrln+yHXgL+++Q3s6Ky67287vKYPxsK0Y3vKdGC94rXIdrZtmznF3LJ7jA7v6TJ7fm8odW63vdak7e/vt9/+2397e8Mb3vCUe/djyWhlMpQj52OKaeyaBbTb4zsZeRmKnSLr9SFOS7KRAQykw/DxZgpO0+GaBbcVyzLYbEinkPKsgq+N9flMENXaw8VnOp23ra1529mZt+3temCxQVCmxGYdy0rvmTRqeM7Oy5iTtKzenkOW7abSRnEbrnX7ZBiybvfJTtoyQ8l9Tvrye+DHMBCd9divgt349rosAjI9mmFGl/Nci4znp0AdnNJQBil6MJgO7NDimPAxLMwIMiMD3RNhz3OHb92aD586Quh4voBrb29B2/Vh9vw0Xa1N2vEA2AJBOO8L/niqw4m88DhgoKYxkQZ4LzDscfHsgGeQjB9H9p0qvKrYWQZ+Gys9Gkm56MBIb5zHHA4bR704bvKM5XDKZcvm7B8zOdCKHVHPtPRgh9Y9U9lrI3FGceCE305/Nv+SzsnvXjuZPp06LR2e7IvhgN49m2n+W8B2phOGTeNOfleBJzNzyEa7g4SU5HfgSb2d+oq6k/+yEGCGTtIhc312Kk0DPXg9DsmTXufbayNpFJiyf5b9VZYFkzxO6chDK96ZudcXcGUbxTTUC2r38NKDPQNX5nf6hs3kzA7LyGUOZP5ddUHTvcBEb0zdT/eVwGtmFWRQOtsgkOZxtj3r9no4NXzGwTKbdh2c9WSCaZP60QPQduIy8eUdm6nLjvF9U6bT9T73aTm3214bmdSs7dd+7de2V7/61e1bvuVb2qd8yqec3rvfCpEwlAjpuxgQMFMyR6YLej0bjEtUDCGyMF7vTKUiQkZ6LtE4G042FFEQFLeH8qYtF68ndrqHZ2U54sXpxfW7UgRJgStcsN26dy11BLD+Bm/gk2gxKWZeO0I0kL/r/sMP11rB43ZhdrPN5gdtenTY5seTdn1nr02nl4ZnK12JCChrsKp4Ywkb2KSpFH5I66nCc1bunoVw2g0RS6cqs9aFdJzc4Zn7NlgZI+Az/MysUef/396bQNm6VfW9a9eu7jT33Etz4YLSSBQQxKfB5qnhKU8iYuKIgmkIT0ls4mDY0QiRJ+8BRiGgkSQGjIl5YBuGGo3GLipCnlFswF7zUNpLkB4utzldVe39xvx2/ev8zv/O9X3frqrTVN01x9mn9v6a1cw11+zXWvRaqh08fkfpu/GMcEEPu+oU86cyJnxIMZcyK/rW+hqtvxOdxnvcrVMCSu8o5YvrohSJoNDW2jIdURIpplpL6GueJSwlpKNfGkettY205PhEOWtcqBdpvJPFrsVUckXnARw7eed15IlwyXmncoSPaHfQrdJpdYxNfOc8UarumZMXyomLd5T1D91VVj68VTZnq+XGndNldv8z5WN3bnT1KkW6S91fO1km60GYk27DqkhP3tlNJ9RRD/FRamvM20hr63CxdukYq2iP5iYVTN0T3eroMxk/xJlSyjz6IYNIdMD5E3+1ZjfjUZqnOjYl6Ce+S5FSBFG8RjyFa+PEGxnR0PucL1qDmc0LRi7Ek8TTGLVgZJI8Xum8WsOqNGA60cVnhIuoU/3VPOR6WeFT74hP06motWbaAV+kr36pL8IXxbnGSCmP8TtomZEx8QalTup7tEdjrjWuGnu2QWOs76IJZfIErSvFXLJIsjHoIfjDfe87L5vTC2U63S6zrUk5ubFWTp5cZGUEvWrslPWj9PAApQXryCMaklyPzVRkrUGU3BNPEh0p7Vr8UGnpkmM6Eksp577unU5UzeN4LuZtXBfv0zFUWleoMWeWkUe4PQOFWTHMihItaz5IJirbRPycKbSkC8pL4tQj3tIxpE8wPV4prOJHmivCqfYZ0bnXwhmzg6I/woX4LaPgoofoR/Qn8KwU8IAYX92P926+eUGPoh/VG3iJddlaOy9aUap1fHSdwIhtPMujezSvA+9RR7Qv5FnMwcCX9Ea1JcpSCrVSjMWH6DiIv1rbrbnny5I0dzl/dT3Kk65BJxH/aj19gHik9D/SisZZ842Guviw+JT0avFAHnkl2tKzmn++c7bmKOlJ8+ZYwEpLS14KIloWqcn/6l/9q/LoRz+6/P2///fLC17wgvK1X/u15biChAXTT8RsRD9S8vR8ABUETbBsIruHToyeSoeYcJYaRMHh6dHeDwLLoAFHRUcCUYwmUzwk9N0j70KNApaMSrigYOWGNf6+hM8NJ+dlY7ZdVi5eLJPtC2WnTMrpzbVyvtt0YrJn8HBjDrVd6wVVJp0CYvABnp6pZ4U/rvfVdXpOKbyZpqPvNIL4rNMH/+q+lGcJFjoCuK4n+kUDgvc8vZPOEOFd15m2pbGjcSuhKHx49gBpSsJTgl/05VFi0YkUWglWCnpPoXPhJgGrteGMEk92peHKfGePNqVcBoj+6OhR/2gc8TeNOTm4NId0FJDomxvfiE9IsTl9Yl427zxXpnfdVsr2+TKZrpfNzUk5c8Ppst1l0EwuWwe1GMfLhZXaLVy7sS0lNn4LR4occgMjfaSgcV0WHSSuRJO+ODb6LqOQz0edVGjIG9UX0ZueE33RGKeRq7LEO6lkMz2OURCND6MYdMJxLSEdKvpL/k/aYOqspz3q3Sw6or5rPmvsyTtYP6M11HM4HpxnapNH7zXnScd0PLJ9KlOGtPpMw5AOY81vjTnnsOhBzjjycfIa8QTR73pkYcy3ys7qpExWV8psslZOnJjsrbvWGIj2lQ4fIGeh5KzohXNF80f9kIOOzg3xUNGqrpGWhGONq9oi5+We3w3PuXGhaLaMFjorXI8QTpl27M/TcKeR4hmOTKnmuKj/rmtQZxENui5BHiDcii7lcKHxIh1H/Eh0HOC0qbmruogf0RHX/4ejJIxbjYnkGB3Xkkky3tRvRWKDJkQfdCo7nVC2iPaFU40TAwri4XpGTgjRgBw2vodLgNahxt94h/Kc/COADkqmanP+Ob+S05f8QO3XnNC4UE8VbVIn40c8gnyJQR5m5jgfUd/pZGRwg3qP5sCxgGbc7h/+yT/5J+WTPumTyt/9u3+3/L//7/9bjiNkaVu6PjadKvs9BC4chsqlYUsB4M/W+uNleVtcUDij8vtD6UEZsB4KP2vlJQYXTHUWBQfH2i6T+aRMy86uEhWpaJc7Ji5X/CaXGZJ8lu2gYcuyxAjdqHJcZP3L6kl7aqlp2bMqg4LfHTEUCF7nUBto1NKREpCV68a4G8w0nNl2CuAhfLF/bMNYnO/NWT3TScnZ7ngqLXlRIBU/Cl0pS+4YyGTFooxL9MixlLLp46d3yiS8LuHijoNSZ2Vl/WJZW1kY4ouU/Eu0UgMqDo6H3beh+F2KXNNAoxIWIMeCR/gItTa5M49j2gekmwA3mrO/mZMtS7OUkkNjcOz8FA3X0nz7dI6+cXOe7u/zk9GWzzfHVQBpdqgtfJ/zllFwtc/nptOp87Yanjj/fO5nPGExbaOSRQZDHPe1aOf8bs5G9iWAyvSC3iOTw8d5UR4NDr27MBIu7xTbxzmod+goXdzzQZjcTYYSJzRU3VGS0S/HsUYX2TvONzJ+ldGPO0pr7fL2cEzpgK4BU5trdFyjSa9Tyzhk6LiRRkNW88CdELq2yAa6e19qvK4m77yO2ofyhM5C6SxyJsZ9LRHoowPHU/a71o+rAZ7FKIOVepvToC+h4udYwaSdc7sUPOQhD+kit4LHP/7x5bd/+7fLl37pl5bjCPKS08OtFBh5ixgxIIgZuvJGJu/rEuSp5j16NOVpVLtoXMmD5YKXhg4ZgNO97jH6xqitrnkKthhplBmpO762ypmo8KF+StmUN10ecqU5SZHuvKUntsvp6V3lxp27yg0fO1s2b/tomUT+TeRjRQU331zWT9/SvXxqerLMdlbLeniVN+dldTMQtl7On1/Z82yK6cv7KZxEupF72mXoRZvpzdR00LoVCkVussGou6cskg4Y5WHki+Ml4SRwJs10eY2B2s/IqmhOnnB+3DAQfcl7rXfVNseHCxKWqT4qfVLPcSMz0p/S1YImNN8oyKMspbgLP0ozjHvaUZK7HG9v75T13S29g6fdsDov97vfDWV7e0G4SmdWuhqzF6KNQXIBcZSDUubiozkf9Kr0tlgru76yVU6uz8pmZBysTcvG5ko5Ef1fnZSNtZ2yddfFslbOl82LZ8vpj9xVTr//o2XjPf+zTN773m5ibZw5UzYe/OByZnWrTNduLh87vdHp8qtBc0GjF6ZlvrO60O/j8NswWufTcmpztezcFEcNLdr1cR93iYa7NM9oT5dut7IXNVbqGg0CzV+tBY33FaFwo5G0zHviCVJKFBETzfKoHTqeRBOKJiiiwucZ7SWoftGf5qjmtvqnFDdFixSRUfqcoiCevikF0nf7VVto9JFmOU9o5NBI0bzhnCQOYk74UWbCtVLLFRl0WaO/wjHlhvMd8iztaMsjRzjPGWUS3uJ3tFXXFRFiH9U39f+WWy5Fqj1aRfxzGcv66sVyautcWQlBFAWfuthdK/fZKBsbG+XsXSud8bIaRmrwltifIeTjbFbmk3lX1taF1bIzX9lbXhOgtOdTJ3fK5vpOWVufxx50Za0bz5Vy/uLiuK1ou0RRgHhA9Fs7DotGRN+KbJ84MS/z7VksKig782l3Drb4LmUgTwqIcnm0lOjCl0p41NTnh9L9pXcw/VpjThkp3Ud0QZoRPXB9Mw16LTWh0aGIm9KRNc801kp9DdBc0FGFMmiVTaJ6xK8DL5x3XF8aIDqKumPJyv3vNy8n186X0ycvlI317bI2XSlbEf3fWCsba+vlhtOTsjq/WG48fbGcPrldTqzvlPXVeVmJI9nWVsuFE+tlY32zO6ItdqlXunDQj+S20tkDL4F3z+hgxF90E9els8Q7kZYc6elRrqKw5Ifqv47oimuK2MZHS0CoQ+o9ZQkwO4bj7FlapGnxAY2Z9Cc6gsj79Ix0afIc0R+jqZQhkj/RR24mRYeL/pKPak5xI0cuKTkWsHrP3lBq6Z694x3vuNu1T/zETyx/8Ad/0O2YfNyAmzBRUcsiNW68etQsgJEseuUyEBOQYOFRIe7RDhDTobeRBqUYJD3PmtR6XooLjTIZojRgPCVMqVQe4WT73MumtknhkdAOIaP1LoqI6AiUM5GqeeFcOXXh9rJx7vYyCekRxm1Iud0BmuyslFOrN5eVjUmZbGx2G0xFJHd1Y15mm6vl7LmFEi9mFn+DQTISFWtZaNTKQKf3lenHYrQUmjR6JSy4Fo7rpbmxB9NvuGMiBYHAPbc0QqQMcVwk5KSMZ5Ed0jPTp0kzoiPRpJ6X8cdzZwVM7WOaIg0frlVUHVJedSxFgNYZUmHvFNPdDUlkrKi8oCfRlFKD1y5efnDtdG2rUzAjhVFCT/XKyF1fW7yztR0RzkmnAMczjOSqX1Jo4nP65KxMZztlY7pdNjZi47NZWV1dKVs7k3JyfVJWb9gpO9PtsnrurrJ29rayee62snHHB8rk3e9eHFqqgb/hhjK//fayeuZkObM6KStr87I+m5XVrdWytthSKrbPiR2oFlkOkW7d4WZlbz6H0RAQYxd0fubUTpmuTcrZc5Oyvj7pFHmlKjMtVLwvFIlYT6ZUas0JOU+4Ti/jdTRuyB9I0/xOuuP6Sh1JxLQ0d/LsRektKiReJIWKxi7nhJROtZ8KH9eOxvM8lorHP6kP6rscLZoDHoHWR3NFvN+dgYzcEthX9VNjpfs+JjIseGY4FUul9HdrwXdpWrKDxovaxTRVGUtMu5UCrb541km0L5R3OXJJiyzD10qeCCNDDHuXWGMD8c3ppNx4Zm0hU3Y3m4qobpfh023ANis727OyFUbCTZNyrkv5n+w5B6LsLk11bbusTWKe7UZwu3fDcbTSGbfih+qH0lfjt1KXZTSSXyzGOGTXQtnYnkzK2sbKnvGm98IZFfSvNefihZTVmi+iL+GWqZdyCmguCqgbyNHFNc4yojS2jBprKU+gXnJHw8BoJSOLTD2O7+ybHBvuCNEaY9K0ZKWc4twDhEsKhB/hn/XG+MY62pvvV8qJ+XbZ3DlfpltbZTJfKetrO2V1bV5W7jUtJ09Ny+rOdjkRzsqVC2Vte6tMwymxNi3zyXqZT+fl1KlwpoSzZNLhQDxLeGEqc9TJdGzxFuFMS0S0HCeudcuybljQg4xbrT0mbuWAEv40Nuo3jxbyQAbP/JZxymVochR4hNcNUjrAqLvwWUXm6VgRz/e0ZPGYWmYgl61Qn5AOlT3r6++PBay0tORDgc3NzS6qe9zAUxtcWdpvKoMr/ll6SQC9/G5cUXHKDGkCmXqAmCkZkTy4MipotPg8IVPxlDT2h+94qrL654Y3PwsGN99Lz+oY88VZmW7F1rLnyvzcuTIJC0Oe+vX1Mj1xtqzdcK7Mpqe6DXZWo6yVWZlEalooS8MIUwEAAOHXSURBVLvOikV6Tuw6O7lsLarwL+OUUWhF8bkuSIxWz8rL7korjX3ih0ybThQqQDQwVRfHlOPB59Ru0YcrGXre6djr1tg6DdKQZns8AsU0KaZ1ucLh5XuE3NNifX0W18GrPG6QQWF32YTe2irT+XxX2VukMAbNLcoPYzTeC+Nv990LXO80LxcvLtLP1G62K6K2ERld2ZqVtZXZ4n6X/hyK+CL6M1+fl+nF7TItF8vqxfNl9eydl3Yl0cG7UWDQ+/nzZXrqYtlZ3y4Rp10tC8N5Mp92Snc3XLOIAO0aQ+HYAc1pXe1CsM/LSozBXhpytGvR74VyHruPL1L4F06YednZuTRfxKdILxmvIN/hOGeGLcvg/CBN+JpA0YPzQRl3bINHGGicuWGrOaS6yZecnjX/aWzQuehleHoi57x4EHk0y8tw5ZCl5Pm7qu/yVMrL76mPpGmPvrAeGeBqF/nlAm9hGC5oareEvc0oyRu0bjfmX5z17DyERtLe+ufYJT9oH+HDlelama7Oy0bw/93Nxru+BY7Fw2YRyZ2X6WRStoM29naNXsieSzS32IV8Opl1q9unUV9ZKXEK16Jti/lxqc+L+bQYzwVfib4seNfCQA6+0hmTYRwGre7MO/5w8cSCr0hR96wB8V/n66Q1GnWka/+oHPHybA0s6/DsIuohHvl3mhNtaJxVNqOCpEXqQzKONMdqMoMygPNDbVY/GRCQobMZOsbWrEx3tsvqLJSFeHm1G5MT6tuFeVkvW2U62y6rO1sLvjufl/l02tHRejdPFjQbNKQxXjgHFjRyyYm1oP9L82vx/AIni0ELHWWRObJImZYsWjhK47qOirs0t1QeM840RjT6ucREeM94gs856ppOF5kO4ED+z+f513VdPVvTKTneDOSo3xnvJJ2L5x8LWGnG7Si4173uNWo35I985CPlOEG2RThTHJSCq+gln5GyTeHBqALvkXlwMnJiU+DIG68jH5gSyMifFDwJN9YtZh7lcZMDearpcWPZ2nFOXrzwbktAyeMXbVLqKiPfTA9UO12pCphOZ2VzY7ZILV2dl3MX52XnQilnbpyXE2W7TD/0sVL+6j1BcKXcdlvp8n92G3LiAX9VTjz0oZFDX8oN91k0pGvENJzsZe2mk2U7jpLYVUK2ZvLaLQRKtCMiWkwt5A6u9LhrTEQTfkwFIxKiIwl+pUFKORee9K48tkoHU0p8AFOZaeAKz2qTxl/AyK3ayjRgAssXqJ2KlFBgMN09ros2HI/E055CsbupkmiCio5vICTDTFFdeZKD5njUDiOLwk/UrZ1FT544WVZjACPyf+FCObWzU9YetFpWVk6XlZVp99zCON25lNYcxt7qvGzPJuXUyVAoQkmZduSnuvY2Jjk1K6dPz8qN3S7PsflZKSvndfhtEMBq2YgXTkbYI3I3AzERkvhQKR94dynvelcpt956KXIbrvoI5Zw7V04//K5SHvSgS9tBX1wp5fylidvpFNvbZSWUpkibO3lpLe3H37KbuxdK7PqknIzo42TWGbHz+XRv192F4jVbpFSHwhgpctsRrY4o1UKBCnwrLVn45jynyIixk/NHdOCKrcbXvfiKEnmkKNoav3lMmd5V9JTzkM4YpTZyTjOLQHUpWhUgBZW7/ioSorTQ+HDnXDcwOddcGZSDjfNFfQt6pDGgKPClo6Mu8QfRucpheiGVVwENaj0r+cOIjZRltdWNc/1151+Yixsbs7IRbe+MUO591rlhuguRMqyxeOhDtruNAc9fmHQGIfFFhwR5ys76pEym0zLR4J47VzbOny8bN+6UcnpSZidPLmrz3HGmZK3OyrnpZrn9jigz6g4ZtJhaXZbFBTuLZL5T1iJie+NmV/b53RTNMJxj3nQyVpsixeZT5xb9DUMk0qI7fnFyXk5HZLvMyuTiVplPtsuZG0+U0ycnnVxaX1/wI9GwxoaZLEqjVhq4dBfHEw0B/RWfFX3IgBafJW1ozOl04kc0rDER3xUPUAaC+qA1oKIxOq3Ii0STWhojeSjdRfWoPGUKiD8Ib5Tll8/nnbKxPi8nN+flhhM7ZfWjcW7c7aWcCw/Yyd2Q8Gx33caslNtjbUpM9N2QfBR4Yb1s3nBD2bz3pEweeEM3zrffPt2tL/SZWefEuOH0pT7ccsulcGbQmfYMCadIOB5jhYnk2gKPKx2v7ujxZJS5oKGNjRiYlcui5YGzeI/jok2nRC88XUM0xY3LOM8z57Wni2ssNbZaIkVnuuhO+mKADG43YukIpz+aQQLyIM+O9LLYB8oabuJ2LGClGbej4F/+y3+59z08T894xjPKd3zHd5T7xSKFYw40CD3t9LJIEICTUGXoN9MzaGywfE1mMd+94z5212xQkHBXU0/10ySmBzY+TDWSMaJ0I6WyMHWVEQ4xL66vlPAQs6RHnfgTo6MRozqVkhzrSCJVZ3N+rqxeOFvKbRfK5tl4+Xw5+d7by0oo/ZGuGWnwH/7wwsDVAsjILVKj45pyduITOTwXLpSVtZNlZWWjTELTWF0vK5NpWdmclrVpGAALofLABy6iBUxLzxwQTKtTinGABG42BqIVerARaNgTvFpXpTU5XFNHAUajNkvBZP1UTNQGng1H775oT7+Vnqg0XZYl77Bwou/a3VEOEx3zoDQgGTx6loqz6pQTQQYUdzFV/VJ+ND6kf6UGKrUyvgdep6G9hrGo3Koo6/xW54m/8cbpXnruyY1ZWV+5UDYuXizrZ893aY/bk7UyLZvlxIkbuvK466NSGIOOT5Sz5dTsfNn4yMUykfSWZSZNQGdH/NVflfK2t5Xy1rcujNr4HVZz3A86jgYJKdHpuBcfdVKL2TQInYatrVdDoQ8NsJTVc7d173Q4L9MynU/K/MSJsr29clmUs3McRN8jtXkr0p2jg2H8r5TZbJHxICeZds0WT2OkReUxK0R/tVY0lDeeA0sFXAo2lyxobBg5po1CJcYdaYo6BJD/uQOOa9I1B5iyp/kpGueu5OR5yjjZc3qcvnyHefWZc1dzjUcFwV7bOwIlWFx8ZEyzH1T2VQ/3Q9AcjTYLt+LrjBxzziuFU6Sm8jlmAVonr7LCIbQe6byT7Y6OFlM3knrjyKqVstI1ZlIm89liU6V57Ba+061H35ktngt64xEi7iju1jzHcT8SPESIHjp7dnfPKRizQoyY79pamWxPy8bONGKyZbK2VtbLvGxenJTViziIVrBrdU22L5bNTqQsCGq6st1F+2J+TcKZNV/pIn9rp6dlsrKQNavz7bI2v1A2zp4vq7ctsjL2vOUrJ8v6yqly+tSN5eLuEUhxWanJcrrQoSoeqnRu0gLnFrNZ3ICVM8MNHM5X6i7SARh1V72aW5yHMno1J7nrr2iMO0yLd0gGyFjVPNSuxlF/pLLf976X1ndHW+X45LxU+3WM0f3vv9iL4MbJbeWG2z5WVj/0wYVeobzoQL42G4hGxIQLni2FR4XtWuOTzXCor5QbbzhZNjami3T+G2ZlfXV74ViJzc66jIVS7n3yQkf3ZbZTVmOzwPmsrOys7GbexBaZ07K+OS0n1la6teAru1HdLm38xKxsTHbKpIsEB1++xDPJe+nMYkaIjF3qY+JVbtiSZ4iW5FygnsRgkO91QMeeniWNMuLqQQ9/l7xSqfUyzLOUZJ6JLFpnGrz4nKdOH1lYOXzjNjYO/u7v/u7y5je/ubz3ve8tP/MzP1O+7Mu+7DLb8IUvfGH59//+35fbbrutfN7nfV75/u///m7jYQZAv+mbvqn8l//yXzpd4ilPeUp3+s5prbMopfzxH/9x+YZv+Ibye7/3e+Xmm2/unn/e8553ZYzbpz/96Zf9jsqiUQ972MPK9QC/+qu/2iH0d37nd7q1vxFlfsADHtCdxRu7On/+53/+gcp3j5OnSgy95wasJhjPIKO3yRV8ptsoiqF7Ks8ZgiDzrPIj5Y1KGD2qNG5rRjw3C2JdahPXr9JQJuOltzg8qGsXd8ra1oUyD40ljNJzd5VJKOaK1N6G7yG91CBxtqgklAUtHtrV2KcnJ2VlPZT1tW59zM5aHBI3KZOVaRedivNBg8lRaaLRRW+hmLOvz/V1sZ4GJhtHzgri08dXgsjTwvjRNZbjXlbRD/HvhrHA05ICND4UesKLt4djv6svpgKHNOAROj1HZ4BozR0H7Ktfc+/uZQMTgFB5GKCxrvbErjHQOZWms7Kxs12mFy+UycVFOC7O0Vxdn3Ze/nhGurGUtYVhOC8bW9tlbet8p/hOYtdjplKoboXlIoIczpqI1Mpxo7XkXOCodA2G5zWgnLzoZ2y83Cld83lZ3z7fGRiRvjbdCkJbX6RxAvZoJiIIF7c6wzgiYqur091xXShYclAwikQap+PDacQNMdKuhkc0wGiCK+VMq9Nc0fzyrJuMNlQnUcZ54LzM+acUcWYVUBmn0ZAt+3CggkcHDtsnhZK4siG8zJFKA1p1aA5TDnDeMVXTFV7hnePF9hM/XfR7ddaleK7MFutVO7xEUm+EpiI/OMYjUn614fEkNl3bKdMIf0YUcHeaUI7SGSF8bO2gY3pYTCMyGcKIiBx8R47ObxEfiHW0Za1LaZ6U7bK2HWnLMd/s/JJdxIfBMi2x7KCLP0fzy3QShspOWZlNur6GfClrk7Id9Ufqfxi+Oztl9UIsRbhQJhEBjHacP18msbwmHCCn18rJzVk5d34x73wdomcayKgVnfsc1D3yY5ZHp6Yi9UyBFq71W+NPvisaYLSNMobyMpvbdD5RF5KjXOxQ78molwNVzkuX0dpHQW2i87TLRDoxLxsXtsvk3K7XKAxY3wxDDQi+HM8wVA5LfHL2rrK6sd7t4bC6HstdJotU5dj9fhaDEI8uyj25trVIpQ8Z06U6Rx1BM0FJq2UWPHceqfWLlIc43iqS4SN7Zi3Gbb5TJkFjk9U9HsU5rL7KuBdOmCkjP6umDrM6XIZ60IZ6A98R0PHlok/XWecYnZq8hvySGV/UH9hG0aVkCOeB8HUsYPXwN5S66667yv/yv/wv5au/+qvLk5/85Lvdf/nLX17+9b/+1+WHfuiHyid8wieU/+v/+r/KE5/4xPLnf/7n3dLVgKc97WmdYRw229bWVvnH//gfdzbaj//4j3f3b7/99vJFX/RF5QlPeEL5t//235Y/+ZM/6eq76aabuudGd78ccVAU+Qd+4Af2rp3YdSvH5lfxCaQ961nPKt/7vd97yHVfYvh9yop7Tn0TDk14935nSmGA3qMgyQycvrY4sO2eysHnqUjwo+f2MrV62uFpIOk7Ufd8u8y7Ci6U+Vaka54vs9ggJNYdKrdUuaiK3FLySbvUCefr62XS7SgSFuriuIh5KFZxQm5s4LGrWYWiv7AlFp5V6UZUcjU2CwZ9ab1l1ZCCoB7Cf4A7QYZoy+/rPacLOmj4LBVVvafxzFJ/MqPR6ZN97ht/lkWazkC0x8wHh6xN3JFxV38sJ/ee392S8sKFMrlwrkzXTpa1tc1ut9Lu/cBHLIbb2SlzWbHTIIj1sr52sfPMLxTHS0eHdOsIu8JnZb61XeZh2G7H2qzkDBsZrArBKO8/aFq5rSGBFZ7T9pCyJmUwBzK0RoA57nsEtxjU+ZZy21fKfBLehJUyj41TVnZDhLvHIHU00D2HFMzYlnl3M51IyaaXnQ4u0h2joUxLFg90jz6BtOYGsNPNGKWI8yUrlzTD76TNrK2a14yGsk2MYlHRr9E5nxN+GO1SEgB176wMXwPs0Q9GZbJyeM0V3OwZlXvJ6No9rmp3DnXzqNv0bHeN4gJ73bVQ5glhLEaEczZZRHcXPJlrdS/hQPN6MxIiViO6dfmhrF3WRDc3IlxuTMiFWjfYoWnvlLIR9ze6ds4vzMt8MlukPAshGuRdAdElV0+Cb+xc6q9OJoo009jMKozfydplOJnvLLba7vaQ0BbTZbWsbIQzNnjMKrKEFqnSBBoHdDoy24qOHo6jzwfOC58jTG2m7yArK6MPd2j5nK3Nx0vlLuiJRg3ZoDtM6UxazM0Fj2Yb2KaONi9sdXy+oxmlSznilG6i0CU9Vru5wCurp8ra+naZT1YX4zUJet/pNv3b7dkuvews+HDZLislPFiLTJuyEw2O9eOrZRrnHoZhHN73lTlKWHzCuTJZ3e4iYeqjlkpk8pgGYTavfUzZdWar9fFtvu+016fPkE4C3JHSp1eRXrNhy+rr42VHGeaXduDofWYZeNKTntR90rLm8y7D9wUveEH5O3/n73TXfviHf7jc//73L//5P//n8g/+wT8o/+N//I/yy7/8y11E9jM+4zO6Z77v+76vfMmXfEn5nu/5nvLABz6w/NiP/Vi5ePFi+X/+n/+nrK+vl0c/+tHlD//wDzv77R5l3L7mNa/ZM2y/4iu+orzkJS/ZC4G/5S1vKf/0n/7T8rM/+7PlFa94RXnc4x5XvvzLv7y3vFe+8pXdZ2d3BruXyNehyjskz78mJRU2CgJ+OIE1IRldZUSEnlYZVYpYSN/OIqvOAJQ9w5RXeWglKOJZ7jobIObELC4dvaKjCIQX/s0USI8EMhVKazlPn56XtbMXSrnjo6V84ANlI1KAIkIb56584AOLyFZ8jyhXRG+1wCw8qkrxVAcjbynS5yPv6M47y/oDHrDIX4pUzzgeKGaBUsnC6J2Ucr+Td5ad+ST8qGVnJ7YNCYER3vndzSMmK2Vnul7uOre2dwQIowrxW+s+GVmn0UncMBIT13w3S5UtY4DrqTxKxvH2cZUepjYqxZFLyDwSynVJi3U+l++wyYCi2s/0OPVd74re1K94XmnOnqqtNErNF63hkSHBCAXpjnQmHGku7n02NspKVKxUs4hqXrxQ1icXyubGubKzMemODFm7GM6UuxaR1aCtiLacOFFuWFstO/c5021AE0QjEgxy63YhXj1bVj90eym3f+RSLp+QyfBFGLFBx5Fu/xd/Ucqf/dki7V5RW+XOMpdXhq+M2kCsBiKe1WDsurFD2Z/sMq2TW7tbg0+C8BeL3LZW18rF84vUTxXRfQKPu+79mA+xjc7i7MaFYRtjGNOIBhcjawTxOwbTRMvMEGUkQam8SiuPKc1jncR7tXZdATilr9KwptHJtX+cs+RxjHAxMhC/Rcs6nkoKdtSp+aH1bspG4Npx0rd4rR+hJr6rdGTNXxm68d5ZCzIJp8wcyTKGuCaWO5gzEq/2codxJsXID5OlOWt32NXVnY6nrk12ykrgd2vXY9K9EAielu1pxEZXurWFlxTpSbnhzEqZT8MBs9hV/Fy3VvXSuEbfFY2L/i8Caetl5+bYLf9MOXFTpBFH1gQWd3fGAXboi47EIF0qoLse7G1D+dpaFyKGRQazW1YYpJuzWdmkd5A5vJNJ2ZCyoHx6TZqoV/INkcCIc2zedLqcOj0v6xs75fwNIYsubW6lKsRvFa105zPnleiCkVrqFZ6SrGUjmk8ab9Uv2hJrEy8WzcvPpuwnd4jzKCfNIzpiuqj/7nzr2OBkVmY783LyxKScPhXLl1bCZ1hms1l37+T6xXLDia2ysRpGZClbG6vl3MmNcudNG+WDH1xkm+xusbCXjh+0GurBzWculLV3faSU9/3VQn/Y5fWXLbCXII4CGNnV+Uu7wjQi8mc63rxTLqyfLJO11TimfMGDd3ZKuBG7nbZjf4+V2DAwDOndtGcxK9Fcp6zthqc3Nspsc62c202xjb5vh8NnMik78+Dnk8uWqmndcTRR66WV9S7dQDtPe1BDstaX+XD6kN+Q37uzkXpvJgtcN5ZBq9R7ynfSMrNDpEcy44XtFP+U7qKxl5rIHaCPA8xGnN07dH8ZiEDi+973vi7iKrjxxhvLZ3/2Z5c3vvGNnXEbfyMCK8M2IJ4Pp0xk3YZ9Fs/8b//b/9YZtoKI/r7sZS8rH/3oR7v9n+4Rxm14BnQc0X/8j/+xrMJj+4hHPKL85E/+ZHnkIx9Z3v72t5ef+ImfGDRuI887PhEaj4EJkDxjSgsnD6MPHpXKvF4+sSUPNak1OS8LugAYQVRaiQRB5nHjX77LNCQyOzIY97IxyCS5Tc+a6qFT3NNP5CCQwdULsmhCkChK6xYMXXfSBKU1x3vi0MHBdIaI8pcEGoDdOle6Haeic6tlJXYDCeM2VPsLW2UlIsrT1TJZnZaVldUucuuMNzvrj84HGZnqijtMnElnaBHDJuN345aOFfe4ZvTKZ4lmpvzQS8q+uneW6y6Z7kanBiO1XAdERV3GrEf/PFLOecV0PbXBgzXdzh50/csCjvTF1YtdKu/KLNbS2XlgmgCdFrm1uwvqpQ2bFv2M90AMQo6Hmh2BrEsdzPL1aLlpsiqawPxDdZa7ImmhLJiIogueXRJrvBbpmLGxyaRszRYRJI0/eYnGk83PnAqqh3PD7wvI55iOTOefaMHT6FkvnUoaaqbXkn1w7azTPaNA7LeGRnxN+rDwyPo0hAyuO48QOTgtU1mToeGOAX7oQPNrXDPJKA5xybRsOr0ov2jI0DiKebEWkc6IVsXRVPQy7c6FWRi3s9WytbVSZvOVMp9FynKXPtOdLdqZADvhcFnwWNYpPGjcNA0iBXRyYr2sbpzqjujZO+hUjEcMQZahCEVEyUOeVaF2veEaHjJZDRJTYOKjxeSqR4shuYGGCwF5dtThra2ytrYee6JfJkN8PMV71DSyGLECjR/lf22sKaM0L5hx4UZoJms8yq57st8orzjn1Qc697v0//m8zGKN6WTarcc+sTNfHOkdfYv08dl22ZxcLOtbW130fDJdLysbK2W2utGJ/DBs6XDl/O1kPjspelAn2TgtVBVf13tyWCjzZm2trIaaMQvmtZZbeaI58W8JdilKGthdT0Q42mM+dLQ/WymT2VqXaR+pzJlDkbqgxlwkRh2Q79DoJH9kGW7ciq8yOkwj19fXctqwLNWlcaKxS9kkv64HgTzzgCLSUcrUZT57TzNub4+JAYgzweOzDIRhGxCRWkL81r346/s0hc1273vf+7JnIqXZy9C9Qzdun/3sZ1/2O8LG3/Vd37VnAAoOO/V3CCJ3OyDywGnYCtbW1sqnfdqndcbtnUpd3ScMGmI9RwdpwpKnkYnomuohc3EGpWcoOLJ0HpY5dN1Teob6yOgKr7EdbsAPlXd5X0PJWbw0YYUuDb3B1JZ1j4dP6rPLxVTH3RDTCa3gekr86QrfbWyUHfdj85PupS5VjOOYeSSpYLjzoQ8/NZypu1ReXalw3AbUHDFsi9Pf2PaMAQmTMSlDdBbQsHXFzhV4go/FnnCMRMjdxuw1YQ8xgcjFQHXroRwhuwV1a+06AbnIX77M+71LX3s7s3JiE0jD2QRkKJsDL82emj61BU5KhtV3U4iI6MV803UaEpESqkTlS+OyG35bim9wLF3Hq42/A+vw+vroSOB10jBwZ8kQ1NpHo2HoXceDDAfOQ9K53tV1TwX3NpEd6nnabH196bvXJ7sCFvP78hfTKrqLC3qLY6a61SiXEuP1r6PLjMfSLox+dRHGcJrEvj7doK4tlrZkg4pre/ObXgWGrzyHU9qy5hs9jUI8vXQEbnRRmwjBOy5jzosjYGKpjPDlMp9+XtrtPd2+7HdNFFIuu9FDcCdVBm7XuWzqh90zicPoXZmVWWwEGcepTSexV1cnnrs11fFlNw1gshI7xs86Z+MlR9zdEbNHV6I9Nk55/TJedZ+pEPxNw7j7Hn8XFqXKZ3e7caacIGJliUpX2UPUYj50Bm2gpHtfetOleZL1kdDH6zgl6FRx3VYfOiVq5VMHJi24ePW6snaxT+TdY/l3DSfL6mLHwbh9UJy8AIhNoV70oheVowyjjds/+IM/uOz3537u53YGI2HMUUGHDbGhVaQf/9Ef/VHZ3t6+m4EbC5YjXzuAofCxIF4jL6I8P5SD9CRJFjKN1xUe8UJ6RTlJFXjxSByVHjEARgLoQXMhIs+cdg+kgzLuKwOGu+zF+zykmwZGOCYZeQtgcIp6ABmhp7hIT+AumN1y2rsm5YaNjTKVK46dU8Q17ikaGymc8pJrXWJcC9CZNOK80ejdnMKt2bycP7dAdJwZ2gmfbufL2NyhlGkIpvC67oV2dvOBdla6Nbrbm9OytbWxp8dENcpwi+qjGbQrNG7su1K8JUDk0WZqePwOvKhr2VEjxLFo1SOW8Ywcy0ppVOqkxkRtIP0x4q9IlGjL7Sr1j5uABLBdHFaPCihFVPSgtYbCiQtC0ZQFO/b6ouFXvYG7cFTecHqjnLrppsUGHnFRjY9ICSe759iqw1tbZefs2TI/dapboytPuKJqG120P1mspDJEDMqPCzqOrVAjZV6DHPcj04DnaulsB4ULRWD0OIkQtPCKIZ1IYZuslIvzlbId627Pz8uFi/Pu2JWgh2imUk+3Y9fYjejJIv0t1hVHcUqIiOKCZ+hIGtEzNwfROEf1MZ6cBxpXRSGZ2iyewgwC8iamzDEFkutRfSdP8SemG+ukMGagcI0iaZ/9UcBF12WzaCdhlaPscfFK4iDKEZ2LV9D41DPi35wH2jlZWbVK03WjVW3VPfEF4U08n3ad5Bh3fVd5WsbAI89UHnfb38NVPNttnTDt0t5DGe+KDItkutKtqT1/fuWyYFjoEu99//oezoQnba+gFQK7J2N172ka3fvD03LHLae7HXDPnLpQVlc3ykrs0rwdGwbGJlErZXU6K9PJSlmNLB0ZrwGKuMmQ0bbPysvmWgoRhuYVEagBlGOVCIqBinxInXtDJUGDcvJkma2tlYtbs7Jz+/kyO71etlemZTZb3ZMzHFtNdyVo6B5lLceEhiv1FaUhiw7jOdE5z0YVbXNe6K/rNJqHKoftle+ZmRhCp2dNxNrUjXK+rM5280bjDFhaM10DdyeDlpoEjs9slxNnJmXnfjd0/Ev4YBs7utvaWRzNpoqZhqJJyoPtOUk1ITVJxCTvvLNMI9J0E7a7nsZqckDoG5qAiuBqMKQUbG6W7fX1cuH8VrmwdbGcO7e5mxW90mUnuN5Q433MhvJN6egw8wgp9VNuMEbj0/VRJktIVlBPYfIEdWnSpxvL7pjXs0yv5/BwatE0YAaK9A2VreVF9yTj9t3vfnc5E/rHLiwbtQ245ZZbur+xoW9s5iuI3xFg1DMfiGWFgLDbYgdlvR9/4x2CfuuZQzVuX//615frEWIzqV/6pV8qb33rW8tTn/rU8tKXvrRLUQ4Io/fbvu3bOiP8r/21v9ZtKrUscIKQn1GOMaKk78zbl0KhiU3FxtM6mKrDNDhNXGcSKl/10pvmwo0KJxU2piSNjb7I+CFv13UpTFmKoIDpjEyL24ugxKYIFPahtUSWgM5dCUESGjUNW220E5qPdjNUSpoq0gKeKOfMmTI/daZsXVwr8631MlsJCR/ImZS51igKuUKeDVbE/BS1Ux+pWEthowDxdE0G4AIo1MmAL8uGTTbzosFHgaPfpI/MqITt09UtI0Wn1lAH1PNMQxNtitY0ljIitHxIAoh6IOeC8CZfBY8aodBVezU/Re80tOUokh4p5btbWxhnYu7s0pYvOlNHtahPH53hEs+E0nLDjWV7Z7NTmi5XArqtQi4hQkqxzoHRAGtAuLg0aDrOwlosWry0/Wf8ju9CugaAqdWajGqIrDgtUI3Pve9ddlY3ys5srTvSaGu2UbZ31u52ZqTmZPQjjIGt3aNYNNfVBPETGcSMoqtJdNKpicxmYZCKvDBLzycd0K6ogWhf805oY3RAf51f6jnNRSlvVJ6kUOo98jgtr2ZgL4tcse/0edCQ9/5zrjMCIn3YnZ7Cg8iCfSWe5MDi+Gpa0MFF2cg1u5f2cAjnySKdPZwo2/NZubi1OIczHCWRObFdFinJMl7VhyhT/ibVJTtRfkutNZZiKjsx6pfzLrKS18tamUYEN44c6gzaUmarcchPKSubk7IihxENJWqFRLIIl7mZAg20M2ISYAAP79ZgRlk6B0dz/qZ7le3pqbKzcbJszzbL9s4iLZl0oyppLDhdkeY4B+lo1TukC9ER099pKKnZmvOaHz43fb4y+4YskHQvNEiXWFublY3pdpnGmm0qWkwTl14gS1wN6MZkZ5Emvzbp0K428Hiu9eDZEtBabK73xaM1hvJm6ZqYBAVbPENhHbDLq+N4n6DHiMDOz5zpdsfeYy5SGuJ7EPPuAvb5idNle3u9nD+/Ue66a7LnZIoq/PzhjCQpq/Ue5a7GlPREUSKHhGQD66JBywBOZvRm04r1esaLyxLVS/5Dp40bwA4aLu6O7A7U4wDbSdJI9kxAGLY0bvcDkUocxufrXve6PWM20p1jLW3YaQFxek0cERRHCT32sY/trv36r/96t2Y+1ubqmW//9m/vApOReRsQOyvHMtOxKcnHYs3tl37pl3abRcXGUT/1Uz/VfbRb8rlz57rFy4HY7/zO7+wdvAsXLnQfgeegC1xuucHru7mKqVDOcZJnSiA9T2Q6+i2Z6vWrDDd8ed374tcCKOP5nYyFnmF6ARl1kBFDRZIKIlMB794muNu4Z7u4qv7qGe0eK+mqHZ6oQbPD0thWpmVnFusNJ2W6rsbEhlG79VNZSWAF52wKNzWFQ/cDmLbI8RMOiHMyaldgWDaZO2nO9SynHVe43fNJJ4bKVvlOwxI2jKgpgMj1inqPSrQ7ijifqFuy7cSl5grv0SjiOC0agMWXdO+SjhiWUIGykjuFJNIeL7Vpz6Md9ccxJkzX4C5GDANyMal2uQjNXPe024Xe5WRUu30CueXJsE1sSlLWurS+iATNd1a6yJobl1I4FvSwktIMHSJUrnjNeYjuO53VlBF2N6PnPvCpy/f8XbbVeRQdg162t4c4ETjPpkHhc9PlBdvp9bn8qeHD5YzzmwzHel4BpKAFGessQ9PF17Dt9jwSarvdkWNTqItRTlfWpGzHrr9l4TBxR11AsHRNQ0VXuFEfMzvivpIUlJnSKf8b07KyGim+kcE5LdNYoxiprPPYKX+Rtnw3z2qGPBeqmTD3QdJ3MlASBKO2ZJbxd3eXr/ksDKHVbu07x5lF12iC9OYyxeWRvisbgvLa5YWarLrlV6PxJN2AciJgyAklehN6uFlQl1FFQaEGiOkqPYHet93GBAXSYFa7+H1vovvunVGGp6mJWXiKCjtDQeaWXpx7rPe0OJ9nG8mJQtmwslpm88WmYnT6yoGr/XcyPkqSZWSduoRH9DP5ThojPWXTwPn/mODJGOjjXX3Pe5ZBxmf7ZNBRg9kV2FAqlnZGIJGbSEVmbKyZffCDH1ye+cxndrZWbOqro4BiB2SdhfvJn/zJ5Yu/+IvL133d13XH/IQB+43f+I3dZlPxXMA//If/sLz4xS8uX/M1X9PZdX/6p3/anYMbdt4ysDp2ve0/+2f/rJziBjw98PznP78897nP7Tp8NSAQGsiMs5Ai5B1GLdcGx4B87GMf621PRHwDoQ7BK+VUC3DnLlNumHZDD6fkljv6XP7ptwSMR+jiGTl3A3xCumeVxM2Iqxi8Pkodob7tDMnTOPiRTBHDlGxWkIsbCNFGoJDkjsPhV4gz3NbvvVrWd92q01D2xXGFAEVrmasbuWqx8yyt7qggrkdqQ+cRv2lx0vsdd5TJfW4uO5NZOXduoeBHylw4cHcmcTLhLkhAeTjk7NmyMo1jYG4oKyvTy4xL7hEhWcsxoaPXjTzhU8EEVa9dDT2yqaiQ8JplTclOEn2pXVl6UoCnxmvcNR/oMJduQaWGRm7mjKGnlRFppR4qBdvxR4EsZZjGCOeF2iZ8axdJRX42N1fKyqlJWZP7Vi/rBWp4AQpnc/KX7W7jksV6wOleRtlHPjopK/ddKad2o7SxtrdTzKSFz+dlR4M/nZaVG24ok12a3EPyRz6yuK+ws8JbPJ6CGmW0U9vqCtG7hni3+/vuOzuxSdbmtGyfn5TzJaJp83L+fMyB6R5NSb+KqniusWhb8500J/TRoUUHFhVz8SqiUjRIR4Z0faXn0yhUJgH32VJ7+Fvf1S/SpYbA2yvQ8zQ6GQ2jDFBAnuWoHkZe6fwkLsS7s2wP4Z/160MdmvOec0wgEtS+Y8SD5j35VICio+wnx4F9IM9ZkFys2Z6X7XkYtvNy155xOt81RGedsr6zs3I350pkr6ldlDPxvpZ9cDWKRENcU2bqnTdPOna/uRkOy0BuPLOyu/ltZAfNF1Gzzc2ysivo95ZXRUM0n+i5EdJoHZHYMg+QEBKNUgqLELmy0q0P7lDZEXwI49Uym047w/ZizNELs136nd7NZnanhusE1C2ctsmXVU7gV7Jb/JN0xowbGgpZudykMtNXNPeEOvFoRnT3HIaxnCIM1V3h2B3VI9Akkz6gxu5GcKcrK2X1Puvl9OkTe3xOcze+h85x5v5rZW13B/1JNIJpUhTcZHRqoDO4+M5jLHaRv7OrDAXdaci2Y+1wHFO4eWKhgHASMMy6PivbJfj0rJw9u0jlZyaGlpWRDoRXNSeAcl98nLyY/Ih8JtMfycMo1z2wQX3SHRzuN6Jc5zPuKBVf0BQVnXjKtDvjWCcdReKv98S05LHwpje9qTz+8Y+/215MT3/607uTa573vOd1Z+HGkT0Rof0bf+NvdEf/6IzbgDjqJwzaL/zCL+z0oqc85Snd2biC2MfpV37lV7qNfSO6e9/73rf83//3/73UMUCjjduwmsNgHWvcxlE6YZlfDeP27Nmz3SHAsRNyrKn90R/90fLpn/7pe+uE/8//8/8sP/IjP9KlLke4/FM/9VPTcqJ/3DQrIrexyFqeYAXxuP6EaR367WtuXcniZCffYvqA7uk7J6WUHxlBSr+Kv2qPvxPAjBkyLK7rZORV/eE6T32kYPgeTWIQouNMwYxnPMWPwbKABUMK5r1eZquny/p952UayoAautuZbqOQi9GQi4tzb+NIoDgeKCL0Ee2Kd8JAiI5ENCzWAcTC+Y//+MX3BzygnCunysWLkszRgF3ueeLkomwKNRkY4rSbm2Vy4mSZfWyxXkxrwaIZvh6MCkSA0r3UXxqgsqFEKzomhCdWxDjQkSLacmVVQD1L57yKbrh2lxE16gxc46V0ZQY76KAWrakMKizyOYhmZMiqL4zO0OimfknaptOFTn0XxFTu5GSaxkYkqyfL9qnVblOP2XYcRzIp2/P1Mo+15vPtMtmZRlJuWVnf6M4tnJy4qcSeLlsr6+XC9GQ5/5ET5aMfXdkbj2iLIlyxLioOk9q86T5lRenEQZO7iJvFbrGxW9P2zmKNb5w1GwXEs7FgMAiItCfE8lymKE87r2oARDxaxxupPKdOlflqRGtXyodW7lPOfmytS22j/sYoWIDm/17gAJ5uRs6o72vdq5qsZWjiKRonz0jJUp193Olg0fI3euKlGIl+aGzpfY2P9GBFPhjRkKFEJ5/4LZUlzVftE6D2cAUD9WKuhaNSxWu6Ll4sHqF0YeGfTlXOPfWVckB8x4174lP8iEaM5q5IlmRGZy/5jTJ8lSocKcehhEfZQc7BH4OHeYBNbaFyG6exqFwq3NrXIMriUdABWioWUyjura9HdsIJbjbb9Wc+j13uS5lvxtm107IayRG3zBfHXkWOqhie8rF5HpQKYmhRk0PMkpagOhvICkYYy2t0BomY14037q1NPj/fKOcnm+Xs7afKHXdML5s3mZJO3kca414F5JcZzdF/G93VOlg6tEVTNE7oVKW9p3uc53SqMhhKXYcBUQYVYn+/reAzsWY6jE96iwkiVHlyo5AzZ8r0Pvcp0ziSZ7Kyt32BnEYxDDEk4c6enbmxO1ane0gCneflaWyFKNGEI1PPaBlUVHDzzeXs6g3l7NmNcvb8WtlanCFX3vXB02U6Wy9r842yXjbLxskbytqprW6jrEmkMK9vlItrp8qdt2+WO+6YdCdGyYYXiYof0eHh6cXxl8fzkn/T2HO+xXHmels6xNUOZlBpWnS7XCOK7zTpAROVr3o984dAuu+WIcDp7ryf8oRBFtG1npPMOuowryccXvbMMvAFX/AFd9+EFRD6y3d8x3d0nxqEXfjjP/7jvfWEnfYbv/Eb5SAwyriNzjz84Q8fvWFUWO5XCyJCHIZt5GMHMugh+Jt/8292noPI//6Lv/iLzhNQQ1ht62s6YCkQXLHgM+6Z52TldZbtmStiHpqMWjoqhUVylJ42KV+uHNKZTG8uBaEMZip6FI5kSuojFVyVxTQiRgZoI1JIi6RIWlKEL2yvdFv5r4ViHglsVvg88tvms8VRLSGEZDnJ4pf2Gg3UZiCem4QdbsmoFylrOLdIA6nGyiqPtLvd3QndA07auDyacXevJJkuFUwqtx4dcUVUY0cj0IUJx5L3+IzKoSHga2b0vAxH9lP05jgV/XMuMWLrxq36SuHmmWE+lzRv+J4HUC7z6samNpPVboObMGy7eRF/Z5MymU/LNPDZ7VS6UqYRnV9ZnPd6cXutnD+/Ws7ubrCkPghPC6N9UtY2Vxd8RWkAmhAd/a2WndlKWVndLmXzRJkoq0Ad0WJnRo5FJFoTpo1phFzmFcb13fW685OnushH7K55/nxELuLv3Z10jCCK73DJgaceuhde48KMD4G6wYxCKs6kUemLcu541FbvuZPFeanPMxrT4kvcD0FtER1rLjj/FD1RBiiSzE1NahEQ1cFyPYLBcl3RpDFIlkSgAU0lh3yKvJxZNCI7KX7BUulHUVvJ26XPcxwlH+RQE2vW/GY/OT4BysxXf9VeZnRQ/ui5aGPYJdqHTQ4tLXElvXT0uTItm9O1sh4vSNvXgmd6XjVvmfLkay3EBLg7luasjFsuKt1FWGyqtbMVrrBSLmytlbMX1stdFyd7jgDiwGmasoUGDWWD8Kj7mXNEeCePdsclebnzYeobvE5HPucC9RKnffXnUl9jd4vAdWz8uLrQBUhwYvgusyXzQ1+Yx/4Yl+hBLHZvj6ioY23XaUihrfHlxmCqRx4ACvWMKUb9GxtlZ2etnL8w7RyLwvcdt6+UaZmWtelqORX1b8TRbGsL+zzOUp9ulIsXY2365XoBeRX5H41cAXkR543mofNm8mcGZahT0KmsNtBJIhnimSz6Sz5IQ8xltNMa9UihWw4xOd5IV+RjpE/d935lw3cUYXYFIrdHCUYZt69+9auXLtjPOroScMcdd5R/9+/+Xfc9DFcatoJYfxsh8G/+5m8u//2///cubdnPWeoDMdkATVzfYIHeLjIFgYSKK3p81r0sqtMNH/FRMRJXrtwYUF0BjD4zWsOD07W7bSaMqJhRERZOyGi1QStTCzMmqT5SyZOydT4M+jgHMc60i/PdqN11SkUIsVg7tbsZR2g9pyK6tpvyJcklpFB72tkp8/i+Ju55aUOgjmnbdv2XIRLEsUguunQ8Q6b0Uhl2oy9AzDq6IYVdURsq9DRCSDssn8Yx08GchqnMuJeWBrIbtkwv4tl4FFSizUxQsg2edu+/pfzuKaEj1tZwXqqdXjYNuk4Qr8Yu2fPOwN3u6G/ebXgT6/TWunGZdKpV59ybxMY4K50Suihzvlv+4txB4UDK/InYZGm6WtZWti7R7+5kFOV0h1dE2rLCZAo7aYJSyWJ4XoTC0JksQ/eg7Dpyor7trWjzfG/tls9z8hHOVW5aQicLldox/k8q4P6ho0ltCFC6N41O0ZJQ4VO8RiO0/zk3VJ7mI98Ratl2GhuiMz9nlHOVfM6Neadr0bJf84hYpgCOAefhdAQxk0jzj04nOmtVFmUgjRMq5Jzn3J3UeZnKVuo0xzWTtypXIONXO0lrzbDKoT0ac3olRMR0UnZW1xZzUE4lERc9NZ4bSY1dmjePGOD72QSBBygcqmHkdosdtpi+fWmzQvJ50rg7iogfPa8yfLycZ1Lh5xwhDvVXKFDZjhrNJac3lwWkDV1jFLDrQ8jlEPlhKKqijPgz5ad77pKs98c62os2T6ZlrnVUogVGASJtnZO+j+FhQLoss52djtcH741xVdPPxk7+MfeCJrvlK/F3XqZxRnQ4PeYhj4JfL96NrDZ3XlCvyqKcnI/86JrA+fEe7u1cb88iEe+gseptqOmlGdqcXzpPJpAumQngPFLTkXoe5QX1rOMA20tsKHWPNW4jn/p6hIjGxjbSAbEbcg1iPS4XQC9j3GpHeU1iV46p4NUUDQltKY2eZucMnw5AKU00IhkZ4NnfLD/ju/Fb61plcMuT7tuoU6jJ08c0Vv1V9FYMgfhwpYU6N2UDGbPwG3WV2PTm9FopZ06XnfVzZfX0dlmNUNp0tczX4jDzxfqolflWWYk1ODffXCYf/vAi+nWf+yxSjyMtWSGA8MzvpiOX+92vXDxxulw4H0bJYudBKpznLm6Ui7ET8upKmU5iI4tJmayGAbJe5juzEltUbM1Xy7mPTctHPjLpqomlvpEVHWlD8ZHXPfNKu8c6midbXOMd4xFNp9Hmy4BYruiF+I/fTIMUfplaz3bxXfdm6l1u9BngkWIqLEp5FE3pGulIeHIjlAFyRqUpyERzVO44l+jMkbLLk6Jio6SIyioiFNdF75PJaplOV8v6+sZeBqL6p2OUuMRLgiLat0hJn5SL9z1Vtu5dysnV9bK2urOb/TIp851IS1stFy7E742ysbZZZusbZXLmpjI5cUuZ3vhxZfXi2bK2c3FBf535vVK2Z7OyM5uWrcm0bK2dLLONE2VnEhM3mPlO2ZhfLEG5HR1sbpStE6fK9vqZcr5slu3dTaE+9JHVvXbLKSV+kymh0t+1qTQ3LhGduCEsRYJectEvaZjGjytmKoO7pvIjfiWlS/oo6ZDGFmk56tWx5+q/aC2AyR006Bn5UJs9iKdsRR6D5XKARq8bgO7QZKBQ9E96F99XHzxy5w4xKnmiexkSMjwD4lr4CINtCv+ah9w7IkBpgR4VEa+Jeae0ZB6Rxr5w/sa77373JWWaPE6Zv0rO4ZpbBe2Y8hrPaA+ICMqpjzFOi89mOX9ys5w+tV3KiY0yWYk0/khbmpdJ0HCkh3bOrXmZx3E8k91NCGM+bk3LfLZadlZiR+ZSVnYulrW1C2VlbbushJSYzMvqznZZncT+uIHUlTKPNfBrG2V7ula2d1bLVsznWfCClb0jjkKMafm9+LhwwLG+fCnPJVpzRyozEMQPmZ7qUUBGNGm0aI5nS19Is565QdlOecdlTdoJW0FSpo7G82trwYtXy8nNOKYvsmI2ynS2XabzWfe3bO50DrtwUMZyj8iwmcVSjJX1Mju72UXC47izbvnqLi2LThZyIfj8RlkrEV0/WSanbyormxfK6pkLZX3nfFmfnS8ryquX95jK2p5X/vyl+7Es5JZbys7N9yt3Tm4sH/jwRreWPMZYNPuOd0zK2tp6OXEi1gRfyjhQcD+K5jIiyh3NU1Xv+BZ/4JImlcWxZ8SXjgyNIdtCJySdUdoLS/fk/OaydMoM/iV/qjmy6cuIZ7kfh+uTlCF8X0dlCW/OL+Me9pU90jBrkdujC6GUCt71rndVn+OZSTdEGt8SQCZLRcK97wGaWBJGmWLjkQBXRBghi3vc5NQVeyoFbmRTIKo8OB8vy7DV88qo0nXd49pH96ax33RUu3Hthr8zHbUhQOmIEj5d8HU6LZvBmHbPDp2FUSa8hIG7Mi2rsVGDzr2VRRcFKU1eO9Hupih32/En6X8Bkba5tjIpK5P1Mp0u9vuM9TrdWfEr4T0tZWtnsdaW500y7Y7rytRHet/5l/dJM2LAHhkhXgnZGEmIeJTEGZsrTjTW+OHY0HNMED4VgaZX1fEl5caVcTo+2Df3APs8cM8vHTR0BkmplwNAe5LR6JdRKzqUwi4j2VN7JZw1d6WkzE9My8ZaJNZFo6ZlFkoYArMR+Z1HGv72elmZzct0/XTZiJ2Ypztlfbrw4EcK9fZsvlhmHsrwPM7B3OiOU4kNSjbWthdRh9XNbk+acAJtTTbL+a2Vci7Kx3pZtZXe/8zQ0j0uidB4k4ac17mzhM4u1u1rRjO65nnJbJcCZDJstU6PacYeSWA9Ph9kSDHjkI4V1SkaFo3IISVaibKUtSLa9fnv0TPyWM4ppv2THzh9O+5ULseUvIObwZD/cImKDAA6Oy45fi7NHaU2MlVQZao8LVuU7q/1ghwnPa9rmp9KOfbIMvkbZbGnQjNriBEo8hS1eRpHg21vdnM0boQ4DK7ficXJ7vFFu2vzL27HUUerZasL+e2O13Ra1stGWQ+naFybzsr66k6Zr+yUeYTnwjheDQN5tXNund+alvMXJ+Xi1iXjI/ZsCBtKvIVGJT/igaQJ0po7PEjzpAnP3hDNif9nTizVSaeW2qI5JGeR2us8UrQlmtK4eaRd9KqNKoN3rk9Wy3bw5NgBO474mSwauLM96+Ry7MzdHTc1m5adrdXuKKqIkHJ9tm8+v4fPkPtxJvJ8vRv32A9htr5eVlc3y4oeFFGSsbg3L5jA7vnIsxOnyvntWH9+SUcgnVPW6ho3iPIxch3UEwoCZGvTma35xz1TqNuR56s93NxLXSONiC9pnOR4zIxTb6PrKuIbLsdVr+s1dPJn+gL1WF3n/FdddOYeF4Nv1ozbowuPfOQju7Tj2B35B3/wB7tNrFYptTues7OXuhxnJMXa3KHNsOLT7S7asw16BppITBlypYOerczQ0YTkhHYlYG+ThUSxUbketWUZzhxo7OpZGtJkoiyH/XYvKz98nt8zLxvbRyU7DM1Q7mP/nUgNnWsr/Xh3sufa7bzie+Eluet3tZ/YFbNLYd79dCZr155Fqg/buL01KavrUd9ssYtlCLx4PnKGgiHuGhsLvCxSPKmwUuGi08KFBBVrV9ZcVo5lRI7rmnHtdFOjFxrHNRpwmnO6URmulNKgJc5ID5nRwzkyhAunfa9XfaSTgxFt1iW9xqOObDsV+0tG+4r05QXd7aaWXRrXSdnZnpSV8MeUaedU6VLw1ne6v0Gt8fI80qUjKrEV64KnZWt7WuLox+l8pYsyb8fciDTr2CwrokSxcVUo4UkEc+g3r+3Nw92zbDMcZzToY5AZvhlN6TudhfTMqz+6TwUmMwYIet4NI/Ei/nVe7Iap6qIhwVRaj655f31uOT9n2hijZqTl2jxw+eIOCPVBuKXirLnqyqfzFDecHN+c/z5H6Ox1Oai+S5F2/lmjX7aVCqs79RRY43ORwRMCZh7r8Dtu3wmXRTprKMSxdGV3+UoYTmEwdWc/b4exGmdBxyqZeVmZ7pSVKEN2TxS7Ox+7M9Rjjk5WumNdQu5sb0+7ure25p2Ti+miajtlPvkjneHUH5xuPXLGcvyaG1qkU9IhjVtd19yis0TPD42504nayz5249SJ70m3H8LOamTezLpNwSbzWbe8ozu2rJPRiwhud8by7m7c7qT3v127J5EaHOVH52Kn+11+2jkpT1y+wHu3sNgJv0MPvVFcnx1OjeDZXXrx5DJ8ag7S2SB8igdl+leNV/s4u7xzQ46OIfI1BmvEx0SL5A2UnxnPdV3Ur9VkvN8nD+CHjnDycsrsmv5jw5jKi6MKs2bcHl0Iw/Zrv/Zry/d93/eV3//93+/OvH35y19eHv3oR3f343yk2HDqt37rt/aODJrSiksg1u7GJ3ZLji2pdQJNgE8OARUxT3WgIkjh4YqSe6DITCiAFcWgwMiEPZUOgYxuRZ54lryiFNyzRgyD9Se72+95WrkkUP1V3xjJpVLEiAwVQzL68DCeOrXWRcGUGim8L8oN6XqyrMbiqUhjnsYOhTeUyU33KWt33F5WL5wrK7thgNhY58KJk2VnZ1rOdxGFhTIhT78E3Ac/FA7XxaYOXNbI9Ol4PlLHIsVI6Xb6q9Q7bcpFT7dw4wxVRpVSz5mGSAadMSR3RFDJ4OYNWVplzVAkrWZGCL2k7J+EnaIOdHIr6sUUd24uQ+OGaykFVNI4p3xOCqQouMNF7QvHuqJsSp3kuMWz8pdobjDSwIiz8KU0LqWORUTmzJnVvXQzzev4yHveGbc7G2U+39h7v9sPand+0sMcmcx3RbrlLh4VSYvyz0xLuXiylJO7G+l0/dqNSpPO3NAJyJReKkI6R1R74rhDzNdueZSBkQfuLk/FizTn0Xs/uswjcuJl3NhWbWG0SmPGiAb5md4nX2RqMt+LfmtPGUVu+VepndkmU1mas0cPmCVBXpQph1m53HhJUVG1NT5c18r5pDmi+jneTOt0OcGP44xpxDHXqLBTEde14KvZklX11XcR1vcoO96lgRXzvFsDf+LSaTyiFdHTxsa0rK6euMwxwswNKc+UF57av7GxXjY3I8V0UZciWZEstBk0sGsrx87I4oPa9Vn4ibYr89XnKbMdRB88xs+zptzgYRmMcGtO0Jmi8l2XUR0+/pqj3GODjh7ydeJY18UXou96XzJKc2kxx6flxIlpOXlyc2+Ts45HxvhESnPgFv2L9mvMlJWgsVf0ls7KSeyevXpib+w1fudXd8rJ+9xQpidOl9Xzd5XVixfLdDbbO3s3HBs7sSZ2a7tsz3YWzowTp8t8erJsba+VO8+udLsdR/+0EX68GpF69S+uk4eonZpL6gfTicU/uYRO84gp6EpprmUd0cgN8K0d4rlok47eofGoDAv9dlAbqW+4M5tzmdkaLI/GOaPQTpvMJKSMoC4vHuaySpt4HnWYNeN2GP74j/+4fMqnfMplacDXC7zsZS8rf/mXf9mdpaSPdj2+gOT5pz71qeXbv/3bly5fhC/oMyz0PYtc6l0yc/dUusdMTF2GilKKpUCrTBKxl882sg/0hDHKIKNFxioVB/e+C7geSx9XQFm3FATVLUVIzEeMSWmtrFcKL425vWhOeN234oigWDc1KSsb0YhIJbpYJrOdMolNfE6e6o4XurB2Y7njzrW9NShU+NVnKU/yPqsfar8Uk1hvG2ukYp2tFBOeHqB+u9LhtERnBftJ5dMNOD5DQSShzbRmNyLGMDYKBiowfnaxR68yr3L81boqpQDTeGLfWBbxw2c8GpMZt2w3swSkzCzWdl/6LuEvAcdNs2h8Kb2NSgYV4rimzdeVfiyapoOEBt8l5eqSwhZtkfGkeuWcCvxJCQiDU2ueyEsy3AYwCurKp39355naqOfoJdeY0XmXKTJervMWGnmiax9/zSnRHvtDGvJ5pXFjirrmqZxtmj9OfzQMsqhqxlO5tETt0ni7ge20LJ7IMdFfj057lJTjxSigOz5VltomPEq5xoaze/RMZwsNYW+75haNJzmyvL+MrHG+eRphxjvJA9VmGaQsW0ox+QJB855zmWm2KsePMFN7tI5UfdaJXZInKkftCH4T8zg+PGov482OKx83V+h5nfMxyzzxskkb6p/onQFJjTsdv9SFVIY7KDUfiH+nJzpjVBf5h96RkaPop/i35jfnhXQotZWnEXBOx31ubL3A46TsTKZlc36ybMQaqVOzsjLZ6YzbWfeZlJ2LO2Vna6fb32AWkf3V9XJxfqrcdfvJ8r73LfbmCB2BBhSzUCij1A7qZpxHzis8qCK5IydsbQmQfzjPOL+cptROpS0z5Z8BDG8r+ZXLGn1cv9W4aO677OS4SWcW3bNN0luos1A+jNWLjgLsmO1Se+YebdzGubHvfe97u42YHvawh5Xf+73fK/eJDXuuk+jtL/7iL5b/9J/+U3fG7Zvf/OZuR+RYoxbn1H7WZ31Wdw7u3/pbf2tf5btC5UAlJsAjdAFufFJAZ0pLptDrvpj/2PZ5X9QOMTKm/SlVq/aeMycyMTeuqJCwDBdMuk5GxGfJqMkkXQh0z0eqcJeuHIOw1q3Fid0Hy+pGKVuXzv6clfXFuhwT7q44k9HTCJBiIO+nvKNMJ3Nl3mmiNj6ODzoaHGh0ajykdHh0x+txyJwxQ0Ch2mckUbHiGiDh0QXb2DZn16kw+VwSSDjK4JQDg2uS6NCg4HQDyR1TNPTcuFBbqGx6pI3KnehPyo/azA3d5OiSEcRPbSz1LB0XMnr6wMfU5yCfc97GZ7LnvQ53inA8SadcDiEaY//VVhp7xD0NS9KgR51oJGV8jNEI8lQfDz2v+n0PB84H0hLnGPtPR5LjmYqu44AGaWYsMvqRyTLvU4Dmid4R/dLBkbUzkw1sp951Y4htldxwR6DKptMk+CPnjYPjiHJRY+TrFqmQs11ubAo3nkFw+RKGy5/NxlTjxXHIjA/in/SQOQZZNo0p4UB1uqHKk3c0Tuo3I2r+rnDN73ScqT10nNYMY70fz3NtdyaLAzTPVDYjmOQrooNu3Xis316blJ21tW537bIWCssuYUTkNugm5Mk0orezsrUyLRdXVsv52Wo519HKIktMdMi54POKAQ2CzxO1kfRABwadceQBpAnX7WrjxLbymUzGZDzJDckhmc++UdZkuHLekTlDMx1sqP6jDLMWuR2Gm266aW+X4Xe+851ldp1hJAzZr/iKr+g+hw1SfBf1LGcw1MA9pf6u7rs3lIo1jZqszdl3MbUAGbPaDCU8zHEv2yWUZbkRSGWL9ZAJqU+8H9eZzqy/NOgoxMkI5VG9u3BbrJuNqqaxbqbEjpSrZWVjVjZObC7Sh1bXyrxb1zTrtuOPjaMkuOlJDA+6ImbEBaNs3BSJKY80lIgv9dHTOYU70oUUCqZ6Z2PCcdAYaZzJ4ClgVK+/ezkuL1dQFY3UX0aCqdx4GVIio14eHK9NZrw9NWVZfWCakSDrE0F1M43OlRxPNVQkQJEZne+pOSilj5vbqH00uGgQRxmiK7aNKc5SsBSBioiO6DCuq23CoVJEaWiofzy228d4yJDNcCglnnPXNyZSv/XblY4M3BihR55lah4wM4RONb7nyzcC6ChjxFR4VH/EC+Oj1EU63dwp4wqpjCGl8fmSD9VPRw+dY+TZnhbIlOuM9xKP7kAhf9NcVp+JX/Ff8iFuNqhrNb5B+mcUjg5DbyvHRkAHjztSSessi31WtEq06EYdaUU4dkPfsz68bM/6UXqpaCvSZjXGWl4g/CrKyJRZLY2pgXAlWhE9MRqlcXRnihs9tSg6ccPnNZ+1bIZHKrlz2/UIylHSraLgcjLq+Fq2RXjVHMl2WVZ2hHg9+SR5M8dVvEs6nsrTs1oaEn8XGTMrZfv0pGydiiOJgiGslpVwoMdK7E5gRufmZTaZl635vFwoK+X8bNIZtmfPh76xKMOzPohv0aPa547Rmqyj84YZCr4sgXzA9Q3iW3oYHU+6RjnqOGUUXe9TRlDfEWT8i8Y/HXmZw05zSTghHxPfFv2J7zEDss/hcpRh1ozbYXjKU55SPv/zP7884AEP6AzJz/iMz6iuXX37299ejhPERJUymjHnjIjcQ0XjiQofnyNkwkAgRZzKrBsGrkySMfB3xhC5vsq9zSyTKSiM1NIQEeOhQkLhp3fjOtf66rqOm8kMTKUPXq7ILdYtxkdlxMnHF2Jd1XyrO8phtr1azp1fudvOuK5MxzoYGoYcawkOrZmKcrTDpdZscj2L2k+aIA0xoudjTjqhUUdvpUfLacBlBrOUBNIt05805p7K4+nIGrPMiCFNSolhxEPCXW1wOhetqC8Uuh61ypxEjJpRKKodUnqlTMrj7wqmnlebagqi2qB1n6pb62FlHFAhUNs1Hkqhk0IgQ0b8h9FdtZnRIY0LFWDizIFjrOelNLvyS8NT9EdFgcAoJ9fVkvaonBKnnv1AXkU+omd5HJAbLsK58Kw2Z+vNOIZubKmfAjfQyBvUtvjuTiw6+nzXbrbFHSX6BD3QsZlFr8jPhVO20+elOzxVJmmPDhoZdO5YzXg4y2fWARVuGt5u3GvuqI+UOVRk1VbKF6VSk7ZFv1L6lXLqS2gow3x8GQnjOmby9KibzrKQB3KOuZOEaaMyrIhTfWpKqOsdnAvueBEemALPOUpHnxu4osmac9UNEtXLlG7OVTeGqR95NoPmQrSba8+1FEPOJ/IFGnSUMS7jNB9Jh+SnWhYS9Szm6clyIeZVHBlzopQ4hyG2GYtyL1yMIwUne0tWlGETOkHoCFqy5McOis7Je6QHqK/EM8ebOpxH/2v83KPYDsKT6xOUye5s9IwxznvyX87bLDPEx0UGKemZdKx7SvPmfKHDR3zEMwpFG8fFoCXMmnE7DLHb8JOf/OTy1re+tXzzN39ztyvxskfqHFWQd0cKpya9ewIFVMI5cTi5s0iGJiUZcOZRktIkJkyFReVkE5X1UhBLsdFvbtYUkEUInLlRgOldKoCqhwYHI7WMdjDapfKlpJIxqXzimYxexq3wH0c0xBm5kbpMA6Hm/ZOBQ2GjfkhI8Jxfjq+POZk1DTMf+9qY+/jze6aIsQwKMvXT6YOCi5kCLsBobHKsaWhmtBZAwZoBjXfOBacpXSNTJl4y5YsKF5U89lXXiR/2Qe3W+JMORHN6lmXqeg13qpOKvhRFCWjVresaU+GIGx7VjP0MH3yeH3f0iEbYDn+PCiONOC/H54c7/7IxIG2LLjlfqNgKD2oH+bErdn3tE41QWaop9o5b0iJpln2iceGGhI8b56P6khm3eo945PgRh85nqOB5tJJzRn0TTlieDA/JKDqVPDKYOd2cB7MuxwnpnvfpnGXfsvnp/F+ZDp55QPzKOKYRpbKEMxkrlLHulFDdNDbdyUA8EzIe0qcvEMfuyCWtcFwoE2sKcE3PEC7IN33uZE5czV/nR5k+RRomTxBO3fFIPYd49XdIM8Qf54Z4+aVyFzsxy2nCta3aUDAMXOoLnJvknxxjGorsK+ndjVs6CclXiAfXFRjddJ3S26VrrvtxHpLmqM96vTSc9d15sfiBG/81GiFt+dj1ycRs/hx1mDXjdhx88Rd/cfc31rR+y7d8yz3GuKWCKgFORadPgRz6PgYoiAPotSYzodHdB2QENLyoLLkSyb5mCl7GFNgu90BnQkqMjRtQ0aBVupLGgilkFERSNmgAdM/GM9263LK3Hb8r+BQ4TNdSCp7wwgiTK2WZ4kwl141SZ/4UYnouG1caFR5FyZRXN2iWBX+XuO+jOzdmhuYL6YXt1m8a95kRkH0PoBLHiKMLTccT76kc0ZkrhRpn1kNFWQou64wPo5WkIwHpRWXTMM9oTn0cY5B5XzP80eAgv+E9GkRepo8bFRSnjT4a8Xa4c04GafwVryYeheda9EJt0djRyFUfHSeuCDpf0nixHd530pTLF2asxG/1i3zScU1814DjwjL4nvNW0iL5F8dA79GpR8PdFVPSLMdL84WO0b7+uIKquvSuHFp8nn2mvMt4gHg/aYh0RNxQYVdd3MFb48l01D7oU77Jn3zsHM+UWZyHzqcpn7P6XA4If2wP5bqPX8arfa6KJlg236G+4k4D583qr9OHnA/Eiep3mSTHBSPDui7jlveVoUCnAsfbcUAZpP5ozrtji++RFt2B4fPuoMCxz+gx4+vZ+C1TlxuvXkemG4l31PgNDfrjCtvJ7ufZM8cVlj4K6NWvfnU5zuDn3Goi1CYNr5ORkmG6IKES5H8zD14msPXdPxmQOboSJMVBkVOmJtM7R2HtabBcu6J+c5MWCgoJPBqu7sljaplSj2Ltkr4z/dKVezF6pqwt0s/iPLy7R2C5qQcPeP/AB+6exuNClwJNqcjZsTaiGV2nwsMxlgKga7UoJT8u0OnwIE3S+MmEAx0QpBmNLw0lKh3xnIQ8lTunVxe+Tqsqm6lDrI/t1bUMGA0gbqVkMWIrmvd2cgxcuaJBlc1flat3sWH73eatC131T2PvqfuOI+FJ/dIxGvFbaZfiVUy7jR1aRadcI+5rP92Y5Jh5RNrxTSNRcytbL8woGOmEeGLZus455vyPxhjpiMpjn6KneUTHZgCNE1cwaVCqrYzYiSZUvvqu1EVfu51FP8U7mMaotpCXuKGi66IVpyWfL8SDxoW7CBOH5BFcn5zNXaa/Mg3b13UK9F1zlH0Tbpi2ybnOqLMbBEpvDdyr3SFXtJuxp7KTZ2ZrUIlf/Y2yY55x/WnmbCLv5Zg4fWVzldlH6rdwkeHfDR+XCd4u7xfryJbBZDSktrkM01+f81mEjjJKbVE7mE4uHu/v15yWpGNmDDBzQfyNu9cr1Vgp0eon+ZzPb0VzWY/+6ngiAumYGQqOb/JYbnDGcSUP5zjQ+cL7jgfqBWpPbV21+J4cguQRXoaWWcQYkt4oJ91QzpwXPraZ/Hc92mUMHWzHxeCbtchtg75zbik8KFgD3Lil0UABqN+uIGbGqEfhMsgUAP9OyAwOMjwXuGonvfmMzmWRyAAy1MxrqrbIqGAaLA0aGsxqD/HIzSzYF6YiqS4aoKyDQs0Fvgw2rulwh4D+Soi5YMjAFQgJMI9S6p5HFjg2HBcp41RwiS9XIigghoxCgoQAn6XjhLTENjtN1IyWzIvqCpgr72wHFUTil+2jE8TbSYWHZSiKVxOa3mcpwXIW8V4tUuLCWYaIHE/sh+YHHRCMRLMv4lU0Bn2Hb49GcH2iK6ref9XD35xfjGD4+nZPmePavkzZc7rQX+fP8Z2GrdOr98HBnYlUgNhP4iUzbskXSauae5QJbtSzbvbT6dUVN0bIvK/MEqn1lzSp/nJeuwMogMtL9JtORPIbdxj6b58LPgY0ltSXrE9Ov3Qo1gwJPcedkZnOmaUi+xjQCAyIZ+ksdnrUmHnUmPilvHGdgjxc193Icx5KQ4HlOagf6iMdajJsaHA6TapNokmnBb1HWnWnBHUsl3FyGpHeiAu1JzNunc7Jp9nXuMe12HJciAZFYyqDBiYdEhxDx7XoibigIcs2SPfKHF+cI74EgzjJgP3L+K/TaY13qh7J2ChHssrlc1ZmVpbz0cy4HQsuL9y4zRw9RxVmzbhtsCzUJhOZJhmNK7E1psCyXeHve2dMe2vvZwxf38no/JrecWUrwD1tvCahz0iE+ueOAwou7Raapbd4fSo7M7S8XzWhkwkkVxSo1GZMlgy7D2f+HgVd35hlZXC8Mhrkp1YeBZ0r85miSUWGxk2tLaxHio+v7XZhVyvP2y6lKXsvaz+fzcbQ388ULL7PdzJjnGPhwpk06/NF1/w++0IFVnNH9dMbTcPSHQ+cQ+6scJpx+qZhxXnvcyhru3+vOTp8bPm3b7xrBh2dA65c1sqrQfYulXvOI9JA3zzP2sL5FsD08KydPs8cj7V6XTGmksm5TicH8UgcZDyojyc57rP7BM5Jx5na744f0qvanrXLjUrigmPi8sbpiSm6NYMwo9eMh2Z8jO3NDMexoLbSucGMBY8ksi5+d8jGkf0l32DffN7QScNsKI0nx0DvZPVkfJlzJa5zsyt3MhAn7ihwY97nU21snVbVHgUEfMxZjn8fmi+Zscl2uCymPkC+6bRc+5Cmaw6hPl4g3AwZtC6XMhyTFrKxOA4wH5GKflz6mkEzbgeAjIweeDJZMj+uxfS1XWTWBFfm3as0ZNiOUbhcieZ3pglLkKm/tWM/1M4AerLpnc/WJfFdMkYxWTJRpowp5U07F/ph3OpL1MMUvwApXBLKPCKE7zByFOmd3KAhE1p6lxFj1UlmnQlsrsekMe5jres+ngFkXGqXe/8d/5nw1/teP4W+j7enq/O+vpPGMkcHhWRAJiQdF1RG+RyFFSMkou+4x2gtx9LroLJJhckFu0DPqDylZKn9Gl9GqzKnCOeC/9V3pu1rt1fuvKv5oXnD3W6dtnkEDqO3XPtbc64R1/wtXFHhU12KaOg3I2FZmnFmPPOvyqcirnez9GEaPlTORAPi6063pBGnCdISI7GshxEvgZ73zBaVqb80MHiNc4GOoSwyWOMtTveeASJ5kPWTCrCieEFzylhQfaRz4cflg/NUgvMe8jldZ5u9/xmP0Yf8Ue3R3Mp4u3/coCPPyeYDd5PVd81j4c0zkjQunCc8xoo0R/7gToxllPZMHgdwmQRpmkYPebyPofMTl23eTv8eQHkmvAqfrkPxN9vjMpS82XHAKLWyuSLFWDyWe4SQ/zNThVlg5HOqL8rza9RduAzMf+tZd7p4Zgh5I+cCcZWNnfNh4scNX463Z4z5vPR5IR7rcjHTYTJaJm/n2Dr/yfquuoUvLiU6yjBrkdsGfSCPLhUaN1Y4CWngeTSkz7ilFyzAU376PO1qSwaurOkv20FljF5fvc9+u2c+Y0RMxaHyxnckfJkO5vjIokluKPgOy3QwqD6miMoLyrZTiVE7/dxRj3S504D3HTje7v2kQNN9V/JrY02FVL8dby40WJ4rhSzHlUofFz2XKZeZgc66KXBZrht1FLhenuNfxrnjh3gWviRM3XOr9lAYsy3qXx8I5xoLto9rDF2hoiHBdH3VyTQ04o74kKEXwlnna7qhEc/F+nCm42dKGHHqSjv76pEa4lV9VR2u5HFtmM8DB1dKiBf+9Y8byNl8qvFjKV40GjJFkHONdMl63SCjUeXtEG/0XeizulS+z193iPUZtl4/2+u8yOumXBSQB7qCSV5Kg7mmiFH28R13qHHuU4axD9k4q59KcdX7ATRkKQdclnNuOg9V3Yza0klM2nI+xXnNtetcs+6GHt93WTKGBtQm58k0qihzXR8gHniNZXsfhS9BJvvIX+jgoEHDLDDSROYgcYMv05EEpBHNWx3bpGwy0jDXZZPfUSckMPWd84BjwLOYxZPYRupHNASZgaM+L2PQ0HmgTxj2XFbmMpE6gc8J4jxbDuY04Hp1jX8TV6JLtdePLtSc0nfi7Ditud1uG0o12A/UmKErA32MWuBCxz3BrrhkZYxpK4WOCzwqDZkSWKuP7SEjcsPD62dEwpV2Z4qsyw3FAK4xypSleEdeeRp5fVEXN87duKWDwxUzCcKMJqjgLjN2Q89Q+HO8if8+Ja9WLsdB48I0yADSqJ53ehWOvC46Nziey0DNoOjr15i/DlSW3airCWYqGH00pPaSlr084UiKq9qkZ2S4+5z06A2VdFe8al5yjivnFZ0nPp/dmOFc4+8+Gq85TqhAZdf83b6y6Ujg+DofHjNn3fAhT+OYOd/IIliurPMe5zXXRR4G1GRapmDW5FzffOC1/bYtc74JSIcuz7LvmhP+vmiVWT10/GTOMJd3bkh4lN1x5eBGi89R8lXWy+hzNg90je3RdbYnM25koHN+eF2U6Rw753luCGf6EtvO5xzv5Mt6xvkV6/C+9uk4rt/wO/sWfzNj1vmp98PL1fzXWNIIkYOeDpFl5qU7G5wv6Tk6FOnccL2U/LMPf8S542MIas959JntpQHuOgn5L+V0LUBxFGHWIrcN+oBrK7g5S+axDhgzWZ3BZArOEFPy8oauu1LAOpzZuZIY4BsXxYdpHirbhS6Zv56hkPO0FMeJb2sfn/AcqgylBtG4olLtkCmYmULvZ+Vxc6nM+zoEmadV12vGjAvnDD/ELz3T2V+WLVxIiNGxkbWDIEFAI9QjZ57S6GWNMaiXVdZ9HtXKibHUDo2uEAncaMuUoTHtEa64eZKnsKvNGgcasTSu1AY+J4WbSoeUoaBh7V5L/CglWJFVRm25yznbRUVniB45rxghZr/d0Mkg40+kH1eO3aDh72XHLjMofY7UeECmVEhZzSJK2fzS/aFMASr5AtKK84Q+55oUczqv+L3WL40zDaGMn7AdfW3gd5Wv8txx6O9lc8bnuSvXXl+A6LS2NIXvyEDsSxON+4q+qW7K0j7cUfFmpgUNbbWDESkaHxnOhqCGY0LNuVArS+ncAZ6ZQNzpHdIyx5j8xZc30WBzfuX6Cv9mbfXIpGiE54/zOp0ipJkMH6qHjhP9FR6jb8o84+738ZyWnAg3fePrbaBM6wPX2zKdtKYf0ECu6bxjYVk92Pk1dU46pThPKaOOA8yacdtgCIaYB6+PUcj9GSmkmWc0U7xdOawpbpl3alkFT20Ro+W6oQCmlDDFMCvLmSEFR5/y6QzI02GoBPI5CUCOn0dNmOpGBsj1h0pD8jViHiFiX7i2SmXSYFL/NU4udNlmNwK8rbqXGQtuPLOtrJf4I35YFhVGRovoMR1Sxt3TSuPJacG92Yw4+rjpPQLXKDH1j39rUWK1j3jlHHI6Iv17qm1m6PlcIb0Iv1xH5oqwcKXjS7hOKJSeSF/UGnXxEq7xYpuYesnUfPXZI6ZuHNABw4wMN+iZ2ukpepnypb9Oq6Q1zjXyTfJPAY1utV90QNB1j1CQBshXMhrVXOec5FzTu4wq+NzJFHGWSVw5b5fzg8ogjQWHzNAacgjoWdEYj2XxtnO8HTdeJvvvfD1Aaf2Z3HUHG6M4dAqxnyqbfe7LtiBfdkPKjRw6WOL9wJHmud7xtasZD3Vep3q4T4TmrtOUl88y2J/M2Uaj2/e5YKo+dQCuyXZDPnMwqD6OfUaHQ7IlnvMIvNrgtEUnYZ+h57KbuFJqcuaoIz/gd6ejAC7P4Hg434vvwdO53pu0Rd7KeZYB68iMTtdhOPaekux6CseJkVDimHLT5Y/eobyo8YpMRmaygVFu1p2NTTNujwc043YEUJmtCXtOKm4I4e87I9XE0+STEKbgcAVNTNknas3A4btj+ur9InNwpccFZR+oz9zsgsZRVm92nwKGOKCiQly4MkXFgwYUy3eD2hVYjqEr/25AUsDz75ix4LNucLojgX3IBJa3NXuW+PV+6v0abbiC5nMmw5MbD6zLceS0ltEbFbraOkzWSfrKhLPw54ohnTqkFbaV112JzIxz7obJ/mRRceKJwj/jA4qy6xpT8OkwGMM7agpxNtfckHXDvwaZs8SdH84XM9obUoZZH5+vKboZLrLr/E38iEexTraff4kHGlJ8dywfyaBmMPT1W+0j7+amSHQWZW3L2qr66QR0vur8T2W5fCU/cdpwZ0SNz7hxm6WM0iBSuyR7Mp5AI9rnp+O+Rh+1sckMU5Wt8eFz3u8+mT00R729Q89zfumvv+fznLLBy3dHjdOJ2ucGNo1C1cO/NVxoLN1BQ5oQZMaT0xDf92veV9ZNGqbOQ966H77gThHqosoA0lzPHIc+FpmM4FhyjmVzpzZXSBee5k8ds6ZDZvVkY3PUYdaM2waEV77yld1nZ5d7ZZN2yNs3BiiA+FtM7LBgLJOrMaZlyrgSbasp1RQcLjT7ytJ7MgiyHQUDMoabKVQsez9jVzNKAqK8LLJYGytXYGpRSQpGlpMZxMSL+kjnjTs6xs6JZZ7r+52VOVa4D7XX+zjU3jH0x7+ZMZwpgVk5PnZZNCxzMGS07W0ZA1QI+H42X/j7sITpMmOX3dtPffvl9ayT8+Ug5Y2pa9l7/twyfWa5V6pfmVMlQDJAir5v8MS/nFucj8zEofHizinW6cCUUbaVqdKuUDvvrsEYQ1ft1X3qFooUZ0azg/MF8vs+eTOm7dn7tTaw/fuhKR9j543LzENvM3mfZ4L481n9Q85EPudGZGb4OX2qX5m+sgxuiaPM8db3jveD72U6zJWAMbTjDtrjYvDNmnHbgPAN3/AN3ef2228vN95442Ub3dAz7F5Leqyz+57u5x4y7u6mVAt5yBw8IsSPPHdMsXBlIIsY8Jp7wT21k0qAe744oZj2E0Ac1bxqNDSZFuNp22xDFrly5V1AoeBrLliGR5wyBUeCx4WkCwK2SSlF9C4TJyw7gOPn+K0pGBSyGWQR1DFA2na6oCfVve0egXHc1Ly5TLHiuk2PoDh9Od16xkE23lSCa5Fkh2UUU9ExFU164tVeHvnAVE/yIb2nNgi4Zksp9SxPCvkdd1xOk0yl5fpGH6v9KIHLKi1Z1Cb7rmej/CyyTc99TbEVHj0CxL7wrxtAtTnmvJ/9UvvYVv3V8zVFmG3u46Fqs97LnFxO59n1LKqrD2mU8ovv9EVfHE96j3Iqc/KwX5zDNCC9reSzGmuOT5/hVqNf8jP2N3PykN9nRomu01HrGz1JT9B+E8QHsy/8usrzZTTkyaRp/RatkWerP7zuuNSzfbSTGbve5ywbKOrWWleX3eJ7Dn36gNqRHWnH75SxDGwQz457fmq6SIYf4c/5XsbP1F/Wkxm57GvtO8fM9S2lJFOWZLoK/2btEK74jMufTO9yWmNUmVFkZjr6HMm+1+Awg0vXEnZGpFj3pa4fdTi2xu0//+f/vDz/+c/f+z0/oGuoZgTwOhmgJpt79PRcAJUbZ/xjDQ6HTGF1Q8qN71p/vY+ZAhVAY8OZWq3OzMDqMzIo5ByXfcat3h0DTJfMUmbY5wwPrJ9AhdTbUiNLCgo3xtnHIWVV9/h9v4atv+cfTwXKFE0H9sNp13f09XVwTid9UW5X9qT0u/Fdi3brnWwOZGPuuPE57+tT3YmW0b/jNvO6kt/UlB6e90slgscyuPG2DD9axrjNjAQva4hPLdO2jD5pLGYKmRvGy5RNZdSVdT9SRc/XjMLa/GM9arP6pb81QzYz+rK55DzE+1IbgyEDMcPpEE2wbH7vGz/hgDyDtDWmvmw+Z3UNlef8XHOQdENe5A5FbRin7wE1o4bO1BrvEA7cKc3xVXs59trILpMNGV0M8c5ljYqh8lVHzTHsOghpOqMNOiv62uoGbZ9hnfWbRlwNn5l+wOte/n7UX9IccUO81eZdDS9qY/bxNcp9xjr76HyX/Y1rQ8tgDiJPrmeYtcjt8YO3vOUt5cUvfvGhlOXriNzIoqCkMIlrmcDSX5blGzTQA+VKEoHKSA0oQGrPOWPIGFlWzzJesMyY9XI9Eqf6s3P1XFlz47aPIY7pi5eRGS+6nn3P+py1gQJzrILoXuKs/D7vuY+JCwOW4YqLj4MUYZblTggvgyDDziMevJ/9zmi6pjz0gZdDPDi96v5Q2Y47tlf48TEnHn0NPjfF0DtZ5Nb7xO+kGa6lpqLteF1mfo/BTUYTVMbG4tbp2HmX0ytx7cJ8SOGuAfHkcyh7NmunK45sd20sMvokHmp1E/qU5ixqmOEqm+9se61utn0oCii+kMmLmlI2xEeXgWwes+w+xZtlsH7HTUZvXk/Gz1028563y9vY57iqycGa7uF99XZkdQzpK5ms4DygPpX99u81IP2Rv/eNRQZ0AHhfMnD9hfsh8B3X/2rzslZPrV01R6ja4rIofmc6GPGjvwyijAXHdx8fremRboDzHQaZMmAZ+n0cYNaM2+MFs9msfPVXf3U5f/58+ZzP+Zzyxje+8UDl+YJ1QaaoBKEEE9DB3mIEnjJE8DJ43ZUb/wRIcaWC6ooqFVgZ3X3KlHvUMgHn79T6pvZnSpz3N/NE9hna7LtwkTEmCnNXjmvjQjxkOPdnA3zTEjfyVF/2YVnZWHgaFvtLZY8CjcKAY8H2ZMobFUsfT8dhZpz1fXxcsk0wGK31CG5m7Kp+4V9/XQATF1nKsq4HePqVKwF9QEGp9gmfiraw3+yDGz6uaLBc4cKNDs11RoS5bu7s2bvTm3vJqfipXiqSpAeORZ9xQdojreleTbHMeFmmkKsfzqudb3Ms1E/SjuM1m/c+X3we+PizLT7GTofOG1Q2I/36uHJei+arbuKPdO+KtOPQITNqOQaOL3+3Vo/6K7ojnkWD5GeZYqwyOKZ6j5ur1ejJx5N/vexMgXR5xPnF42XcoNIzognyhfgdKcmiGaaNaid/ZmRkMsoNJ+f7HAPJKs0Nla32+PjwRAXnUSw3m7vqO+UAZVqfgckNs9g2XsuAMlt94V9GrvW8xp594jMum2v6EeVDQKTW6n3iX+V7PRmvdKBO2mfUqq0u55w/BHDZDPssPHr5Weo4+9h3rwYcG+9/tks+9Sem5hOoG/j4HmWYNeP2eMH3fd/3ld/6rd8qT3va08onfuInHti4DcYTO8UFcGL7XxparrhImSXTpvEWQOWaE9MZWcYQfCdS3500wBk+lVYxBa6tiD7rwy3g+xQegvCQRaDU74xBuQAU0/EjPgIyRTRjXrU2u0Lj7eeY9hm3et8VXDfExwCVw5qDITPmXWF2Ju/tc8Hlirs/F+D0wnH1/tJI9jZkHn31m0cC6CiAvh122W+2hQoWlUxXNvm+t4u4qY1fhqvM2CS+aYDpu+OWHzoNakDFX/XScCHPoRJM2srGzY8kI9+iwpfhJLuWKaF97/Y5VKiI6Rk6Bchj3IjxOUBDwoHzjUphNh7Or50WuAOp83uWUVPmMxj7LMc2M24puxyvmQGYOSxdwc/AFeg+46XWBzc6mMLrmQ6Ob/aZ7eB89HGkrOJzxL/PBRriqpsy1o168T/yKOfPNf1C747BH/9y3N05lTlgHF/8m42zz/NMzqr/NPjGKOU0isceNeVtc95LWnEjr7aErCYfKMv7wHlbxlPHGl+ZXun3dJ3Pcp5ke8BQDvFdylLfETrbIZoyJzuFoi+FmHPI2+ZysobHmmxyx89xgFkzbo8PvOMd7yjf/u3fXu5zn/uUV7ziFd2uxwcFThp5J30i0Rj1KJQrc1SOdF1QExIsx42czEObffcyWD8NAirXzvSp1NUEF5WKAApgKiUUZI4b4owKicrIcNOnFPM3r2ndUq2MwwT2Xb/HCMhlytdY8SxFKi+urLpSyjbJ+aHnA6jo1IxZd2j4GKocKjWEzInjtK663PCiAkCcklaJD8e7G0J9uHYBSiHPPtFJkildnC80fPx4FT3n7ROeFZHK2upQc9q4UsvN7TyKzY/3l2PkNC8l2o1J0kRf28eAK97e9wAqVQHCHZWrsYqp/mY83vHhvDZTGD3CQEXc6854cE3R7sOTz12fSywnU5yHcOQOATey2E9dJ81prDTnqLi6YuoGiPeD8sx5GeWBK/BqV7RD615d0fcPceuOgGwexX1Gl2ngqn10ysVvZWJl/GHMGLlc0PdsjAi1+cqx9ujrGP46Fog3zmUHjgHlgO4Rl5wHdJhw7EiXbAf5e22+qTzSuiK3epeOStF7n8HFtqgs7yfb5eNKncydP9n8GdKVvO+UNbWIbc0Q43zhOLjTxb9TJjtIXpJ/El/HxeDb3s16G3rmuMKxMm6/7uu+rtx1113lVa96Vbn55psPpUxXALJJ7QqOC4ZMcRti7lSwDmp0sa5MGXeBQ6bAiE/G1PoEnwuzmsCkkeBKi9oihq/nMwaaKXrLwDLPOy6YKqM2H3Tchur332oDveCOT8fRfo161uFCc1nFJROey5RB+vT3nQ6ztETROBV7KUuku8NQyBw4Hhntk/6zd4cgG1961PkcFSvihQrAYcHYsjLDrsbP3Ejg+weFbM7U+FHNwKyVdxhQ66fzKPLYbJ75NVesh/j9YbR5P+DzvGZ0Zu9daXB6dEPdl1HoOTquao4NvzYWfF7X6IDGlbfdo71uuC87tlnUTs6EmnFXM0TGjitpw2lI9Wd1Zvy4r46xz43hHbWy9zuXKH9cV3WeWpPzy84j6p2+23QNF86LXM43uBxmLXJ7PODf//t/X173uteVJzzhCeWrvuqrDq3cEycuT8uNCecRFe1YSIWQ6wWZcuGeKk1uCTP97pvgfK8vPXmIuN0L5lu/s49qT6bEuSHPTy2txaMVmTGtNrJePscoOb3FKj9AQsgjxe60UP8y8HQaleG4pGOjFiklsO6xO/q5s4ReS+GYY9cXgfFys+9sJ/uWRSK8XCpH6j8VOqXSab2YH/dDAejtYVTY28Hx5E7auuZeeNGp07LelRLnNOZ0TBrJ5mzUpTV32mlU9KyIO8eydgQQ6/Bog9rAel0pUL1sI3kZo8bEL+eg78TuKWbCJeejzyNPpSbNOC2JJ5KWa1E6tdGVb3eu1VJUA3yfBPI6j/qoLQQ3fDlPHa96l7RAGVBzlGWOh0w5Jr4cR+SLnAt9vIPAyFwNOM/0bGascKxI2zSwKNP66vZ5kaVaZtFbluf06kYdDT62x6OVxD3rorGo5+lQUpSWQCOMKclU8vsiYYKMhvVb911Wc4xo5Kpe7pzsY04eRFnnNME6+a7vT0BeQx2L887bouuie9cTakugsrlKulQ7KN9cnlKvc3CeJvDxq42nj5m3j++zbV4n8e/jq98hF1ye+tE92fI413s9TTmTm85ra6nS2Zzm/KLcFW+N++wf9/PYr5PgeoNZM26PPrznPe8pz33uc8uJEyfKD/zADxxq2a6UuPHgaWXu2ZQiq3KydQgB7oHidZ/0rkS7Ys1yhiBT/FiPG5Y1w8fTe5kikqU4u+fTFYnMK9jHDCVcagqfxpLKiQwMCs0hyPDqOOxjjjROs/cyQcff7q10o8QN3UxBzfrgRrsL51p7vFwfN1eAKDjdOKKB5IYF++4CnEqUt530onsUelSmOX8p5AP4fNZ3XvM5SPzLERbAiAT5ha8dlhGYjaXTDY1x0jrnrmieY+V10rglTt248DFzo9kVr4xX1YBt9DlDnNXGQwo1x5d0UmsnjSJ3DDjtuSLuUDNuyAf5DPmaj/cyPJ1/HYYMURo0bvTrfRpZuuZ8igaF1+vzZNk29Rm3bLcbsNm5vLpPQ8v5RmaY9PHFDCcBntKq52jY15bLeLuyOUTadVlB0BhxbFmP0znbojbQUJCRI+Mn42uk66xdPrcJ3l93ptEZxTKom5BH+ryjE5z0kDmjHFfCAfU84YpGHMfbfx/EoHK9IZPdqiOTk5yLbB8dL3pO+zW4vqvxp15LA1d44jiOCcAEUC7WDFufz94+x4vrzscR5iP02uPa92Nj3H791399+djHPlZe9rKXlYc97GH7KuPChQvdR3D77bcPEgInRsZQqYxlylkGXsdhe1YyYenf+ZuMbqjtVxoy/I95Z2ybl+mbl5v9XqadB4VMYTosGINDPsOoRqbE9qUkLeNkyPA9tp1soyuybIsrYjUD6jDhagmcTAlyY3ksXE8e4IyHchxrMKa/B1VErzWQ3mW8u9Kr5zLDtcHBoI8GyUsoc/nOlZhnY3mnv6P3qBtkDvDDBNdJmL2lz5iUYedzjmc+tyyM5SP+d1n8H8YzQ+9IRsuR4e2koUrZ7g6YoSjtQdrXIIdZi9webfjRH/3R8gu/8Avl0z7t08qzn/3sfZfz0pe+tHo2Lr12NF49FcJTSpiW4SnKftRJ33FBBwEybTdqKSCk6DByxYgPDXS10z3prJNeT0Ys+vDl0TwyQwoxT2vRh/XK08c2xfN+6Dz7xHSxMXhd1mGg99y4ck8/DcOsPgePTvR5nInvvvL4l9f9vZo3NCvfN4TxXS5rkBlaHlnI+lgbR9G0R2PkmWYEgJFn8gDnCe4RFx3RaPS0fE879GitjyHL1ofr9VSn05SnW21u3h2XHt3i3FW5UZfwk+3QntXFtmXR1T7g/Ga0uI8+qGxxXNRHKmj+V89nfCOrzz9ZtEt1sw3ZR2Ml0Bgq20fljoGsbvJI8ifxIfJ6RrwZ1WLElNEo0lttrvbNxTFR/KzcIR7mkdss8pPxSSrmpGvizDNL9Fe4cDni9Ma5Qly7I9kjvS4DXV76mFGOcqyIT5czft3bSzphZgn5Beff2LnPNtZkiLfDn3PZ6rw6+zh/ch7vOgt5IueKA/GXga5rYzLHvzs3/C/7q+c8W8LryvQ1f078k46KbF04n/c5Q9qkbpuNm8sslu26pO+UzLlN3Y+8SjzUN5FiX48jbLcNpY4uvP/97y/PfOYzy3Q67dbcrlIrWRKe//znX2YcR+T2QQ960N28TGR+GVN0xYQMUbn/PDOODJJKlivHevYwIEvx8NRhMlgphep/DVyQZCk+rggOMcqhT7bORkastzdbw8S29/0ewqc7PlzxdcWS9RAnruDSsMra58y/5kRw4UllVHV5uX3e5EzQeX9rQiPz6mb98jnl5Xu6WdbGbG7qfe4ETDxJIPt4Ucl3enaazhTHrG3kDXTKZIJ6DBCfjksat2wzDVnxAY5V5rChgu3rb8X/nMZqirMr0Y6nPr6nOaO6yKfYDnfI8f2+ch23rvg67bihwD5mCvKyfGYZB2iNp9VkV2YEemo6ceAKr/M8yhDhYcgBlsEycs/7QmeNG7SUEWPnGZXzrF1Oz94H77PPFVf0Gc3lffFXd/LW2lwzkDi//HvWh0wmuIGV8Ys+WnSgoV7DsddDED557JI77FzPcaOQDinn1WzHWOh7j8Yt6+5zCPmzXnafvtAHpFOOGx0uLIdzm+uemSruehrbz/f1l2PAfUT44dIZykvKrj66uyfArEVujy5827d9W/nwhz9cnvGMZ5RHPvKR5c4777zs/sU43XwXdG99fb37OGxsbHSfDIaYmAtHMl16MF3JoTEkZkIm68zbBY+uOcNxZd6Flxh8pmxl/c6YhHsP3YjwOmqKzxj8Zs/4b3pQpYAMrTti+/lX3zNl1dvtOKQiWPvoPg02V2hqykjWZh/LzMHAevoYfGZ8ZDTm5exXaGT98jngoLnka1GzsjNF2pV0jpu/y+v0ZJPG+Jt4Vl1Z+zm/a+PnChjb48Z+H/h95z1UDDh/9W4mJLP5mF1zI1Nl1pQy5zmu3LvSXes7y/HoSm0OZO3yOqh41eZYBn38r+/5AMoH5y+ZEdDHT2s8LqNBl2uad6IHd5p5mQ4cU8q7/fKOjCepvdmGc6RzGjnq2xj+yL4cNtQMwjFz7bDqXubZIblaMy6Ia5/bnNe1tZIOzsNpFNXGXPdIg+SprscMzdmarFf9qsejsd6vmswbA2Pfc16ovxkP4ZxVPwLIl9254rJiTGaGt99lEx1vLq/8bzZvXA923sXx2i8/ut5g1ozbo32ubcD3f//3d58+uOGGG7q/3/It31L+5b/8l6PrkBdK4Ivq3WChJ5+Tnqka2hlWEzJs8HhXHjwxuBqT0DNKKfBJW/P2Briho/vyrrFPNQEroUQFh4qEKxUqgxEl9m2MAVobGypbbL9SUcK7p/tZYF/ChsJPeGJf2PasjcQ5x46CQeX6e3qXnk7iqw8y3KsNxBHx4jRLfPJvdq1P0ZCyUFMQx4wxlXf38LqSXTNGMqgphKyPhpDq1lx3xceNQ2+LGwVZvTUBXnMI0bhmtseQculCO3x4mbIvpVD4YFoZ+WCNflSn2iecUqlzJYQOiJqBW1PAvL6sfrWR48r5QrryuaR5m81Dx5+PGSFzDHjfNZYE0pQrfqQJr6OmTHJuktbJ/2lIZ4avyqGByj45HjiX1DbRlDKZ9KzL2SEl0+/7nMno2+UT61G/xvCpIWeO33cZyDKct2lZkPMQ571jnRh+3Q2TMd8F5GVcKqQ2edvo/FN/KEvYTvIJZvWMoYNMZ/E56pG+jFZr/CUbU+HGZWxWHu/X5KPjjvyKbckin8ID39N370cmV5xHZXzXjdiM95M3LAvEi+tZTieUV57x5HTLOckNRBn80PcxfOeowKwZtw36IEtr4oSisCTDEGSTlN7lgOy+7zIr4cDneZRIABf+B5C50sCSUp1tpe7KgCuxLkjULmeYGS5ccC0DGR6dCRG3WXq1K+j6TYeD+qT0ca6HzpQeF/wu7Clkhgwxx+2YZ/sMyRrjonFIWMaoztqjv7V+ZvjzuZI5S/h8zYDOfmeGAX+z7JohymM6XPEjHiUg2ZeMRl25ptOD7VxWeXU8Og45F7JjfjwFWoIx5kDgIBxw+nBe1FLP3XgXv3OjxxWivt81pSoD8jvi1MfFx5v3qZg7ntU/75PzbCqPY+pnW9n3ZSHjIU4LfnRYJDTxGCiua8vmi/M7pzNP9XT8inZc1rG9Y/pPXugOB9JfLbLDPmisZIBne2TQ8CKIB2SGAiGT2ZkhQXy60daHhyx7Sn1i370c/naHT/a85ggzPryffJd9cn47RubpObZR88t1saBb0rNomm1Wu7xvGR925xn1mBo99PHkDK+u56mPLpfdQcLyfdw4F1mv8zbi3/vKumgw9dEhQXUNzWOOhcZQ46gx5PfsFI4aHfKT6SHsT5R9HGDWjNujC294wxt677/oRS/a2yRqvqw1tQsuIMd6dcRoNFmlBMljTaZJbznfd28hmZuYq46zUVvlCSdTlNClQIlPTGL3fnk/+4ynGi6GjI6hdzNBoHZrwkoxkoGfeTBVn9fN7xnj249COWSMeP+y31SEx0TmxtJi1tb9vtvXDv/rddbeYzSZNJ+1k0J4SCGq0UHtWdaXCfZMEaUw1bz08SUwHS4zase2kfyF92lEqXwK/biueS8lh38dp3QAZQqCty9T4MhTMoPfDVjyOacHPZ+Vs1/I2izIIkd8tha5Vzv1PlP6ajhwGMIxx6s2L6hAu2OFss2NwEweUG45X1I9WYo25Zd4uKJ+kosetQ2gc2KIv7psG4vjDNy54vJln6pEFRglzeQ9nWg1utX8Fb1x8z7OLacV9mnMfHKjLJPt/NTkWI2HDtWbGYeMulG3cQeNf/YjB90wyuYDeTP5quhe3/Usgxxe7tj2qCx+F10EMDONvMr1IOogmQ46BsgXqasR5+SNpAHnURlf8g+XILDNQ21Ue+J9Hst3XAy+nV2n3NAzxxWOtHF7NcAZDq8589a9/ShdbuQMKe77hbGGAZlQTeAO9ZM4cWapFDh/9qDgAtQFigSOt2/Z8jnOFAoCjxpRmI1VIpZt11imTMaeKeS18ofKXAbG9C3DFWnoMA30bFyHcCE67gOWJRqRQ0n3pQRQyc+ihmOAigONkRrUlF1/pqac9r0zBreZkt13PTMIBJkx44beMlAzxv1en9GuZ68EL98v+Nj42DLqvYxBeD1BzfjgvDiMcXE+VONLQ89JHoqn0DBh9ghTd68k9PHXbG76iQs+H9i/zJjfryOi1r7MSOwzHPvG7XqCIT2TepZ+MwNimQBNVm9W135pccz8y8bSedZh6wLHBWYtctugD2JnUa5Rc2+SRznFRDKFilESpl74jqM6bkPlZGtbaMzw0Gw978eriAG4B5ReX29bgPfRvaY838y9qh4x8jK8LD2ntjKiTa+a6lOfiR+muLk3z72mxO8YRuDtE9AjmaXGOF6z+xRAfdFkdxJ4mxyv/J1FbzguNWU8+02acFyMURJICwE1hTPz6pP2+4y3oYhApvjy3mEpvwK2OfOeZ3WxHRld6162npxjzV2QT5++nOa8rX5EmR/7kxn0HE//ZDzF++btcLqvKaTsa9YmGQQ+J5z/DbXX5xjplWv1SfveB+GN8sGzcWp45e+aQZ3JnCwSwoiHL0thxEspy3rfHXZZW2s8UH30j9J8SVuiyxMn7n7UVG2euExxXif80MHJ8oQz57s1meD4z+RCbQxr1whRVvSZ/FTy0GUq53LG0ygbXZZk8iTrI3GayRH9Hspyy/gZr9eAbRD4MhBPR2fKfdZmHwvHIWmiNkbUQ/ibbaIu4w6AAO1jWpP7Pu6epUYeR17vGXmevScYmpNuMA/JV16nbHIa5E7fnEfOk5Re7n99N3fOV/VD8kvfeZQd+zPE244izJpx26APlN9P5chTPBw4WWvKsTNqXYsJyE2Q3PPGMnUt2kLPKRmoGyWuIAd4WkeAhH/GEL3PZOZUsDIDyBWQTElgVNGVdiod9HCLWbninDkfsrJcYKjcuM7UZ9bB56n4sgw3IjOHSHwnDgmZ0kEl2YHjmiknnkaZGTk1JSNTqDOlvu9dFyRDEaJMgSdOfE4MQabAZR5o7xdx6jSwXwPYFdGhZx2HakdNKVW7ya8CyM+clxCfWTpyNk/4W/yHPENzOFvnRtwP0VANJ5kjxjcXYf9d2ePfeMbfJa5YHu9l7Sd/Yb95Tf1g+4lbKrWUOfyozIwmOe8pu9TH7NgfflSG18cxJN4dZwT1hwZBPOMbGao8GdbExZAR5mPNNoh2VZbTUh9Q9g/J9uxdx4OPfc24o6GV9VvtcUcR6Ux9p7PYDaisPy47Alx+OK1wLqmv+pvpAsvO+Uy+eb2ia9I35Z2PodMwceFzOMNbTY/I2i7+wvEOOs+cDpmzQvVl89wNe/bdZUBGw5Qx2SfDv/dP+HTeRB5FvZbf2Q85JrJjvKhDZTjxwEd2ZFYmzxwfRx1m93DjduReo0cTYs1trLXd73rbZaAmIK4GZAxo6JMBGeUQZP10IUCGwt/OcIa85IeBUy9j7KTOGPj1DPSICtfuieVvH6c+XLsgrD1/nAREBodJA0MGbna9D79ubGVzvuZxr9U7xvi+FuD0WLs39P6yfbveecBxav9hz7UrCVeifJ+D12ouXo06j9p8vB55YkDm2DlO/V+W1+9HNhwHmM3GfY4rtMjtAEQKhI7Fde+1Uh/oFXRPJZ93ZuMpI4oSxrM8FibzFjrQQ+uEO4aAPQLDPmVGcw0YifHJQ+PZcUbPr7yu8vTJ40iPu/fTjWXWKdxn12mQ0/vNiKL3ZSxD4JjXPKCqt7aWStfYT6cJ4tZxHUCaFM6FY+Lfx8K99ux7Fn3W98x46jOwxhhbetcdIZyLDvQW95WZtVv3sshorZ6xfcg82rWPRxPoGfdUKo+keFRDY3Dy5OVtJ13piLLahzhzfhdlaadJj3x6xDMg85o7rZFn1HCcjWPWbm8voxz+3flOxq+GnAjOq8ijuAzF6YdtZbSF97y+Gk9yPDAqzegWo161+UI6VLszfqX73m6WobZ5XxXFiediSZBwNaSQeZtrPGjMu3yec5bR7xosoywu41B0HqfrpOcsMuc06M5Pv5+Bz5mh+eW06ZE+zVHyON7XM7VP1j7OX89M8HnNNmV9zPDGj+iR7XR8unOQ9Th+Qr+slZPpHENznXioZWNkZWnOUvfiNep2GdT0X+fpGW69Hx55pwxz/LoeRB7ry2v4vTb/jssmS9u7fR16ZhngJr2CRzziEeX/+//+v+77+fPny3Oe85zy2te+tly4cKE88YlPLK961avK/e9//73nb7311vKMZzyjvP71ry+nT58uT3/608tLX/rSspqtrToANON2JFDJ9Xx9Ck0Jvr6oSZ8wJROhcuVRij5BQKahtvF9F5LOrGjckaH0td0hMzhcmDHNLjOqasZQBo7vzNjz9lAQZeVl5aottXfYl5ryOOQgqN1z49bp0A0ifedH7aARoN/qG9vItYW636fUj+lXZtj2KXhUhNwZMcYDSQMpa5P3gXhjuU4TwoUUcr+X1e3Gl9OGKyM+bzW2WX1MPeujvVOn7s4zJAgzOvWx9zR9N3Q4vpmSy3vqI9fD1+jcjaVMgSLfyhR+4i2j9Yz3ZI6FPmWe494HrvxmilYfzTpvFm04v1bfXNllyqIbvhkNZPzS5SCvZePNeSuozd1MOa7xTp9frK8mg4m/GnhZxDOfoaLNue+GnIC8K8NJBnyGdWTGpeMm49McV0/V9XJVZ5aWzDHK/rJNnPP+7ljDlo5Nva8+OJ8ifXt9TheUg46nvjHpM0odamWxPs3TjB/wmt5R3znXXZaoH5nBfRjQZ9S6XCXtyhHBeepyy9cP0zHvxiidiB7w8P0jFJga60Q9ajC7QmnJj370o8uv/dqv7f2mUfqsZz2r/MIv/EL5yZ/8yXLjjTeWb/zGbyxPfvKTy2/+5m9293d2dsrf+lt/q9xyyy3lt37rt8p73/ve8lVf9VVlbW2tvOQlLymHCc24HQBnDBlzoEClkavna55eFzoskxM+81r682Sw3uY+RZu/WRfX3FJJyBgW29AHxB3b77jN8KS/NLYypdIF9FjIlMrMUTHEEFyI+sfXanNsMwVNgruvzX1KMj2vwjMVMD7PccjGN4Mh5ZBjp/Lc4MjqOCwBk5WTKVsOVKC8vMzAZ7k+R7yPeqbPwz6kVKmcmjKQfWc7M55RU0TZTze4M55EWnMDjO+RHmv81MfDceht9U9tPKj88toy/MEVfL7vPC4zsrJyvXx9J9/wuerlEN81/uOKv9ZhMzqZ8VfW5UprjR/p2TG8hHX5+LLv/h7bRuPJ72fj5n1jvxmtGpJPanMGmax2I7hvTPughhP/SJZk97IxzIzbmtGUOQH0DulJ17Lyx8jssThxnsx9ADwbQu3JjNsxuD4oOI4zfa9Pz8p0DhmEHB/Sl8t5tcO/1xxUPufoMGc7dN/75TqGnuFn6Bzb2lj06UVZoGcZHfYowewKGbdhzIZx6vCxj32s/If/8B/Kj//4j5f//X//37trr371q8snf/Inl9/+7d8u/+v/+r+WX/mVXyl//ud/3hnHEc39tE/7tPLP/tk/K//0n/7TLiq8rjTZQ4Bjveb2MIEeOe5KrB3YLlxYfM6dW/w9ezZC9KVcvLj4Hc9ki9sFQ0pWJpBqAizz5GafWh/ZFo/KLCt4a0D8CYf6q4+no41RLrz9Wb3665++Msfco0HJv33M1duaKQuZ0GEdwiVx5WtrHcdBl/roepbyzDZn3z21x/GYGdyOmyGjwuvN8JjVLXxl47BfOs7GwueZP5+Nt9Oep0nVFL1a1J599HK8n2P4Ry2lzRUp5yc1Y7YPj2xTzcCvzWV33rgCp+e8feRtAt/xNFujzu8cx0xJyIwqn+c1Xl97bwzUjM2MFvUs+UimWPt9T/Hz9D/xGPJy3lcZ/J45MJaFPp7P3zUekuF+TJ3LfAJqDrIakC+TFkWPGT+u8cNaH7K/pB1/1+WaX/O+1figp5X2fUiH+mgHXNJithlepsf08Zes32PGamwfhspchqYyfGcO2pqM8vqG2lXjI6S7PsOJ40D+7Tis6RiUm85L9IyXw7L9WX6Cbx0HmFdO3xijU/fBX/7lX5YHPvCB5WEPe1h52tOe1qUZB7z5zW8uW1tb5QlPeMLes4985CPLgx/84PLGN76x+x1/H/OYx1yWphypy7fffnv5sz/7s3KY0CK3Bq985Su7T4TPnUio/GTH8wT4RHUPGiMsSifhWiOV5cpFpqAwTdGJVvfH/CV42pMrqH5dbWA79aG3ztuuMqjQ8vgJX2vBlCP2W8MU79AY1vhQ+KsNhIyJql/67n2uKQ56xg2E7BB5QqZQCH/uafd3+sCNDDccah742m8vQx+OdUYvLIvfBaRDHwM34jNjrYbHWvQga5OXqTTZTFnzaGtAhktmPbBdNMhc4fI6XTCz3eIr5Cn6rV3euRuu2hpHAal8KsZSFGWMuPMjvvuxZZmRnXnXXQnzvtGYDKARyXmud2tOvACeIUza5BgQlw6qLzNIFKFQajZT5DiWfYZTRm8ONaPIFdcM+uZ7LUXTnQmZoZkpibrmcsn72RfRdPng87/PwKrhK97xNFXikGPmdWdRpj6e79lNTgvxN3NcufGlecW+czz1PaP/DKcZv+V8qym5et/5qMsMb5d/z2RejcYyxxJxRD5D+uK4ucGV4aQm50QvmRHlaa7UMzKaqMmoPpmdGXhDwGcp26h/OP8gzyePjed13Jbropnj0NspuvRlISpDOi7BZUVNN3H5rTL54fzKxosyaxm8HmWYLRG5DeOSsLGx0X0cPvuzP7u85jWv6dbZRkpxrL993OMeV/70T/+0vO997+sirzfddNNl74QhG/cC4i8NW93XvcOEZtwafMM3fEP3icGOnHGBCwIyYwIFmoSaFCVuGuTCzyeuoPZdbXJDqKaUB7gBkgmATKHTs2RevF9jOC50XDFiCpwbuJlRqGfZN/VJeBVD0/dQ8MnUMiWlT3GpgSvJ/M5+OZOubRDjApF/JQTYd76fCdNMoc/qHfrwWZWb0QhpyxWGTLGs9aEPas94na70UeBmRmg27/SOK0w+rll0kwqUzz3RJR0X2TjW5lBtXGo48j6qLa7AeyRSBpzzH/aNx4/5Mw4Znl3RFj65/taVJh9zxzGvkc/28dEauELM8VLfnd+qr7U6fB5k41tTmDlv+Fw2r4UPOmBqxlCtz67kZs9RBpK+yZuFL6d1N3L4vK57RHAMkOYzJT+bE94n71umJGYysCYX2A/1S7jSc5J3wntmdGaQzdE+3Ogv50smd7xPbnhkfD57voafrB+cC9SxMl3L5TZ1NPJY4TgMHPJ1BRfULvJAlcdy+2iwr1/LQFaO8xb9dScV/0pGBZBvkLaEE/XdcUEcEgdZQIPynzyz1jfnU6Ih6pt9DpwMN5JjpIGaQevy4TjCbAnj9kEPetBl11/4whd2acIOT3rSk/a+f+qnfmpn7D7kIQ8pP/ETP1FOxMHk1xE043YEuNKZ7TYo8MlJpSj7UJnwOmvebrbpSsPVmPyuRDm+l4Fl2jrWqBIMPUtFmmPbp5RcDcZaq6fP0Ofzrnj30e1htfewIYse1JRcPZNdyz5u0DoPYHnkCX2e+j4c1PBOhbm2IUkfuMEfZUj50W8q5m6gE08OfcpODa98J3s3e6ZvTB3G0m9G6zLuOZbEex+Mwdd+YUyfOIfdkJKC61GVsXVnkUeHWrkHmfeZod/Hz8bivE9GDOEoM3QPi7e5kaG/dAIdNh91vNE47HvO7y1b55hnRHs1/uHjRP3Knf6EIaN2vzSqcsfKUtctdK02BqyvD/rqXFY/yuqv0f2Qo6bm4BvLrxuUy5w5fc8EvPvd7y5nzpzZu55FbTOIKO3DH/7w8ta3vrX8zb/5N8vFixfLbbfddln09v3vf//eGt34+7u/+7uXlRH3de8woRm35XAni6ezBvEwJTCAirDAIz9UNFi22iPPFP+yvfReedTS+1NTHMXwKSA8csvnvY30umaeV9/9LqKs3BlPv4WrLOrJvkrA+YfrnT31i22k55bpzH1GApULek8ZeY5+8DrHnGVIUMljSmEdZfkaN64zybzLntbmePSI49BHY+ZGncaR9OI0LoEe4DTJtpNO/HsN91lkipFV0VNc58Y5WeTChTHvefpvRp+kbZZFxYRLGmrzxMeVDjK1h3PRx4jRZTcAGbnV9ehb1KmUZtGavmfrKj3Viwp3jT8Qt+yvf3jd38nmDnHtkYra3zEpamwz62B7OD5Z2wjEv2iEbSIfUllcj83xz3Dt/JryRHWxTvIZGuh0XLAO1s3++9zlNb5H/BBHWR08coW8LeMFdI46//FsDc8mGUMr/Ovt5dxzmZ6V7RFGynF3nGf4JN/K9AaOiZwtQ3MyA/bX+5jxXMfBkBPD+V+GF/bFy8hoh+XGe0q19Xa5vHY+Qhx4+2qyyDd9c72Bji/WSfmZjYn3lXU6LUhX4G/yI+dbTE32D/VH8SWnSd3Lxjzj+Rwvp0uXb+R5jocaP2db+dfHwtvgY3lPi9yeOXPmMuN2LNx5553lbW97W/nKr/zK8tjHPrbb9fh1r3tdecpTntLdf8tb3tKtyf2cz/mc7nf8/a7v+q7ygQ98oNzvfvfrrv3qr/5qV/ejHvWocpjQjNtDBhITFR7fLVDKg7y/QwYnIRMIvtlJtpmCG56qp6YgauKTEbsRUAMyKRrKBBm2VMa5RjBT0jPPNBlvpszzeQkYKpC6R8EloZgZ5d4H/VX7hgzhmqeYQpHPU6lR+TSqqJzyfeLKlQ8KY8fZUF9V3ph3XJjye0bHgmxNO/uY4U5AuqFxO0RTbtC6sa55S2O5tm6ZbaJBwT5kONDzGlc9K3r1st2Z4OsMa+CKQwakZ84d/qaxru+s340NH1PeZ5/JF2k0Ez+u6PEeacaNwv2C8xIaiVk9fbh1+pVzwQ0o4rUmL2p8xBVBlcF28V2uHXXF2OvIlErhxek5Uyz1d8i4dR7sZbEfarPjqPaOQ2YA+n22z+ee07k/72WSTjWfBM7j9JvjN6Qj0IGR8cwhXLB9NadlzUAcahvbmH3csbEsOM9gW0Uf7rzxcdNv580OwkXc4xzKdDrXhchjxxhVTtP8ZA4I6nFZ+exrtvSDzjXhjvy+j9/RSPX6SPM13Lrzjr+p05I/Eh/Og+5pMLsCuyV/67d+a/nSL/3SLhX5r/7qr7r05el0Wp761Kd2yzi/5mu+pjz72c8u9773vTuD9Zu+6Zs6gzZ2Sg74oi/6os6IDWP45S9/ebfO9gUveEG3FHRstHgsNON2CXDB55PbgUxHv3l9TF0U0vtR0HzCs221Ovv6QQXOhS/L8H77WtlMsXEvdM37yPZmBklN4fDPEOyHITqO3QhxQ4j9oBeU+KQzhLiiwRdARZttcWUow7Pjf8hgI3hfas+pTRQ+FEIUVm7UZAYK25Z9Z5+yjXT8WbUvw39Wlkd/a04CV1odR5wrrnAJHP/+TNZvVzrHAumLBrlHctxY93bwWad19lVApTOrz9vn+CBehFeWzXoz3kUgL2H5tXcyo9Pf9zY7j8y+00DxvmVtG5p/3nZ+93R2V/b3Cy5/sn7WZJtfG+LJMjAoawjeFxp+LmepgNdkNuc+y2RdxKXXQbrhfFJf9D6dmnrf53oNsrHk85nh6+PBPrG/alfGS1lGbTyWBe9DhgfvW03/yXSzvnnubXedI2sfy63xRJ8PNVxlOlb2GcIbIa75UgSXvRmeWRffc9yPbceQDu1yQ39dj+A7NfD+ZPePA8yugHH7P//n/+wM2Q9/+MPl5ptvLn/jb/yN7pif+B7wile8oqysrHSR2wsXLnQ7Ib/qVa/aez8M4Z//+Z8vz3jGMzqj99SpU+XpT396+Y7v+I5y2NCM2wHIBIJPjiGGrbz27F1+gtD87MXMCKAX36O1/M2/nPzqFyFT/ANoFPC33lEb/bv+1pieGwtjIriZsRXgEexspzyl+8aOrxy3sZM7U1o1ZvpLJYXr8dwDWVOKNE6epqYUbaaEZulrdGTU+kDcuadX7XJwA4rXSJ8UvpnHNHvWnS/ZmDiOVVZmPDhN8cO09+wMPeLBlVUv2zeSUhsy5dSjXJzLPm7Emz/D9pAGawqeG44qV/zIlW6v0+lFfZS3nWtwM9obY3CSBvxvRg9uEPA66aIG3h+2Y6wymL1HunTj2XHAdqi9fuyZxqhvftd4l+OO72QKM8eZhpSi6O5Yq8EQ3l0Z1nfyC8eb4yCrR+9rTorfx3KUmPPxl9kZ7KM7GniPz6sdtb7xrxub/r4bgL7BXDbvh+RUjR+zjy63/b1svlKW814fr3F6y/h7xmsyZyfLzOrJ+Bflu/MQ3uNfp0fnLxk4rdJIHOIR7EvQaGaY1fihy1rqbtnJDK47OR9S20SDov9M36zpHd52/SboN9PNlekT7aCezHcy3uXXXO749Zp8yuTScYHZFTBuX/va1/be39zc3DtxpgYR9f3FX/zFcqWhGbcDkAnSZZi77nmqJI1EKjOsx8vjOgI3cLSulMqRns2EpDN3MbUAMsuM4Xv/Jfzc61hThMiQ3ah1A1e4Y5tqSifbpTazP1IiMqPAcZ6V77jjO14/U359TPv64WXqeR+DMcpmDe9uhLmxy/Hx90gvuk8B5eOeCSQqLmOYqytnY+YajdC+Tyb8s++uMOg9xx/bRSFLqCl8jq8+HHjdGY44hixXvIYKYM2Qyq71jZOPRaZkCDKeRBwRV9k7bvT2GSRjjYNsbvT91o7SpBU95+A81w0r50fOa10OkD/7uIw1jtzYy5RGb0etfz7+mbzIjBSVV6Otob74vNPHx0rPMtqoaxlvJx5q4H12/A3x58NQqjN+SFw5TZKXi/dJNuo+x13l8B7bTvy5sZDxOjdgM/7iY5zh0ecMeXOGE6c9N9xZ7mGD6wFDdRAPvvY4k3nUv6RX0QnoOkcmS1Wfgz+T6U9j6Njpkr9ZD2mI+obPs5rhm9GKy5ia4Z3dO6qwsxvcGXrmuEIzbkcCGZIbGS5cs3dlqDnjdfCohAsFevSzTRfcs5ZtnuQGkoAbGJG5uoI8xoDNcJDhs2Y4ZMpkn/fR8e5pXG6UqF+MQlH5pONhGXDhvgxeMgVPG0l5NME3RdH3PiOJwp3jnBl1XvYYID04jbgw6iuDuMmcA2OAbc+M9tqn5gDgGludo8oxcJp0wb3MXCE4v/C6XEnJDAfVX7uWGYZj6NdxdL3AMspJpvBnOM2cChmdsKysXa5oc/45r6HBQCNAiquXs8zYHRa4THMDJoBGrd7h++yjfx8LNWWVbaHRtkz/DjJ/vSyOd8aPSXsZD+6bxzUgjRxWX5apa8jIXZbn8LvzvWX7tayM66NN58l95fszQzQ/xJ89Ms0lBpyHLG9MnzP+VtMjaIA6fxui24xm2C/vf6ZnsKwG5YpEbo8SNON2AIaiFQ61icXIKBkOBS+NTn/XDdbaBlKe3uaevxoxe/SOhiB/Z6lqNATpxXXlvoYjCjp6cMm4aIjXcJxdzxSpvueHIGPe3gcyfRmmEji8pveupnHggoN90PhRWHFsXQi7Y0flO145dkNzqSbk+FtluaNGkO3+mtFUpjA4vXDe6lmeCcg2ZfhYBvqibF4255r/5Zz0fmbluzed1w9qKPUpYl6315lFcmptH/N9SJBnypZHPNw4caWPeL8SShb565h+DPVf7RTfzZy2esZp+zD616f8joUsGsRINGWrX6ejU3Mnm8djjA++3zdmy/DAZXDQx3t8HrLPzkNIu9l8y+R9VndtDmYGbkajXndNbyCdUq/KItHk8z7utT6zvr6+9UFmkGXluvGa3aOeJMgctZ6Z1BdAuFYGj8+ZDMe81zcvnC6zupb5e9Rh1ozbBn1QYyK8vx8vd+Ztp7HhSoeMVKYhxzM8lkO/M4M2YxBktmKC9NRpLQgZJO/zt96lgUQmQ69mLQpbW68azyqCmTFkf54p2TyuhMoyDeXMUKlFbt07y/75+s3MOI9xY8qQe5v1jkfkffyIK/WZigNTF9kORll8HLO/ATTufAdmb3+GlwyIR/fAZ0ZGpgSz/TWBLqdCfOdaU9GUp74zzTRThrO56wY/x0Fj5GvAeZ3v6K8b2cSnf3f88RmPqgVcuHD5b1cuvT3ZNd7T3Mt4mH4LeN9p2vGWfSf/8roJmUGf4Ynjmu2ALRzSOPLoGuk0a2vfR21zxc0dFG54OM/0j9OVeCTxk9GS6nEjt2/eZw6hTJGvGV98hkscnJaFqwxcRnu5Xib7Kx7gvD3rW1/73dEmPJDvUFa5EePj4W2qGT0+x4aA2VyOE84Lx4XmSiZHHD/ki95mnydqS9Y3gfff64j3s92++yAry50Qtbbzvs/b7K/TFOvJ1teLVniNgQs9z/LIxzwjzeV8Ztz2zV3qeXQK8MN+kc+73CY4zbgcIp5rbXOc+nd/3mULrxGvRx1mzbg92hC7dv3cz/1cd7bS7//+75d3vetdZXt7u9u96zM+4zO6nbi+/Mu/fN/l1yalIGOgrpyOrYfKsk86N9p806HaWXlUfjLh4Yo6mWCWDqt7ep6bKLgwdsOqDyd8zpWAABm2ZFoqLzMmqOTRwCV++oDM3AWU8KDn+LevX9kRL65Q8JMprN63bLMHZ9zO2Cn4JQDZHioxbrhqHIgD/mU6lCuGmfLmyjqfdxz6d44L1zi7YkPcc9z9eB3do3JfG2PhImu3zz0aszwrlmPG8xjZRlfGfY65k4hKe01ZobKt+lypEG7cSeZ0pedUlv/2eebznM9k/MoVYSo5ruSxXPbZlSsqeW4YZPj2JQBjFWdXmJwHs92ZMufKM8vM+LvzAV+S4rLMceLPOK+vGR1u6NYU2iHjlrwprskJqHJrvLIP/3qXfVQ9GR5Yvj9DWcj3huRan8LuoLLEk2uGFL/XFH5ey9qtv5kDujZ/nWd6/x0XNd7NuZDVk/UjK9t1EuJiiEZq7fRrLk9rf4k3OsNq7R/THs7vvmdZr57lMTsCtYtOJOojNVzUIJPrpMuMDwgXGc+p9c+/e78yRxD7lJVVq2uZ/l/PMGvG7dGGW265pTNmuVtXHCT8nve8p/v87M/+bHnSk55UfuqnfqqcPHlyX3W4MBzDrHxSZ4yXHjc+lwlECQN675ianP3mR2VlUGM+mXIshu0CVc+JmUsppqFQcwTUlBA/gNuZpoAKgBu3VACvBNOqCV22JzPeaASSyROfrtx72awvUxyycffoDHGnaz52vpvnGDzKaB7Cl//ODMn9CD8vX7RAxdUVR+2onc1P/dU9Vwi875mxEVF7GbLc9VrleUSFCnZmuMdfrf+lglHzzAtYT0ZrmeFEo3WMojfEczIlv8azMmNX+MkM2xpkkU++V6Od2vcxCivnrysby/Dj2u/avTGKqt9jur3us6/8vSzs552xwL5SZjlf5XX1V5ka3teDtCODmpNn7PtXEiiL9LsP6FjSb34nvRwEnwTK/r77fs0dYeTpmY52EPD509e+MfNhP+1xQ9t5pMp15+3YeT2Gr+wHDlpepm/sl1cdF9hGpmPfM8cVjrxxG4btZ33WZ5V/9I/+UXem0sMe9rDu+jvf+c7ynd/5neU//If/UH7pl36pfP3Xf335kR/5kX3VkRHIspMmM8jEYN14cYHsSnKm7A0pdmPAlXo3NjNGSaai92j86rcYv0egPEpCxdwV+ixK4MKYxolwRuPBnQAe+RQeVD6NiRp+3Wvpirfq98hD5jDhONCQ0hgzUs/+OJ2wPDduvc309GYGko8T78so5D2Wy/f7jC++63ipGQSu1LIvMiJZPtNNs3VISk/UcQo8VoHfM1r09vLDpQNZ9NYdUt4v4ZMfjldt/vhYCze33375b9ZJWiMt8ZnMMHWa9Q/Br/tccYPQn/FnXUF1w9VpmO8Sv3JixHU5DVgGeWLWZx935zvOPzNemuHVxyn7y/oy3JMv1RQep2XizGnNf/M73/Wysva4I0Pvra9fkhueeeP9Fq/xdpN/Z9HaTFkfUuCHaD5z8NSeZZTJ284yWB91Bjrd6PTJZFDWj4xOhvBDcFncN/7820eHtXr6dC6f11n/KOd8Lma8JOMzYz5sD41qBz0bxxPq2ezjPLEG7DfnSEDgmnt9cN56+7ytpFPyTNKZ3qPc17WMz5FmvZxa34jfzDFIh3N8mEJN/NQg4xNHGWYtcnu04dd//dfL4x//+Ltdf+hDH1p+8Ad/sKyurpYf+IEfKD/6oz9aXvKSl5QHPehBh1p/bcJkRJN5CrPJ6sI+Y9LOiA8T+oS3G77x19NsXRkkMwvIlM3McPA1wEx3pbJE3LlyRyZfS+vN1uT2KT0EV9gcKFz0vP5mQsJx7wqsG0yZ8a56nbYoaGj4cFxptHLzMB8jjqned2E5xiN8EM9qNndID67gSlFWNFqGLA0bP8NVdKcoD8vMFAPiPqMxGbW1NfM+v0lfblDTqZDNFbaNkRmd9ZxFcN1g6KMnfh+j8Pk7fcql6Jr3MqdNNnfcGeVGGMvkfOTmb+Jh5EN6z5WlDH/ZvHS+TWPEfzuOMxnAet2p53jnXK1BZoz6x50njiM6vLKys/GirMicOZQd/Esew0gc52XNIUog3lh3LYJZk9X6m13L/pIf1/ikR9i872yn+s12C7cZuJzUNbaxNr84dgTOlcxY4NxZhvcvKycyPcvlq0PN2cTv2Tysja3j3vmS/oYsEC1QX+HfrF99fSf/pBymge8Od7bTddWacZsZgmPa6Ebx0Hs1fLN95J/+cX3L+0X+Mab9RwHmSTAqe+a4wpE3bjPDlvA1X/M1nXEb8KY3vWlp45brEQ9KEM4Y9lvGsrCskVF7zpmbrrF8V8j5nDOfAKYxy6hgm2mMyNjwtlKYUyiwXjd6h7ygWd9r1/vwWlNkqbTRWeC/3XNb60umAPcJct6rKQL8nTF+Fx5jwJVW4kJl+nzrU4xr/eJvx7uEPA1eGZ6umPmzpD9vK3+TxqhA+m8+QwVT16kgOf1rfuh9N95IY8RZZmQ5Lbly5TQp3GT04oawK1lSqvxdbwvL4HhmRrH/5pgP0U3G2/ks0w2dj7kC7OPpWRWZ0epznUroGCPXacr7RBzwezYXGZH1DbaUvVAzdgP8r8D5g9ML55mAxlrmUOhzVOgv2+l95rtOA8saU/sBp1NBZhTqeT6T8Wk65gLoNMjmRtYmfs/kiM9Xls9xcXobgiEdJDOkhhwX3i/XXa4UZLymhnuOHX8PybmxNOpj6HNN93yO+RzZL7isp56otlD3472D1Ft7t+YsY73HAWYtcnu8IdbgCnaGFpMkIMHtCtUYGBJGhIyxubJUM2JYh0/MMQLGjdJMgRIuXOEkoySz4vNKicmil4QsopspYHo2wx+/e9SJfz1d0JXyiG6NYersbwaZ4pw9U6MHfffIgPqQ0UgmPPWuGz+kR98cjIaT7vt34sAjOgFSiqmkSvmi59hTyzMcjPnr39U+0k8WfaLyrt0m/VPrX6Z0uUHDFGTRXpYa72Pt85xzg/OFUTRX6PWspyU7/pzPOG5dEcgU4VqZNWXCf2fPsI6++zVw3JAOSec+rq6UZZDNy9rYc272GQ1j+u1/fYwcvDxXMtXHmrFLfHBH8mxesJxaP2rt5Xssmwpwxg9r4OOZGbXON13pz2CMvGE/2T8vh/zTx6SPv7D/fb/JT10GZrKRfa/pK+yPG+O+hpc0xSwvGljqN/taMzQcH3Tg6Xsml1lv1qdsjrBtyxo9lLdZHdn1jLf2vdvHJ/x75jjy77Vr2fM1WeS48nnnjhbxYI2LpxePAc4jtYd11fqeQTNujwcce+P2DW94w973xzzmMUu/fxBCHzJsPOKo51zgZsKyNvFr3k8KTt6nAMqUfyrOrizze9YWMis3YDLB5cLQmafwwLaSScZf1aX69VH9jJ5lKUAqU23V3xodZMKrTzlyIeYOBf/NZ105kYLiNNMHmULhgkGKZaYE+Pe+dCDhTo4NF3DusBBkigmVz8xIYBvoeGE/JURJW/Fb6cZSyvjRjq0SuExN1j137DgOfL2gUpDdyaJ3fZ0raYH44jWVxzlLPHCOao0X8an+E5f67ePB9mR41zOc704b7F82BzLaY3/G0DqfpeLMuvy8aeFPuOT4Zn1Ru2qGA8d0bN+dhjOldQxkCp3zeDpBfE06jdi4H0fD6VmuQc8M2xqedN2NsYw++vrrsiy7lzkrXK44ryBv4m/yHPaNvJP3nfbZNpedHA+/N6SIjwWXEZQdbhCPHQNBzfgWz3EnqdM0+fSQYevXaGgRlz6fvUzqJsQRv/ucydpBxxjfdX6RfffynE76cO9zit8zOs1wTrno9K5++zwi/fK7y6Ia7lin3lmm7zVHQzZnnB+NnUvHxbjdTk5zyJ45rnCsjdvbbrutvPSlL+2+P+5xjyuPeMQjqs9euHCh+whu3w1vSMj7hKtNzIOCK+1jBT0nMds75n0xIwqB7GgVMq5MIGVMx/vldfo1Knesh3Vlyp/jzb3otY2m9Jt/+V4mhPv6pXdrz/h4qG01hTDriyvTfH5ZGPvesuVnAjXAjQUa21l9bjxluKExlBk8buQGuLGdGY18V8DUZDfa9Xw2Tpmx4wqx183f2TzO8MA2UPEgXjyBhamsjudavRmfysaMv32MMmNH172+mpE3RJeZ8ej9yPrAdmf0mvGOzPnk19iXGh73Y9B6O/UuDQwqo6649qUg1zZi6zt+qw/66GpM/+h00D1/Vnik8ZHhyOt2OslomPLJ55I73sYacDUjrIZTNyJYDw0Xx2vGXzL63w+/P8j9Pshwpv6x/1znTWeBt2OMjpK1N6Od7Dldy8ZgGXntRudYyHh1xpN1v0Zrwp3epTyhM4Hfh+awyuXYedDCy+f7NfzpHpe1sYyaLpnBGKfpUYBZi9weT5jNZuUrv/Iry3vf+94uNfnf/Jt/0/t8GMEvfvGLl6rjIAw7K6ePUfJ7H0EexNiOcrOjIOiF5XXVV4vq6H5ffXzGNzhwhXdIecq8mO6VdqWT1wiucOtaAJku2+zP6XuGt6ytY/vi9/sMoAxcwKssChbVVbvGsvicPplgyhSyDGq4yYyiTFj39d8jJbGZB3dJ5k7J8dEmQxG10jNuCFCoqi1uxNLI5cZfY4DjyrHi2tVMicuORgiIPhNqRmetjUP0minM7jjyd4bmQ43GxyqKKpd0mtGhG0U+tzMcDfEU0qZ+97V/H6tnLiu/D2pGoRvdNOwzxTwzkmrtGBpn0rWPveNuGeiThc6Xa0ZLbbwDsnmcyYw+fiiapDMqa8dBYKzTYdl5RYeP/hKXlBv+HP+6ke/XMoO9RrveV5dXtWsZcGxq5Tsu1J4rCTUHRcAQrjVGY9roxmvfh20hrvpw5nVdCUMro8exbTrqMGvG7fGEb/mWbyk///M/331/5StfWT71Uz+19/nnP//55dnPfvZlkdvYfIoeXxfgh0UYrrA5UY5RmigAuGPhsm3IdiQOcMFCBU3v+6HhNIgdhtJ4+piv18v2OJPnroEerXWDqGZ8Cmpef2/TWOMs62vNgKt9+uqrQTZWelf0TsVDYyW64i7K+vBdRnxIR0MRk6wPjp/sN/962wU00unVjY8MWKUMy7hlejKvexRL+KTwVD9IazVnyRBk3vKsX86TtNbTvf8ybl2RrdFcpriNMTKXdUZk17K57m0ZAyxPtNpHuzxGinVzTNVmOS30O8Olt+OwlCvy5yw64XJBfcpSC7OorEd8a2lv7vxk38l/hSPiyvGkv5FI1Xe/D5c01MWzBBxTGZ4ZDWZt9T6RJl1H4HWV42ebqww6XWh8uQx1B4TaxvaJHulgy04JqDlm2O8a1Mab9EDe5H3Xb+JJfJa8WbyV15yuXdboHZXt9FEzbMlnfb5k9TOSSUMwk18Zv+CRVxwDPZ/JRJcxrKe2h4ju1XQGx487Gtjv7K9/XGfIymb7yYP1zFC6bDbP9J3tzp5Zxrl+lGHWjNvjB9/6rd+6F6l9xSteUb76q7968J2NjY3uMwTLKFR9yvyVgMwDWqvPrw8pW65YjoH9vDO2XMGQZ5LedRoarnQOTfIr5ekbooeaQnelQEImUxwlxD1KSwMq83S7gsHvWWQmUyAJ2W9dY9uo7Ph9RT6zOl35VZtd2OtZ72vNsBkC4krlUeA77sbOrwxffU6XmkHGZw5LQGb4qdVde36ofCqDfWMimqDyQ1rWb/2lAunKI51qWZtc6SPUHEHZHHLlmkaoywNXTGvXed51TYYxY4X05PPWeW/tWeLZcXhQnuf7JnhdNCQy4zYzUIiLbLzc0KJST/7EOZwZH3TUOR5qu+brPd8wirLvoJDxnkymEjcZjxfd1Xi2G8j87nTun76xYTvc0V4z5NyYy/Qt72fGL+LDpWORFZQ5Gth/XXNe5nNG12uOCx9/ykWB644uj4lHpz/yEMdvX7DDwXGezbmsLW7Y+nVdc2C7rpSud7Vh1ozb4wXPe97zyr/4F/+i+/493/M95ZnPfGa53qBvgu9HeTustmQClM9lAqb2zNBvGg21Mscq7wJXpGoKA+uvwdg+Ltu26xH6+kSBSoFFgUZhxqN1GM1kXR4pyYwHfc+UP6dTNyh5PVMIuZNn1hc9R8Gq31Q2+T0z4g9DiRwLV7OuowSiwwCOee1Z9+rXFEc978roUB3XGjiHeM1/j+HHmSFLhdfXcvscYlp9Vv5h88zaOKouOrzk5KhFmzPj1JV470tfxIjHTZFms7ZnzlpdrzkLl4Exz/fJjMyIDVD/+5xoNC4dMrxcSyC/r+HCacHlRGZ8HybvyPSf/ZTvx6FxrPwYR4/ELtPWqwH71eGOGszbObfHB5773Od2Bm3Ay1/+8vKc5zznUMrd70ToM45cKQiopZTwe02BorGYGQAZZN4qLztLt6FnlGX5bxk59JzpuisHWXmZounf3Ujx5/YLfd7eMdcd3Pt4PUCmoPE6f/t39YXjWvMOO7jS69+zevuuexmZw2Soj7wuQU2jNj6KlGgstVtygG9ck+HN250Z6UNRhwyGlMzrRYD1tSObz9l7Y/ri+KCiRfrVmPJ3Nk7ezjER7oNATYHPois1w8ojuNk9571ZtFAwhg77op7Z/QxffF5pyUNKcq2crEy/VuNBtUi0/2WEiUeYqAzHPT/OJ2tnFDt4pNmNW5Xd9/FnvG19dC26ydaGOy2Rbjyq5tkG4rW+u7I+LkM5p+mI9Pe9bdSV/G+WZlv7DC27kc7kYy65ovafPn35sXC+uz7HSc9pvK8HI21ojro+2qdLeVl61nUnr8/fGYuXbO5fDzg9DNgesRNy2y35iKQiK2Ibhm0YuocBvoZADCpLQ1lGuekTTtl3/h2rAI5R1LLvNcjSS7LjjPrKp1Ds83S7odLXR+/rWAX4elH6xwAZfyawA3j/IH2rGX59z3O8GJkZgprBvx8Bs2ykfex1pyv2z4Vsn8e6b0xobIxx6oyB/Rq312Ju9PE0XhtyEGUp9bW+kGbjr9ZdjzEuvI3XCziNZrKMhgfb73S3rHGrep0nO2+uyQkaAwE6MovKaja2nOM1I9br8vZ52zI89tGoL2Vg9IpGVVYnDTP1Y4h39ukMQ5/sWe+/R7UdpzVwY2SscevXMnzVDN5sXLKlJYwc+3t9skCfzLDN0mD9b4ZTgsrz9no7HZ/exqvFz8c6/g8TiM+hviyru/j3642n7xdmLS35eBm2Ebk9rIitM14xKv4dmhz7Nb6uB+hTCvfL0PZjOB0UPJrtAojf/RkJ0KE2c3yzclVOrW3ZdX/fBV9fG/pojQrkUGQzw1X2+0rAsnXU8M8++HdXXnwDHUa2VMdh9N0jbq5gDzl1hr73zRvvAyN6uu+pvH1luQLmRqP/HTOn9zvva+OTGT2HCW6A1dpAXPWtA6vxitrzY8ENSZaT0V2fEZAZleRTbhjWDDveJ7A9bizxntMby2advJ8Zbxl/7eOjQ3NszHP7gYOWdxjtqZVRc0JcKRia131zMZNpNUOWsoEbr2l++OZYAkaShxyaPkey1PSML2guZPc0Dz1bI2tLhosMN7ymOhnFdp25ry6nE5eLNaeV602ZU6EGY2XQUYdZM26Pzxrb7/3e7y3PetazDrV8HQkSUPOAkom4kM9SfrKI7H4jtjUYO3n7lHUpQO7x7GOmBHoes+90FATUvLAsz/s3BjeZkt2nAGf3xwjRPsg82HqPylffezVv+pC3vcbAVO/QOPbRh9rN8R1T5hDsp4yaI4FjT6HpH77Ld4g/rinmutxa2qhDbSyovHt7hpRmNxh8LmRzo69cNxKyuvj8kHHg18b+HdPuDDjGffxtTB1jDGU+O1RfAJXdPppZhv6z8fd7Wbti5+z9zNVaP52+l436sf2K3GZZUkP1jmlLRqPLyFi2m+WozexPLZLOdri8PQgchjOyzzCsgbe/T39weZ7JXBmHfF/zh0Yb2yXDMHPO0lmpcXLZVTOa6PRkvX24Zoq06qKOF8/GbsnZCQSSL8omyY5pHKOHEdfLGDPZ3CNt0xDNjF+9Qzy5flAzbsfQa60vNYcbr/XpSsclVXfWjNujC7feemv57u/+7u77yspKednLXtZ9+iK88bkSkBmwbqhmxi7vc8ONTClcBmrKsT+TRQPcCMwMA4J71TOmW/ueKWMCT80ao8Aso5Q4ZO/W2ndYTKFP8VwW3IBW2R6Fo2DJotLZWPEvx9ZpaMioq/XT8XAQBS9rv/pKw1W/+wxdzlEXkDwaqebp1vOuuLsh5P2vGSuZIdtneGaQKdtDBmutDvEqKmF8nxkumfOvT/HYj6GRgRRFL4vtdlzw3WXAIwosz+fNYRm2qqMmLzJlXePCcfN7Xi4NAJZVo2OPBGe4IThvqI1Zrd/7/d2XhTWGrtyYc4OIvIYf8jrPnuiDITz2PZ/pBbXy9iOT+gy9DC9ugPbx0Sy6qeukYcergHSaycD46MzzuMbvfbIswy8h43nuMHXemP318rJ7hwmU+ZSfGe320TPpOtM32JeM7yxDhxwL171ZbiZrxsrPowKzZtweXZhhZOL7+9///t7n77zzzkOplwafQ9/EcOZGJpdFeJdtkyBLL1zmfTKYzEOZeeeGGNVhGG8HgaztY3C8rCJxUPD21QzH2njzXb/m92rj6fSjv66s8fk+j6vT4RjjYRm8u1Lo9Mu6mEbWZ6R7+fqwXdx5ueZY8HK8X1TY+hSjWruGnhkLtTJqhmemOLhTzpW4ZYzb/c67PkUwA0aGDgrZPNRvKnl0Fvq88etZP5ZVbmsGIds1hnfwbE5Xivrkx1gldcjx5fXKgM7m5pi//v5BYUjOZYYfDd/MGOijWTfmyJ/ZPzoy/DdxkOk1PoZZP8b007/3PXNYPIu/s/Izp4Ou9ckzL5c0meEqixJebZ2CNFGr2411p0VPPfZjw9zx7XTtdKpnCMsY9Ms4pDJj1uXRfqLb1zNstw2lji489KEPLfMrzCXGKJBDCtXQ7zHRxythILLMZdKhDtqWGi6zDXrGvLssvgVijn1ljjESDwpXU9B5fZmwqym6bgBSWO7Xu3qlwduWzT0aJaQJRmY8dS0rq1ZHX9v8d6ZM8tk+uhzTttq7fb9rZbmioGtsx5hU+f3M6T6ovStFk8aX/rpBQMW/z/FxUDgMvr6MceZj6kfd9H0n+PXMoeptGuqnR3qHjOLMWdLXxqFshWWBvIHt5HzwSFTNeXm1ZcCVhKF+uqHlz/q4Oz7127/rr/in6GOZLIg+3Sv+8oioLCp8mJlkVxKydvU5l7Lxy+RmX3lXmpd6m/k3u58ZvMfJ4Ju3o4Aa9MHFi5cmAolFaTCMwFKx60s/zqIe+l2Dsd7SzCOaKVDOZNwD3Peuw1gFiAwnu+cpgpmy4ozWFaIspc5/19rI+2JwmcAa6ncfwxjyBHuEM/N6D5WVRUsofLIUSL/v9XqkgIYeldlMWeM8qEVLMpyN9aA63ng9Ww/k9MC2xbjT+0wPM3HqAj7DX/Y8y+Q9/11TGIirvvlVw5PWWdYURkHGv5y/+ZIKtisbX85N1l0zasbgTuCKlr4zDd3v9+F3P2nxfe+MWaLRR8s1PnVQAymTT2MdET5O+s104mwuebt9PFSOZO8Y/p7x9iutuPFcT0atuOGQXyMv8meEA/IE0rDXm6XHunGXffyeysqyyTxtU/3lfHQ6IDh988g09iXDC/FV+606eH2onL6orfpKHHjZzh9qOpfjqIbbu+66xEP5N2QRr+kYIH82ymVqM8cyW+pGnYa0I4Nd/XWjj45g58McD8pMx7v/rUGfY8r5X2akZnLLZZiPiX6POeXhKMBsxFFRxyVKnUEzbgcgGIomIhU4MhNnLs689LyuLyt8awpd9n3Ms1T6BX3M2qFPid6P0pUxUbajL5LA326I1pTXrL19/VgW9mvcZs+OHeOx4+8GWTb2NK4ooPhsVl4NB9n4On4zgVVL81wWt2PoWfMzM770VzipzRuCX8+MtD4jN1NqMyV+DH37M9qox9/vE/T6TqWADj43fANYVqYs1frqv2vG4DJziVAzlmvPZnNrjLFGqKXlZeOeGbecC9ncIm4dl+yvG4TLQvZOjSfTyPI+uAHH5yljnf6X5e/LQDZuQzzUjSx9aMy6UeufMe0a088ab6KBQUWfc5e41zVtnDckgwmZ4edtEo3rr+OjhlO+6/dVR83hwPozuZb1g3LI5407WZy/Z/NOuHPnnxux+usfv069s+a08GBBNnbOc4Qv9ZG8bQicr9X0k8xJkD3HNmVGrLfR5dmQjjrm+lGFWTNuG/SBK3w1LxCZCj1lB6k3I8zs+jLM51rCsviggOFvv18r/3pkUkNjdTXGfchIzjyvfULqSsAyiutYATz2Gf7NjNsxkXZXwoeEu/8+qBEyBrJ5xTnn/M35nH670evKW/bXx8H55TJ9HvtsrT0ZjrMyrwStX2vefSV5JCM9+i3IcN7nuLyS/J3z7CBjMUaZrvHwvrqXUdCvZxjT1v3oCA4HlZP+vBv/Wb0+hu4cpZPQjUw3XGnk8voYY9Z/u0E4FtTng/Kma83f1IZ7IsyacdugD7i2whW3jFHpuf0qaoLM8OBvGiCCLOVjKCpHqEWhakpHNjE8WqPvqr8PF5ng6It0H0WmtYxxu+wYu6fevzNFc0w5Y79nkHn6+dfnjgvoWll94J5g0Zsbjf7OUJl9vyPFN7ufzVlCNi/d8PWzE/t4gve9jw9JQRJ4tLbmtPOP3nWD1z9ZW2q4yeg243dyILJvHO8sqkLc8p4UOc4PRgR4vUZjTFlkm32+DfHuDCccuyGjhu2u0W5tTPrqGHqu9qzSIjNjoAa1tW8ZjffNiaF6xpbh40Sa0tjye+YUrPGyeFaGjyKrbAfpj+A0zvt9/CLjxfqb8edsLi+rEGd0Tvy4PBqKimdR22wcsvpq1zKeQaPWjcWMt/G3Zyd5xJzfb7/9csM2PkxBdmM3czDWdFPndYRMPyPUaKDv485f8kXP+sr4oI8LweeGy7CafnklHcTXM2wjQ6sGxyUFO4Nm3A6AGIugT0m7GtAnKGr3/fsyhu3VhCGl6mrCkFKUCYuakOD9Pjz3jUufcB4S3H2KBP8Ole3lZn3nc7Vr/OvfvY6acrcMbrPrYxW1PgeO2kqhSyFfM7Ao9FlOzTitjUOtT31tz5ZIDCm6NQN2yOjl38M2bp1OGSX0iGHNgaPdrt0Y5DOuHHLe9ylNWduH+rzMWNbw3HcvU9D7/g5dy+rM2pr1p6ZccxyyjV1YjvOFIQfBEGR8oo+OXAbwu3DANnp7Sad0qLAsXc/wV4uK71exd17sjhKPBMU1ntlckxW1+esyqS/tmN9pyGZl+XVvD3/3fc/w6w4AfheuxAf9t551I1RryzODlsvd/LeucV6zLhrl2Vzo0wEZqfbxzfQJfiTf+hwVQ21Ylmb3e/84w6xFbhssA0MTyYWTGzwkNp/INeXcGa97xDKDxcunEPV3vI4+oLHhf2v9dCWffw8CmXFZw2F2r8+bOXQ8SKasZ4rgMoYvx8SVYwn9mhDyezXjgH2rGbJsS6ac+7Wsv24A8hoFvxuEGY768Or4q10fwv9+wZV+tpVtGvqdCSP+zhwFh9Xuq/H+0NjVeIV/v57BjbSMb2fz6TBp83pV5Ma0az80NYSzPh7v1/r4XM2QrTkvWP+YdtX41GGNZ2aw6XrwGRmp/JA3uw7Bv15HVp/LFxqePJaNBlPNoOX3TO/JNqkKoJwcSxNj+ZYb/5ks4MeNY98Qqra/Aeti3W6Iun4yNFcyXabvecctgYZt5mjo01H79CPXNzPHhdO3xqSmKx62Tno9wawZtw36oOY1dW+WwCdeTSjyu+oYip6SEWgiZ0ZBNun5ne+NUaj4fBa14vWaYsd7fYZLpsTXGE6t7bVInTO/vokdB7gfJKK3zD1CzZNJY3us0p/RIceHaVeufDut1cpVe7x/ThOkk0ypY19rihg95A5991RPH2T05wqDP1ej3THGeDYvx378/T66dyXII2KZ4pV99gP7eY/KiFJaM/phdMKPnnGewe/Z+7XoD+cLn2V5mTMpu+/tHzN2GW7YJyrH+4neZkpyVn4GNZk4Rp70lUHg+FNWkjdRbtb4WVZvTUb0RX8zHuq0Fe9nvJDtZTnsmzubh3CZOWsz6ONh3kdvb1YudaJMVmT9cLnSF9Ubuse+u8wgP+B1jdWYeaY++vdahkstKjsmAybg/Pm73/M0ZS8zixxn7eYcEO/hfCGO+K5HbjO9j/gnDOm7fM9pJ5sLmU5IPsp+ZXMg0yH79JHjArNm3DY4iHE7NJH6jDN/r+9eZmD478zo8e8EKgrLtG+oT0MGaeYtqykjzoCojLJ/3r7sebZL313A66+MWyojAWSq2fs14z1TehxqkXTHiRuNvmGF94dM3z2oNHTZBt7LDF13rNSMfRkpft2NxLFCZWie7BcyozUzGjJF0RXcrFynjyHD1o2mIcOfY1j7rfp5PIS3Ofs+VmHYzzNjnDvZnOJ4DRmKNWOU96gg+djUxoLlsZ2MDnFeuVHD3742dcjA8DHkc27AOr6y7w774fEHmX818PGvjXXNMM3aVFPIa0Ze9qzqpDFFXJPfx/ds52dvD/l6H//PZHufbMnG2Z9fVsnNjEU3XgV9Ednad0bpXNb0Oahd3vhc9ns13qL6so2g9D07DpLXh55T3ZGW7IZtQJaC7IYm291H605Tzue4a3XcYzTdj7aK37zGe3oni9zWgjHej9q1IZ60X16WPX8cYN7OuW1wUMgMNArlTGkZYkrXKzhjyhQK4iK7VisjU6apPPBazRCstWksI3XjNmuP/vp1Klr+vEccsrZk9/dLG8R9ZpxRoaYArG0A422q3ec41xRq/l1GqerDRR9u/d2DMPQ+Q7bvd4YvKqmZp7pmEPtGdyyv1rc+g3wZ8HmdGX9sa6bIDBlNVxK0zrbPaKxFYx3fMlocJ56J4+MyZMDLMMrmcGbMuBJDp4XqrinEYyEzqNxpln2v9XGZOv27fvfxydq7Lgt8nA4CY/vnTmXRHN/vW8uqNo+dx4etwA7hmp8AGTnEMx1AMqT0uxaVzep2cH2qzzDKDH6fL26MZtHT2u/a8zRUAxSl1Xd/l3X3geM4c9T5uFC/0ljQUKUhy2s0elmXR969zj7DdlmgPul1UDYxIFEL5tT0peNyjGkNjktfM2jG7QioGaBDCv9ht6F2LTOm/Lmah3tM6sJRH6foY7aG9nrq9xihnV3LIlEsyxUppu7pvSwdKYvWsozamuRMCA/9HnvvsKFv/lyNdhCPHKfMGUZngN6RoeZtPwyoOSOuNNSU06F3BKJnKjt9GSqcD8KtX/N2MVvC50vm0HCe646J2o6VNYPU51hftH3suI1xilwLGGrXEL1kjqGanKjVUys/47mcp36fdDiUNeXjmzl4D+r43O/9oXZkBqVots/RXOvPWPnRp4ONzVLL5hX5gKcP+0eGa83A5W+Bbwp1pXiu8zdez7JdMif1WD23Rhc1WvHvWXljnmuwnOE6a8btPRtqTDcTmFSuKODc8+7v6fuYieuC1JUkFyCKMOge3xvD8PsioTVj0vuTpUAOpRzWGGnWvzGR3to4ZumbGxu5Z3fZftbSVP19ChLSio8bcZMZQd7HvrFzXGXpX66Yexlepyt1Wd/7BKa/OyZiUxN8mUHCdvr1WvRr7DvZ79q1gMCr1r+6UVbzRrsx5BE+4sB/C+9xfFGmvLCtao/okU6QzIBzJ0ufp36sQF3GAMnaUzMAM2OYBgjnluaI5oHPmb6oAWnT1wWLH2UK35ACmc0dH0caEzUaqc0V4qxP9jH1lvSRRT/2ExHJUlz9Xvbb+5KlkXvbhmjNxzczcr1uPVM76sdlIcvwdjru3EHJ+rJ5nRlNpBHSkNNI1j83VD0Fld9FR5w//K6+8Zr/dTz1zR3xVN7n8zW55HydOCEvpLFa+9139je/B0R7fZnBWN6nMXB6Ee54X78ZZc3GwyPsHg3uy3RQ31V/ZlBnOloGffRKByN5HPWnPj1DdJnpNsfF4Js147ZBH3ByjxVoznj9Wp/iciWAER4ynICagBXU2tpnRGVKdYbDmuE3hB8X/j4WmdE8Vlhcacj6RiGYCdqAPsHndOZM3I1H4keKB3HaZ5j4NR+LIQXCle3svv8+yNhl9Vyp+besoKgpkjXFPHMquGPGeZQrvAG+82ZfHzwSWDMSvU4qt1lbHA81GMsTloE+Z4MDFX83ejPDVn99rDh3/d0huZKNaWbIZMpgZtxmz9X67/M7w0+Gv2zOjnGkZktDsrL6eFTWFvVjGaPhMJ6pAceLRq+ADiw6p8c6tZzPOc3QGKjRyNCcc9rPPkxn1Xc3dNwophPN5Z47YJ2vZLLRjWCfH/pec2S6kepRWN/pWB+V22foeh1sl8vqTIdyXAic79LY5ZjoWRq3tbk1RO/kV5mDvtbuWllDssn1pppudU+FWTNuG1wJWMaIPWwFjsZrg/3htmZ8Zd+vhAKetaevHldw+owfV3IyyAyp7G9m8GSKBH/3MdTs+cN0TFxPwi7rW9/czXA7hOsx9+4puN1vOd4vRQtYzxgH29D8qhkrfp/1ELJ5lRk5tfev1/EeM5YHHW/vy5Di3fe71p5aG4faXksb7WtPX0YJDVk+u4xscBqn0elGWc0IZoq+6uN9RnRZr76zPex7zdjnd5elNSdeFnHNDFg3eDO8eh1XG8bS49C9TF4tS9tjjNurDVdDj7uaMGvGbYM+YBqGM/8aQ3VvoV/LBOnQxHJFx9vgQG9ZxtQygZlFBr3PEmrLQuZpraWS1aJD/E5Pdibcl1HismcvXMify57NPL41r2KmSNTSaGptW4b5Dnmza5FBH+eM5vxaRhu1uvueEai8/TLgDE817y+f92v+ve93rewMPCqhd5yeao6EseDtC9oe2+Y+A6rWt4y3EIaUGl8P1vdOH+0sC1m2hJfJ9sV3ZsT0RS6zdtYU9P3CGNnRd31Mml6tzeIdBzUyWe7QcWxe99A1ls3fNeO0773a3BYOvVyX8c5rM7w5T6gZd1m7+8a8Nr/9e8YbsvukfZfzjJZnRi7fqT2blV2TQ0O01+ck6pO/brhmBqs7DTIZPxYcd33PZc617Le3XdcoY3xpG8vxdPPsL9/zMrLyCH190LXa74w2azpWpqPV6jjKsN02lDracPbs2fLf/tt/K29+85vL7//+73d/b7311u7eC1/4wvKiF72oHAUYmmAZEY7dICEUsGzTkqyeTEC4B/WgEyJ7PzMQvY19CoUrCv5OnzPCf2epmy4c/HfN6HbmerWN2z4hEn8ZhfK/Y2jO6cW900PGbvYMnx0yEPtgTCQru+a/a7SZjVtWXw14LzPoxoAru7Xf/B5rbnmN9C8FzWmgdr9mGOx3zA5TuVi2LH++Rpc1eqhtDDXGOL+Sxu1BIFvbqe9DhtbVgDHrcYeujzFus3fd8cT33LAdqiszhrPnXBZnbbpSNOLv9tE++UVm0LijPDOm6HzlfX9P+PNU5z6cEud04FAmU/74nGfK9EGM2BosG0BwPt+3vMRlPvHJ+okf4Ve/ucNyn8FbG+NsDFl+Nm6ZLue6H59bRoYTd8fFwJ23o4CONvzu7/5u+ZIv+ZKrErklw6tt6ODf+/5eS2I7SkRdM/RcCa8xPf+dGbQZ0/Q2uPHZ55DInu+7V1OAMgWyJgCy30M0N1SO6vPshUx5YBm1ti6jCDtejhrdX+26+jzfGT1zXLIxz37X/gb08bX9wpjIxVGAZebmQX9fa/AxywzAMcr7mKU1GX1cS2N7DPjcvJbtdd58WHRUK8flMnccdyPJZQ3bzDpkeHFzvux5X+ubGUOuU2T9cUO2xkMJfTKQhrnKGUMT+xmrGt9hSrgMYD+/mXjnMYLOizLDOtNvsr+ZcTlWVl1PPPB6gNmIk1COM86OvHEbcK973av89b/+1/c+z3rWs8r73ve+QynbDZAaQ8smpjPN2icrL/vu5Y8h3v1ATfHwIyyuVOTWfy/7Pfs9dhLrOQnK7N2+3zWh6fczgTGmXcv+jr+iEwkifVygZoqBILueXRuKpGQ01EfHB2W+YzzptfHzZzIn1mFBrZ1j+j82WpBFbrM6ajgYao+UR9Kcv1vbtMgN8cPgMweFMe0YSpvO+l+THTWH0bK/x0LGA2pp8O4I7OMDWXuulDGXGQzZ/KRCvx+g8u/1Ox6dbrJ6h9rSd5/jdCXk/2Hytz5eUqs3i8A6DWaRxoNG8Id4adaPsbxX9DcGF3202qcTetm1tvVlmPThqraEqZaanN2rPZf99veWhbE65Rj5fxRh1ozbow2Pe9zjykc+8pHLrn3bt33boRKIDJ0hw2rZazXGRG9aX301gZ4pH/pLYZx53ViOl+fHWdSU/aHfY9KIx9zjtT7laz/QZzgPAZ0gmbJ6UEVrP5DttJj1cUgpyxQM9jFTOmL+UNhpPmU7X3pdNaW4r21jlfBlYD/K+bKRkDFOn2XvZ89xbdhBy70SRljf2tWMt1wpWIZWxrTDedV+yzksGOPAyPiq98GVWfK+WsSqT6nV9+tpU8RlDKUhw8sjdUPlDkX6lgHims6WTK66zPDxzORupoMsQ9N9Bh3LoYEmeev6iAci1P4h4y6j12WW0fRBRud9cmnIaT9myUzf2u0+fjokl90ZoWtMWebz7qjw8n1TMtGgj2umg2R6bI0+7ympurNm3B5tmF5hCXi1F1wvQ2yZUHIPYU3B0Pb1zpBrk2FZRb2vDG9LbZ2f95G/9XzNa3k9AXHq61AcxhjnY8Ziv/gYE/H2cfRoFNtXSw+XoOX77oShQHTj2el7TJ/361CoKeW+NCEz5mr17dfwOwy+dD3OlWXGxcfgIHC1cXE1HVqHAWPmjCuRh9XHPufVEPTxWIcxz/XJRTcO3EHo5buSvkzbhwyiob5k41NzePrc6JMNffxszHeVvx/ayXSAGl8ecuh7uUP4rI19xleGxvSweFFNf6Lu5Lqf6159jineD1CKMsvIDNZa9FZ/iTvf36Umg7M1t+6wOSp64mHDrBm3Da4VZN5Sv1d7p/bbvZI142RZY/VKpgnWFPXsembQX29wPbbvMJXOIbrN6DgT+rommvVneMxArQ+qb+zmatcTuFFwHOAwHAyHSasHhcNuS01ZvF77V2tvjXY1Z/3dPrk1VhZdT3Rxrdt0PeLiep5vQwY66XYIrmRK+JXEyZADYlndKsNBLXXZHdWKyNYclbXvQ/cyOC6ydVnYRsbcPRE3zbgdAB6b0ecRq13L3ln2+dp9XvfnxzLLPuLnvYOut/V29Xmtr4bQyCLWtd+ZM2Do+YCaoKj95hhnUWw9w9SampKZeS4pVLxcejsPI0rv4O3MPOZj1jguQx+HRUs1r7Hw6H3w+2PadiVwfrVhSOGr3XclaEw92fejkJlTG+drZaiMweWYtmWb9ZBvjjGO3UmV8YMa/Xi55HVXGvp4Vp/jrS97Z0zEcL99G7PmtBbJ7HuWx8i4LOEnk21DuksmazMayiKQWdt1rY/vZNFKH5va/Mlk/9D8qvX/ahrRy0A2P+mo9nlfi2oPzR9+17IHfue9PnyPxeP1sN/DYcCsRW4b9EFsvsIUicy44N8s1defXWYjpKHfY+85qC1DqTLZO/uBzJjaD1CoO/Mc+j1ktLqgylJgxxq4mRCnUM5+6z1fw5IJ6mwzqOx77TcFgW8E5Pdr5V8JGDOGh1n+YUCfY6Mvvcp/9ylrfYrPQcbE254pB7W21Ppae38ZXnNc4XpTJvYzH2qygfxiyElGHuY8M3Py1dp6EIN8WajR//UIY+ZmX/uZMaPn3XHnssyNC9W/jHxyyMpj32rywtvmz2dyu4+WiMex4065mt0TyEijPjKW/x8m7EeW9M1v/nWdeT8Oah/bIX2r5oTo4yN9DumjBrNm3DYIuHDhQvcRfOxjH+v+Xrx4e7oIXzBk3PYZGHr+sIzb/RLqUDRFZR9EmHu7a8I1U3oOCsu0ez5fuB5ns9sva9Oy0Ce0xwoEfR8SjrU6a3SaXfdNhvrWXu1398XMOM+EjD9X+117b5ndYB0yOh8ayxpus2s+xsR/3/3DcWhpoHLaHlpvPfSb2R2Oe79P6IvYZ2OxzG6fY+BqCfhMab3WkM0H/53x7j4DihGuLHJT+y38iE63t2+/29wZkiOqV/O4LzLXd32ZZ4b4SU129mV19GVKqbyhTadqdfXhRO0dki9Dv2uyyN85yIZ5ffN2SMZm1zN812TNEIwz2i/Rua4Nyf5MTrgMqW0sNaQD7MewHdLhCJ7Zoe9KB+d9P4ZoTB/6AijOJ3wO8O+l8Tjalt98fjn/zOGSLnDcoBm3u/DSl760vPjFL77b9Z/+6Qddk/Y0uLbwy79847VuQoMGVwT+8A8bbTe4/uH1r2902uD4Q9M1rk+44447yo03Hr2xWV9fL7fcckt53/vG2S7xbLxz3KAZt7vw/Oc/vzz72c/e+33bbbeVhzzkIeXWW289kgTe4NrB7bffXh70oAeVd7/73eXMmTPXujkNjhA02mmwX2i002C/0GinwX7huNFORGzDsH3gAx9YjiJsbm6Wd7zjHeXixYujng/DNt45btCM213Y2NjoPg5h2B6HCdvg6kPQTaOdBvuBRjsN9guNdhrsFxrtNNgvHCfaOeoBrc3NzWNpsC4Dx2RfsAYNGjRo0KBBgwYNGjRocE+GZtw2aNCgQYMGDRo0aNCgQYMjD824rUCkKL/whS9MU5UbNOiDRjsN9guNdhrsFxrtNNgvNNppsF9otNPgeoTJ/Kjvd11K+ehHP1p2cD7EX//rf71b3P7c5z63PO95z9u7Hjnop0+fvkatbNCgQYMGDRo0aNCgQYMGVwqOhXH70Ic+tLzrXe8afO7pT396ec1rXnNV2tSgQYMGDRo0aNCgQYMGDa4etLTkBg0aNGjQoEGDBg0aNGhw5OFYRG4bNGjQoEGDBg0aNGjQoME9G1rktkGDBg0aNGjQoEGDBg0aHHloxq3BHXfcUV70oheVxzzmMd3mU3GY82d+5meWf/Ev/kW5ePHitW5eg+sQYh33ZDIZ/Pzar/3atW5qg6sMZ8+eLb/0S79UvvM7v7M8+clPLg95yEP26CH4zBh4//vfX57znOeURzziEeXEiRPl3ve+d3nc4x5XfvAHf7C0xJvjCwehnbg/hie99a1vvWr9aXD14MMf/nB59atfXf6P/+P/KI961KPKqVOnut1sP/7jP7582Zd9WfmZn/mZwTKaLnTPhIPQTtOFGlwvsHqtG3A9QWxK9QVf8AXlne98Z/f75MmT5cKFC+VNb3pT9/mxH/ux8rrXva7c6173utZNbXAdwsrKSrn55pur99tW+fc8+N3f/d3yJV/yJft+/81vfnN54hOf2CkcAaFkhtL53//7f+8+P/VTP1V+7ud+rqyvrx9iqxscB9oJWFtb65whNVhdbSrAcYRbbrmlbG9vX3ZSRNDCe97znu7zsz/7s+VJT3pSxz9Cz3FoutA9Fw5KOwFNF2pwraFFbnchJvOXfumXdsz8AQ94QPnVX/3Vctddd3Xe89e+9rXlhhtuKH/wB3/QebMaNMjgQQ96UHnf+95X/US0rcE9D0IB/MIv/MLuaLL/+B//Y6c8jIGPfexj5W//7b/dGbaPfOQjy+/93u91hm3wpX/zb/5Np3D81//6X8szn/nMK96HBkeLdgSf+7mf28uT4qSBBsdTn/msz/qs8qpXvaq87W1vK+fOnSt33nlnecc73lG+5mu+pnsmsgK+/uu/Pn236UL3XDgI7QiaLtTgmkNsKNVgPv/BH/zByO/rPr/1W791t/s//uM/vnf/137t165JGxtcn/DqV7+6o4uHPOQh17opDa4z2N7evtu1oJOglxe+8IW9777gBS/onjtx4sT87W9/+93uv+QlL+nuT6fT+Vve8pZDbXeDo007cT+e+/zP//wr2MIG1yv8+q//eu/9r//6r9/TZ2699dbL7jVd6J4NB6Gdpgs1uF6gRW534Yd+6Ie6v49//OPL53zO59zt/j/4B/+gfMInfEL3/Yd/+IevevsaNGhw9GA6ne77XfEZ8h7CN33TN3Vpyjs7O12aYIPjBQehnQb3bAg9pg8UgQuINGNC04Xu2XAQ2mnQ4HqBZtzubtzxm7/5m933WEuQQSyC/+Iv/uLu+6/8yq9c1fY1aNDgngVvectbyq233trLk8KwVXpX40kNGjQYC7GOUhDOMUHThRrsl3YaNLieoBm3pZT/8T/+R5nNZt33T/mUT6k+p3uxZuAjH/nIVWtfg6MBH/zgB8tjH/vYzuiIXW0f9rCHdeuS3vCGN1zrpjU4YvCnf/qne9/H8KQ///M/vyrtanC04M/+7M86GomNX4IvxY7bX/d1X9etmWxwzwXKpNgNWdB0oQb7pR1C04UaXGtoxm0p5a/+6q/2vn/cx31c9Tne4zsNGsjr/fu///vdzrWhIMQGDJEuGmk+X/3VX33ZDoQNGhwmT7r99tu7TT8aNCB86EMf6gyWUDBjt9u/+Iu/6I6QCsXzBS94wbVuXoNrALfddlt56Utf2n2PzI9weAiaLtRgv7RDaLpQg2sNzbjdPc9NUNva3O/xnQb3bHjgAx9YXvjCF5Y/+qM/KufPn+882UrvesITntA9E+fGPetZz7rWTW1wRKDxpAYHgU/6pE8qL3/5y7v09uBJseN27Hgbu2uHYRvnI3/Xd31Xd2Zpg3sOhKHxlV/5leW9731vl14au64TGt9psF/aCWi6UIPrBZpx26DBAeGLvuiLusPuP/VTP3Xv/LbYDCaO4Qhl8u/8nb/TXYut9f/yL//yGre2QYMGxx2e9rSndccHPfzhD++OjAqIKErwqjgf+TM/8zO7a8G34sipBvcM+JZv+Zby8z//8933V77ylZ3MatDgsGin6UINrhdoxm0p3bltgvAy1YD3+E6DBjWIw8y/53u+Z8/z+V/+y3+51k1qcASg8aQGVwoi6vKSl7yk+x6p7K973euudZMaXAX41m/91r1o2yte8YouPdSh8Z0G+6WdIWi6UIOrCc243U2lELznPe+pPsd7fKdBgz74xE/8xHLf+963+/72t7/9WjenwTHkSWfOnOk272jQYAzwiJfGk44/PO95z9tLQQ8D45nPfGb6XNOFGuyXdsZA04UaXC1oxm0p5ZM/+ZM7r5LvUuqge7fccku5973vfdXa16BBg3sWcKfSMTzpUY961FVpV4MGDY4WRHr6d3/3d3ffYx32c57znOqzTRdqsF/aadDgeoJm3O5ujvB5n/d53fdf/uVfTp+JDThizYDWFTRoMBbe9ra3dbuWBnzCJ3zCtW5OgyMAsVbywQ9+cC9Pig2CfuM3fqP73nhSg2Xgt3/7t/e+N550vNNJlQoaxkkYK33QdKEG+6WdMdB0oQZXC5pxuwtPf/rTu7+vf/3ry+/8zu/c7f5P/uRP7qVRfNVXfdVVb1+D6xNC0A/dl1AIj/jf/tt/+yq1rMFRhslkssdnXvva15Z3vvOdd3smNvWINZOxYUdsINSgwRieFEcCffu3f3v3/dSpU+ULv/ALr1LLGlxt44TppGONk6YLNdgP7TRdqMF1BfMGHWxtbc0f85jHxOycf9zHfdz8137t17rrOzs785/4iZ+Ynzlzprv3pCc96Vo3tcF1BO94xzvmn/mZnzn/t//2387f9ra3zWez2R7dvPGNb5w/8YlP7OgmPs94xjOudXMbXAP4yEc+Mv/gBz+493nQgx7U0cNzn/vcy67fcccdl7132223zW+55Zbu2Uc96lHzN73pTd31CxcuzF/1qlfN19fXG10dc9gP7bzhDW+Yf+EXfuH8h3/4h+fvfve7965fvHixk2vBr8STXvayl12jnjW4khD0oTH+3u/93qXebbrQPRv2SztNF2pwPcEk/rvWBvb1AhEdiUOmFSWJFJ3Y1S3O6wr49E//9G5nyXvd617XuKUNrhcIWmF6TWx/H7tHxtl/ESER/ON//I/Lv/t3/66srq5eo5Y2uFbw0Ic+tLzrXe8aFTF5zWtec9m1N7/5zeWJT3xid05pQNBW8KOtra29tMCf+7mf2zt2ocHxgv3Qzhve8IZOjglOnDjRRWjjyB/RTUROvu3bvq0767bB8YJbb721POQhD9kb55tvvnkwShcfQtOF7plwENppulCD6wkadZki8cd//MddGsZP//RPl3e84x3dGYGPfvSjy1Of+tTyTd/0Td1ZgQ0aCO5///uX7/u+7ytvfOMbyx/+4R+WD37wg+WjH/1od9xGMPo43y22zdc6pgYNloHHPvax5c/+7M/Ky172su6MwXe/+92doRIbToVBE7SlDWAaNAh4zGMe08mw4El/8id/0q1xu+222zoDJTYee9zjHlf+yT/5J91zDY4fhBHK7+9///t7n4+lDQ5NF7pnwkFop+lCDa4naJHbBg0aNGjQoEGDBg0aNGhw5KG5/Bs0aNCgQYMGDRo0aNCgwZGHZtw2aNCgQYMGDRo0aNCgQYMjD824bdCgQYMGDRo0aNCgQYMGRx6acdugQYMGDRo0aNCgQYMGDY48NOO2QYMGDRo0aNCgQYMGDRoceWjGbYMGDRo0aNCgQYMGDRo0OPLQjNsGDRo0aNCgQYMGDRo0aHDkoRm3DRo0aNCgQYMGDRo0aNDgyEMzbhs0aNCgQYMGDRo0aNCgwZGHZtw2aNCgQYMjDW94wxvKZDIpt91221WvO+qNz0033bRUW+PzZV/2ZVe8fQ0aNGjQoME9CZpx26BBgwYNjgx8wRd8QXnmM5952bXP/dzPLe9973vLjTfeeE3a9OpXv7r8xV/8xahn1da/9/f+3hVvV4MGDRo0aHBPg2bcNmjQoEGDIw3r6+vllltu6aKh1wIianu/+91vqbaeOHHiirerQYMGDRo0uKdBM24bNGjQoMGRgH/0j/5R+W//7b+Vf/Wv/tVeau873/nOu6Ulv+Y1r+kMzp//+Z8vj3jEI8rJkyfLV3zFV5SzZ8+WH/qhHyoPfehDy73uda/yzd/8zWVnZ2ev/AsXLpRv/dZvLR/3cR9XTp06VT77sz+7K3tZ+KM/+qPy+Mc/vtxwww3lzJkz5bGPfWx505vedKi4aNCgQYMGDRrcHVaTaw0aNGjQoMF1B2HURvrvp3zKp5Tv+I7v6K7dfPPNnYHrEIbsv/7X/7q89rWvLXfccUd58pOfXL78y7+8M3p/8Rd/sbz97W8vT3nKU8rnfd7nlb//9/9+9843fuM3lj//8z/v3nngAx9YfuZnfqZ88Rd/cfmTP/mT8kmf9Emj2/m0pz2tfPqnf3r5/u///jKdTssf/uEflrW1tUPERIMGDRo0aNAgg2bcNmjQoEGDIwGxpjbSeiMSG6m9fbC1tdUZl3/tr/217ndEbn/kR36kvP/97y+nT58uj3rUo7ro6utf//rOuL311lu7tbPxNwzbgIji/vIv/3J3/SUvecnodkYZz33uc8sjH/nI7vcyhnGDBg0aNGjQYP/QjNsGDRo0aHDsIAxgGbYB97///bt05DBsee0DH/hA9z2is5Gi/PCHP/yyciJV+T73uc9SdT/72c8uX/u1X9sZ0094whPK3/27f/eytjRo0KBBgwYNrgw047ZBgwYNGhw78DTgWJObXZvNZt33O++8s0shfvOb39z9JdAgHgMvetGLyj/8h/+w/MIv/EL5pV/6pfLCF76wS3WOtOgGDRo0aNCgwZWDZtw2aNCgQYMjA5GWzE2gDgtijWyUG5Hcxz3ucQcuLyLA8XnWs55VnvrUp3apzc24bdCgQYMGDa4stN2SGzRo0KDBkYFILf6d3/mdbhOpD33oQ3uR14NCGKKxEdRXfdVXlZ/+6Z8u73jHO8rv/u7vlpe+9KVdBHYsnDt3rtuYKnZZfte73lV+8zd/s/ze7/1e+eRP/uRDaWeDBg0aNGjQoA7NuG3QoEGDBkcGYpOnSBuODaFip+TYvOmwIKKrYdw+5znP6Y4Q+rIv+7LOMH3wgx88uoxo24c//OGunDCY/97f+3vlSU96Unnxi198aO1s0KBBgwYNGuQwmc/n88q9Bg0aNGjQoEEPxLrdODIoDOFlz+yNc3n/83/+z1esbQ0aNGjQoME9DVrktkGDBg0aNDgAxJraj//4jx/17G/8xm90G1T92I/92BVvV4MGDRo0aHBPgxa5bdCgQYMGDfYJb33rW/fSkT/hEz5h1Jrc97znPd33MHKHzutt0KBBgwYNGoyHZtw2aNCgQYMGDRo0aNCgQYMjDy0tuUGDBg0aNGjQoEGDBg0aHHloxm2DBg0aNGjQoEGDBg0aNDjy0IzbBg0aNGjQoEGDBg0aNGhw5KEZtw0aNGjQoEGDBg0aNGjQ4MhDM24bNGjQoEGDBg0aNGjQoMGRh2bcNmjQoEGDBg0aNGjQoEGDIw/NuG3QoEGDBg0aNGjQoEGDBkcemnHboEGDBg0aNGjQoEGDBg2OPDTjtkGDBg0aNGjQoEGDBg0alKMO/z/4AjfBI0l5sgAAAABJRU5ErkJggg==", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#Fig 2b - wavelet power left and right walks\n", + "\n", + "from matplotlib.colors import Normalize\n", + "\n", + "wavelet_power_left = nwbfile.processing[\"ecephys\"][\"wavelet_power_left_walks\"]\n", + "wavelet_power_right = nwbfile.processing[\"ecephys\"][\"wavelet_power_right_walks\"]\n", + "\n", + "TF_left = np.squeeze(np.asarray(wavelet_power_left.data[:])) # expected shape: [time, freq]\n", + "TF_right = np.squeeze(np.asarray(wavelet_power_right.data[:])) # expected shape: [time, freq]\n", + "\n", + "# time vectors\n", + "fs = wavelet_power_right.rate\n", + "t_left = np.arange(TF_left.shape[0]) / fs\n", + "t_right = np.arange(TF_right.shape[0]) / fs\n", + "\n", + "f_axis = wavelet_power_left.bands[\"band_mean\"]\n", + "\n", + "P4_turn_left_sec = (np.array([1123, 2613, 4371, 5959]) - 1) / fs\n", + "P4_turn_right_sec = (np.array([1097, 2703, 4183, 5818]) - 1) / fs\n", + "\n", + "# -------------------\n", + "# LEFT\n", + "# -------------------\n", + "fig, ax = plt.subplots(figsize=(10.5, 3))\n", + "\n", + "pcm = ax.pcolormesh(\n", + " t_left,\n", + " f_axis,\n", + " TF_left.T,\n", + " shading=\"gouraud\",\n", + " cmap = \"bwr\"\n", + ")\n", + "\n", + "ax.set_yscale(\"log\")\n", + "ax.set_xlim([0, t_left[-1]])\n", + "ax.set_ylim([1, np.max(f_axis)])\n", + "\n", + "ax.vlines(P4_turn_left_sec, ymin=1, ymax=np.max(f_axis), linewidth=1, color=\"k\")\n", + "\n", + "ax.set_yticks([1, 2, 4, 8, 16, 32, 64])\n", + "ax.set_yticklabels([1, 2, 4, 8, 16, 32, 64])\n", + "ax.set_xlabel(\"time [s]\")\n", + "ax.set_ylabel(\"f [Hz]\")\n", + "ax.tick_params(labelsize=18)\n", + "\n", + "fig.colorbar(pcm, ax=ax)\n", + "plt.tight_layout()\n", + "plt.show()\n", + "\n", + "# -------------------\n", + "# RIGHT\n", + "# -------------------\n", + "fig, ax = plt.subplots(figsize=(10.5, 3))\n", + "\n", + "pcm = ax.pcolormesh(\n", + " t_right,\n", + " f_axis,\n", + " TF_right.T,\n", + " shading=\"gouraud\",\n", + " cmap = \"bwr\"\n", + ")\n", + "\n", + "ax.set_yscale(\"log\")\n", + "ax.set_xlim([0, t_right[-1]])\n", + "ax.set_ylim([1, np.max(f_axis)])\n", + "\n", + "ax.vlines(P4_turn_right_sec, ymin=1, ymax=np.max(f_axis), linewidth=1.2, color=\"k\")\n", + "\n", + "ax.set_yticks([1, 2, 4, 8, 16, 32, 64])\n", + "ax.set_yticklabels([1, 2, 4, 8, 16, 32, 64])\n", + "ax.set_xlabel(\"time [s]\")\n", + "ax.set_ylabel(\"f [Hz]\")\n", + "ax.tick_params(labelsize=18)\n", + "\n", + "fig.colorbar(pcm, ax=ax)\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "03a27421", + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "def quant(arr, inc):\n", + " \"\"\"\n", + " Quantize values to nearest grid step 'inc'.\n", + " MATLAB-like behavior for spatial coordinates.\n", + " \"\"\"\n", + " return np.round(arr / inc) * inc\n", + "\n", + "\n", + "def track2img(dist_track, hpc_track, x, z, brush=0, img_2d=None):\n", + " \"\"\"\n", + " Python version of MATLAB track2Img.\n", + "\n", + " Parameters\n", + " ----------\n", + " dist_track : array, shape (n_points, 2)\n", + " Quantized [x, z] or [x, y] spatial track.\n", + " hpc_track : array, shape (n_points,) or (n_points, n_chan)\n", + " Theta/power values aligned with dist_track.\n", + " x : array\n", + " Spatial grid for x dimension.\n", + " z : array\n", + " Spatial grid for z/y dimension.\n", + " brush : int\n", + " Half-width of painting brush.\n", + " img_2d : array or None\n", + " Existing image to paint into. If None, initialize with NaNs.\n", + "\n", + " Returns\n", + " -------\n", + " img_2d : array, shape (len(x), len(z), n_chan)\n", + " \"\"\"\n", + " dist_track = np.asarray(dist_track)\n", + " hpc_track = np.asarray(hpc_track)\n", + "\n", + " if hpc_track.ndim == 1:\n", + " hpc_track = hpc_track[:, None] # make it (n_points, 1)\n", + "\n", + " n_chan = hpc_track.shape[1]\n", + "\n", + " if img_2d is None:\n", + " img_2d = np.full((len(x), len(z), n_chan), np.nan)\n", + "\n", + " # center pixel history, like MATLAB\n", + " pxl_prev = np.tile([int(np.ceil(len(x)/2)) - 1, int(np.ceil(len(z)/2)) - 1], (10, 1))\n", + "\n", + " idx = 0\n", + " while idx < dist_track.shape[0]:\n", + " if idx > 0:\n", + " pxl_prev[1:] = pxl_prev[:-1]\n", + "\n", + " xz = dist_track[idx, :]\n", + "\n", + " # all repeated occurrences of the same quantized location\n", + " uniq_xy = np.all(dist_track == xz, axis=1)\n", + "\n", + " # mean theta over repeated visits\n", + " hpc_2d = np.nanmean(hpc_track[uniq_xy, :], axis=0)\n", + "\n", + " # find exact grid index\n", + " x_idx = np.where(np.abs(x - xz[0]) < 1e-6)[0]\n", + " z_idx = np.where(np.abs(z - xz[1]) < 1e-6)[0]\n", + "\n", + " if len(x_idx) == 0 or len(z_idx) == 0:\n", + " idx = np.where(uniq_xy)[0][-1] + 1\n", + " continue\n", + "\n", + " pxl_ind = np.array([x_idx[0], z_idx[0]])\n", + " pxl_prev[0, :] = pxl_ind\n", + "\n", + " dx = pxl_ind - pxl_prev[-1, :]\n", + "\n", + " for chan in range(n_chan):\n", + " if abs(dx[0]) >= abs(dx[1]):\n", + " z0 = max(0, pxl_ind[1] - brush)\n", + " z1 = min(len(z), pxl_ind[1] + brush + 1)\n", + " img_2d[pxl_ind[0], z0:z1, chan] = hpc_2d[chan]\n", + " else:\n", + " x0 = max(0, pxl_ind[0] - brush)\n", + " x1 = min(len(x), pxl_ind[0] + brush + 1)\n", + " img_2d[x0:x1, pxl_ind[1], chan] = hpc_2d[chan]\n", + "\n", + " idx = np.where(uniq_xy)[0][-1] + 1\n", + "\n", + " return img_2d" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "f8b7a3b0", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Fig 2c - theta rendered on movement trajectories\n", + "\n", + "\n", + "# stack into arrays of shape: [n_subjects, n_points]\n", + "left_x_all = np.vstack([np.array(avg_walk_table[\"x_coordinates\"][idx]) for idx in left_idxs])\n", + "left_y_all = np.vstack([np.array(avg_walk_table[\"y_coordinates\"][idx]) for idx in left_idxs])\n", + "\n", + "right_x_all = np.vstack([np.array(avg_walk_table[\"x_coordinates\"][idx]) for idx in right_idxs])\n", + "right_y_all = np.vstack([np.array(avg_walk_table[\"y_coordinates\"][idx]) for idx in right_idxs])\n", + "\n", + "# average across participants\n", + "left_x_mean = np.mean(left_x_all, axis=0)\n", + "left_y_mean = np.mean(left_y_all, axis=0)\n", + "\n", + "right_x_mean = np.mean(right_x_all, axis=0)\n", + "right_y_mean = np.mean(right_y_all, axis=0)\n", + "\n", + "\n", + "walk_theta_table = nwbfile.processing[\"analysis\"][\"walking_spatial_theta\"]\n", + "\n", + "theta_route_names = np.array(walk_theta_table[\"direction\"][:])\n", + "\n", + "left_theta_idx = np.where(theta_route_names == \"left\")[0][0]\n", + "right_theta_idx = np.where(theta_route_names == \"right\")[0][0]\n", + "\n", + "theta_left = np.array(walk_theta_table[\"theta\"][left_theta_idx]).squeeze()\n", + "theta_right = np.array(walk_theta_table[\"theta\"][right_theta_idx]).squeeze()\n", + "\n", + "\n", + "dim = 8\n", + "inc = 0.01\n", + "z = np.arange(-dim, dim + inc, inc)\n", + "x = z.copy()\n", + "\n", + "left_track = np.column_stack((left_x_mean, left_y_mean))\n", + "right_track = np.column_stack((right_x_mean, right_y_mean))\n", + "\n", + "left_track = quant(left_track, inc)\n", + "right_track = quant(right_track, inc)\n", + "\n", + "\n", + "img_hpc = track2img(right_track, theta_right, x, z, brush=17)\n", + "img_hpc = track2img(left_track, theta_left, x, z, brush=17, img_2d=img_hpc)\n", + "\n", + "# if single channel, drop trailing singleton dimension\n", + "img_hpc = np.squeeze(img_hpc)\n", + "\n", + "\n", + "fig, ax = plt.subplots(figsize=(6.55, 4.45))\n", + "\n", + "img_plot = np.ma.masked_invalid(img_hpc.T)\n", + "\n", + "im = ax.imshow(\n", + " img_plot,\n", + " extent=[x[0], x[-1], z[0], z[-1]],\n", + " origin=\"lower\",\n", + " aspect=\"equal\",\n", + " cmap=\"jet\",\n", + " vmin=-3,\n", + " vmax=3\n", + ")\n", + "\n", + "ax.set_xlim([-8, 8])\n", + "ax.set_ylim([-7.5, 7.5])\n", + "ax.set_xticks(np.arange(-8, 9, 2))\n", + "ax.set_yticks(np.arange(-6, 7, 2))\n", + "ax.set_xlabel(\"space [m]\")\n", + "ax.set_ylabel(\"space [m]\")\n", + "ax.tick_params(labelsize=18)\n", + "\n", + "cbar = fig.colorbar(im, ax=ax)\n", + "cbar.set_label(\"theta [z]\")\n", + "\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "f79e738b", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Fig 2d TF around turns\n", + "TF_turn = nwbfile.processing[\"ecephys\"][\"time_freq_turns\"]\n", + "TF_turn_data = np.squeeze(np.asarray(TF_turn.data[:])) # expected shape: [time, freq]\n", + "Fs = TF_turn.rate\n", + "f_axis = np.asarray(TF_turn.bands[\"band_mean\"][:])\n", + "\n", + "# MATLAB: [-3:1/Fs:1]\n", + "t_turn = np.arange(-3, 1 + 1/Fs, 1/Fs)\n", + "\n", + "# make sure time vector length matches data\n", + "t_turn = t_turn[:TF_turn_data.shape[0]]\n", + "\n", + "fig, ax = plt.subplots(figsize=(6.35, 4.5))\n", + "\n", + "pcm = ax.pcolormesh(\n", + " t_turn,\n", + " f_axis,\n", + " TF_turn_data.T,\n", + " shading=\"gouraud\",\n", + " cmap=\"jet\",\n", + " vmin=-1,\n", + " vmax=1\n", + ")\n", + "\n", + "ax.set_yscale(\"log\")\n", + "ax.set_xlim([t_turn[0], t_turn[-1]])\n", + "ax.set_ylim([1, np.max(f_axis)])\n", + "ax.axvline(0, color=\"k\", linewidth=1)\n", + "\n", + "ax.set_yticks([1, 2, 4, 8, 16, 32, 64])\n", + "ax.set_yticklabels([1, 2, 4, 8, 16, 32, 64])\n", + "\n", + "ax.set_xlabel(\"time [s]\")\n", + "ax.set_ylabel(\"f [Hz]\")\n", + "ax.tick_params(labelsize=18)\n", + "\n", + "#cbar = fig.colorbar(pcm, ax=ax)\n", + "ticks = np.round(np.arange(-1, 1.01, 0.2), 1)\n", + "cbar = fig.colorbar(pcm, ax=ax, ticks=ticks)\n", + "cbar.set_label(\"TF [z]\")\n", + "\n", + "\n", + "\n", + "plt.tight_layout()\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "792656ba", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Fig 2d. theta turns\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "clr = np.array([(0,\t0.447000000000000,\t0.741000000000000),\n", + "(0.301000000000000,\t0.745000000000000,\t0.9330),\n", + "(0.466000000000000,\t0.674000000000000,\t0.188000000000000),\n", + "(0.494000000000000,\t0.184000000000000,\t0.556000000000000),\n", + "(0.850000000000000,\t0.325000000000000,\t0.0980000000000000),\n", + "(0.635000000000000,\t0.0780000000000000,\t0.184000000000000),\n", + "(0.929000000000000,\t0.694000000000000,\t0.125000000000000)])\n", + "\n", + "avg_theta_turn = nwbfile.processing[\"ecephys\"][\"avg_theta_turns\"]\n", + "avg_theta_turn_sem = nwbfile.processing[\"ecephys\"][\"avg_theta_turns_sem\"]\n", + "\n", + "v_turn = nwbfile.processing[\"behavior\"][\"hip_speed\"][\"hip_speed_turns\"]\n", + "dPhi_turn = nwbfile.processing[\"behavior\"][\"hip_angular_velocity\"][\"hip_angular_velocity_turns\"]\n", + "\n", + "\n", + "fig, ax = plt.subplots(figsize=(5.5, 4.5))\n", + "Fs = avg_theta_turn.rate\n", + "t_turn = np.arange(-3, 1 + 1/Fs, 1/Fs)[:avg_theta_turn.data.shape[0]]\n", + "ax.plot(t_turn, np.squeeze(avg_theta_turn.data[:]), linewidth=2, color=clr[0, :], label=\"theta [z]\")\n", + "ax.fill_between(t_turn, np.squeeze(avg_theta_turn.data[:]) - np.squeeze(avg_theta_turn_sem.data[:]), np.squeeze(avg_theta_turn.data[:]) + np.squeeze(avg_theta_turn_sem.data[:]),\n", + " color=clr[0, :], alpha=0.3)\n", + "ax.plot(t_turn, np.squeeze(v_turn.data[:]), linewidth=2, color=clr[1, :], label=\"v [m/s]\")\n", + "ax.plot(t_turn, np.squeeze(dPhi_turn.data[:]), linewidth=2, color=clr[2, :], label=\"\\u03c9 [\\N{DEGREE SIGN}/s]\")\n", + "\n", + "ax.grid(True)\n", + "ax.set_xlim([-3, 1])\n", + "ax.axvline(0, color=\"k\")\n", + "ax.set_ylim([-0.4, 1.2])\n", + "ax.set_yticks(np.arange(-0.4, 1.21, 0.4))\n", + "ax.set_xlabel(\"time [s]\")\n", + "ax.tick_params(labelsize=18)\n", + "ax.legend(loc=\"upper left\")\n", + "\n", + "plt.tight_layout()\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "958a7b4c", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Fig 3a and 3c. real-world and imagined navigation theta\n", + "\n", + "walk_theta = nwbfile.processing[\"analysis\"][\"walk_theta\"]\n", + "\n", + "direction = np.array(walk_theta[\"direction\"][:])\n", + "\n", + "left_theta_idx = np.where(direction == \"left\")[0][0]\n", + "right_theta_idx = np.where(direction == \"right\")[0][0]\n", + "\n", + "\n", + "walk_type = np.array(walk_theta[\"walk_type\"][:])\n", + "\n", + "real_left_idx = np.where((direction == \"left\" ) & (walk_type == \"real\"))[0][0]\n", + "real_right_idx = np.where((direction == \"right\" ) & (walk_type == \"real\"))[0][0]\n", + "imagined_left_idx = np.where((direction == \"left\" ) & (walk_type == \"imagined\"))[0][0]\n", + "imagined_right_idx = np.where((direction == \"right\" ) & (walk_type == \"imagined\"))[0][0]\n", + "\n", + "\n", + "\n", + "theta_left_real = np.array(walk_theta[\"theta\"][real_left_idx]).squeeze()\n", + "theta_right_real = np.array(walk_theta[\"theta\"][real_right_idx]).squeeze()\n", + "theta_left_imagined = np.array(walk_theta[\"theta\"][imagined_left_idx]).squeeze()\n", + "theta_right_imagined = np.array(walk_theta[\"theta\"][imagined_right_idx]).squeeze()\n", + "\n", + "# plot\n", + "\n", + "dim = 8\n", + "inc = 0.01\n", + "z = np.arange(-dim, dim + inc, inc)\n", + "x = z.copy()\n", + "\n", + "\n", + "\n", + "\n", + "img_hpc_real = track2img(right_track, theta_right_real, x, z, brush=17)\n", + "img_hpc_real = track2img(left_track, theta_left_real, x, z, brush=17, img_2d=img_hpc_real)\n", + "\n", + "# if single channel, drop trailing singleton dimension\n", + "img_hpc_real = np.squeeze(img_hpc_real)\n", + "\n", + "\n", + "fig, ax = plt.subplots(figsize=(6.55, 4.45))\n", + "\n", + "img_plot = np.ma.masked_invalid(img_hpc_real.T)\n", + "\n", + "im = ax.imshow(\n", + " img_plot,\n", + " extent=[x[0], x[-1], z[0], z[-1]],\n", + " origin=\"lower\",\n", + " aspect=\"equal\",\n", + " cmap=\"jet\",\n", + " vmin=-3,\n", + " vmax=3\n", + ")\n", + "\n", + "ax.set_xlim([-8, 8])\n", + "ax.set_ylim([-7.5, 7.5])\n", + "ax.set_xticks(np.arange(-8, 9, 2))\n", + "ax.set_yticks(np.arange(-6, 7, 2))\n", + "ax.set_xlabel(\"space [m]\")\n", + "ax.set_ylabel(\"space [m]\")\n", + "ax.tick_params(labelsize=18)\n", + "\n", + "cbar = fig.colorbar(im, ax=ax)\n", + "cbar.set_label(\"theta [z]\")\n", + "plt.title('Real-world')\n", + "plt.tight_layout()\n", + "plt.show()\n", + "\n", + "\n", + "img_hpc_imag = track2img(right_track, theta_right_imagined, x, z, brush=17)\n", + "img_hpc_imag = track2img(left_track, theta_left_imagined, x, z, brush=17, img_2d=img_hpc_imag)\n", + "\n", + "# if single channel, drop trailing singleton dimension\n", + "img_hpc_imag = np.squeeze(img_hpc_imag)\n", + "\n", + "\n", + "fig, ax = plt.subplots(figsize=(6.55, 4.45))\n", + "\n", + "img_plot = np.ma.masked_invalid(img_hpc_imag.T)\n", + "\n", + "im = ax.imshow(\n", + " img_plot,\n", + " extent=[x[0], x[-1], z[0], z[-1]],\n", + " origin=\"lower\",\n", + " aspect=\"equal\",\n", + " cmap=\"jet\",\n", + " vmin=-3,\n", + " vmax=3\n", + ")\n", + "\n", + "ax.set_xlim([-8, 8])\n", + "ax.set_ylim([-7.5, 7.5])\n", + "ax.set_xticks(np.arange(-8, 9, 2))\n", + "ax.set_yticks(np.arange(-6, 7, 2))\n", + "ax.set_xlabel(\"space [m]\")\n", + "ax.set_ylabel(\"space [m]\")\n", + "ax.tick_params(labelsize=18)\n", + "\n", + "cbar = fig.colorbar(im, ax=ax)\n", + "cbar.set_label(\"theta [z]\")\n", + "plt.title('Imagined')\n", + "plt.tight_layout()\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "8b806dac", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "28.22\n" + ] + }, + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Fig 3b. theta trials\n", + "\n", + "Theta_trials = nwbfile.processing[\"ecephys\"][\"P4_theta_trials\"]\n", + "theta_trials = np.asarray(Theta_trials.data[:]) # expected shape: [time, trial]\n", + "Fs = Theta_trials.rate\n", + "n_time, n_trials = theta_trials.shape\n", + "t = np.arange(n_time) / Fs\n", + "trial_nums = np.arange(n_trials) \n", + "\n", + "print(t[-1])\n", + " \n", + "# X and Y must match Z in shape\n", + "T, Y = np.meshgrid(t, trial_nums)\n", + "\n", + "fig, ax = plt.subplots(figsize=(10.5, 3), dpi=100)\n", + "\n", + "pcm = ax.pcolormesh(\n", + " T,\n", + " Y,\n", + " theta_trials.T, # transpose so shape is [trials, time]\n", + " shading='gouraud',\n", + " vmin=0,\n", + " vmax=3,\n", + " edgecolors='none'\n", + ")\n", + "\n", + "# Axes formatting\n", + "#ax.set_xlim(0, 30)\n", + "ax.set_xticks(np.arange(0, 26, 5))\n", + "ax.set_xlabel('time [s]', fontsize=18)\n", + "\n", + "ax.set_ylim(n_trials, 0) # invert so trials increase top -> bottom\n", + "ax.set_ylabel('# trials', fontsize=18)\n", + "\n", + "# Optional: set y ticks every 5 trials\n", + "ax.set_yticks(np.arange(0, n_trials+1, 5))\n", + "\n", + "ax.tick_params(labelsize=18)\n", + "\n", + "cbar = fig.colorbar(pcm, ax=ax)\n", + "cbar.set_label('theta [z]', fontsize=18)\n", + "cbar.ax.tick_params(labelsize=18)\n", + "\n", + "fig.tight_layout()\n", + "\n", + "\n", + "\n", + "# -----------------------------\n", + "# Figure 2: average first half vs second half\n", + "# -----------------------------\n", + "N_half = n_trials // 2\n", + "\n", + "mean_first = np.mean(theta_trials[:, :N_half], axis=1) + 0.7\n", + "mean_second = np.mean(theta_trials[:, N_half:], axis=1) - 0.7\n", + "\n", + "fig, ax = plt.subplots(figsize=((1050 - 85) / 100, 1.5), dpi=100)\n", + "\n", + "ax.plot(\n", + " t,\n", + " mean_first,\n", + " linewidth=2,\n", + " color=[0.7, 0.7, 0.7]\n", + ")\n", + "\n", + "ax.plot(\n", + " t,\n", + " mean_second,\n", + " linewidth=2,\n", + " color=[0.5, 0.5, 0.5]\n", + ")\n", + "\n", + "ax.set_xlim(0, (n_time - 1) / Fs)\n", + "ax.set_ylim(-1.7, 1.7)\n", + "ax.axis('off')\n", + "ax.tick_params(labelsize=18)\n", + "\n", + "fig.tight_layout()\n", + "plt.show()\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "0806df7c", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Fig 3d and 3e \n", + "\n", + "\n", + "import seaborn as sns\n", + "import pandas as pd\n", + "\n", + "corr_theta = nwbfile.processing[\"analysis\"][\"corr_theta\"]\n", + "\n", + "corr_df = corr_theta.to_dataframe()\n", + "\n", + "# Adjust these names after checking corr_df.columns\n", + "condition_col = 'condition'\n", + "corr_col = 'correlation'\n", + "\n", + "# Adjust labels if needed\n", + "ctrl = np.asarray(corr_df.loc[corr_df[condition_col] == 'control', corr_col].iloc[0])\n", + "imag = np.asarray(corr_df.loc[corr_df[condition_col] == 'imagined', corr_col].iloc[0])\n", + "walks = np.asarray(corr_df.loc[corr_df[condition_col] == 'real', corr_col].iloc[0])\n", + "\n", + "cnsty_grp = np.column_stack([ctrl, imag, walks])\n", + "\n", + "\n", + "clr = np.array([(0,\t0.447000000000000,\t0.741000000000000),\n", + "(0.301000000000000,\t0.745000000000000,\t0.9330),\n", + "(0.466000000000000,\t0.674000000000000,\t0.188000000000000),\n", + "(0.494000000000000,\t0.184000000000000,\t0.556000000000000),\n", + "(0.850000000000000,\t0.325000000000000,\t0.0980000000000000),\n", + "(0.635000000000000,\t0.0780000000000000,\t0.184000000000000),\n", + "(0.929000000000000,\t0.694000000000000,\t0.125000000000000)])\n", + "\n", + "swarm_colors = clr[[2, 1, 0], :]\n", + "\n", + "# -----------------------------\n", + "# Figure 1\n", + "# -----------------------------\n", + "fig, ax = plt.subplots(figsize=(5.5, 4.5), dpi=100)\n", + "\n", + "xpos = np.array([1, 2, 3])\n", + "rng = np.random.default_rng(0)\n", + "jitter_width = 0.08\n", + "\n", + "for i in range(3):\n", + " y = cnsty_grp[:, i]\n", + " x = np.full(len(y), xpos[i], dtype=float) + rng.uniform(-jitter_width, jitter_width, len(y))\n", + " ax.scatter(\n", + " x,\n", + " y,\n", + " s=50,\n", + " facecolors='none',\n", + " edgecolors=[swarm_colors[i]],\n", + " linewidths=2,\n", + " marker='o'\n", + " )\n", + "\n", + "ax.grid(True)\n", + "ax.set_xticks([1, 2, 3])\n", + "ax.set_xticklabels(['ctrl', 'imag', 'walks'])\n", + "ax.set_yticks(np.arange(-0.4, 0.41, 0.2))\n", + "ax.set_ylim(-0.5, 0.5)\n", + "ax.set_ylabel('corr', fontsize=18)\n", + "ax.tick_params(labelsize=18)\n", + "\n", + "fig.tight_layout()\n", + "\n", + "\n", + "\n", + "# -----------------------------\n", + "# Figure 2\n", + "# -----------------------------\n", + "fig, ax = plt.subplots(figsize=(5.5, 4.7), dpi=100)\n", + "\n", + "ax.plot(\n", + " cnsty_grp[:, 1],\n", + " cnsty_grp[:, 2],\n", + " 'o',\n", + " linewidth=2,\n", + " markerfacecolor='none',\n", + " markeredgecolor=clr[0, :],\n", + " markeredgewidth=2\n", + ")\n", + "\n", + "ax.set_xlim(-0.1, 0.4)\n", + "ax.set_ylim(-0.1, 0.5)\n", + "ax.grid(True)\n", + "ax.set_xlabel('imagined walks', fontsize=18)\n", + "ax.set_ylabel('real-world walks', fontsize=18)\n", + "ax.tick_params(labelsize=18)\n", + "\n", + "fig.tight_layout()\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "984fa755", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + "

root (NdxMultiSubjectsNWBFile)

session_description: test multi subjects
identifier: 84464b58-b54f-4520-88b4-23bc0f9a3457
session_start_time2026-04-09 19:37:54.186512+00:00
timestamps_reference_time2026-04-09 19:37:54.186512+00:00
file_create_date
02026-04-09 14:37:54.186783-05:00
processing
analysis
description: analysis derivatives
data_interfaces
circular_reconstruction_error
description: Complex-valued circular reconstruction error data with shared circular axis. first number is real part, second number is imaginary part. The ph_ax vector defines the circular histogram axis in radians.
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ph_axerr_walk_lefterr_walk_righterr_imag_lefterr_imag_righterr_ctrl_lefterr_ctrl_right
id
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corr_theta
description: Correlation between the mean theta signals from different halves of participants' trials fo control, imagined, and real walks
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conditioncorrelation
id
0control[-0.10773478498150453, -0.030392474470643104, 0.06313854122483073, -0.0750970562242744, -0.015288207031049167, -0.12524300490327062, 0.11348085806711211, -0.13854081940788324, -0.09427503861422713, -0.08326333413324088, 0.07099355720832687, -0.0384114520855726, 0.02268199832327072, -0.07071494454730338, -0.0878338155296906, 0.08607865186928303, 0.003616256237892519, -0.18718475659200334]
1imagined[0.24362764150927388, 0.29526451537126386, 0.21939318932554927, 0.11384203896350882, 0.17311055977667594, 0.06934739347517008, 0.15962412920720187, 0.18834216989949976, 0.03093388342051562, -0.03429820587623661, 0.08689402014721355, 0.010750875051895715, 0.06953788075821034, 0.07591257431337856, 0.04890962832607035, 0.14081297894413633, 0.0929008011727489, 0.03503077435517562]
2real[0.22933817597391992, 0.3200575068310145, 0.28371551597724803, 0.29498465425001874, 0.2553852774334037, 0.20328689189025423, 0.27874740068875065, 0.4361021381683012, 0.11661819638067207, 0.11578701925577299, 0.2715806579390451, 0.22088227312517833, 0.10263362589061135, 0.26091570799825803, 0.2454500640269419, 0.35694215319590555, 0.08297443183967165, -0.005339171061778932]
reconstructed_route_rep
description: Reconstructed route representations of real-world and imagined navigation. Each data point represents data averaged over 0.5-s time bins, derived from data pooled across all channels.
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conditionmodel_typedirectionroute_reconstruction
id
0real-sineleft[0.08828412142457316, 0.07988698067156957, 0.07184814622441316, 0.0638843746318927, 0.0559303326155301, 0.04782303481695732, 0.03945437740611965, 0.030715501002906348, 0.02150326599244501, 0.01179456559164152, 0.0016303541171986125, -0.008890021700523831, -0.019631374242136068, -0.030482941045415546, -0.041518700984971096, -0.05280942852716247, -0.06426398664893795, -0.0757130422388676, -0.08705551949815324, -0.09835050837610956, -0.10971970120202845, -0.12124576982064295, -0.13290033373697155, -0.14448872553881512, -0.15594551103686893, -0.1672813697040677, -0.1784623004171983, -0.18945511305914345, -0.2002050073423617, -0.21070128508126074, -0.22086673895050046, -0.23026148974827812, -0.23840095214626586, -0.2454809801060718, -0.2512781734873684, -0.25583164728966185, -0.25937337192119225, -0.2619797209750543, -0.263631684196462, -0.2643304495405945, -0.2641242098510298, -0.2630443455143828, -0.2611756496063088, -0.25861112624466676, -0.25531829325202066, -0.2512609259082975, -0.2464438934789324, -0.24074337549980612, -0.23399571161366572, -0.22613529406883087, -0.217314111415404, -0.20779131830181377, -0.19769645792725882, -0.1871187957051167, -0.17620380144336642, -0.1651206241108731, -0.15389325974529477, -0.14236734474336726, -0.13064421111698554, -0.11886523431359577, -0.10697678653835738, -0.09495744103848958, -0.08264908415035793, -0.06999231824354321, -0.057055771443843856, -0.043962198535577285, -0.030902348934177093, -0.01797063347725647, -0.005126018062065585, 0.007566648313491048, 0.019887662939915063, 0.03170570630445266, 0.042962241956599756, 0.05373584847586316, 0.06406546377285224, 0.07388902560612962, 0.08301595406063408, 0.09130764203809276, 0.09875655478340947, 0.10529756327548749, 0.11076353118789611, 0.11506164955290324, 0.11832330802668253, 0.12065579358453563, 0.1219434614199709, 0.12210580173378907, 0.12135279506490565, 0.1196385182347201, 0.11689440956630129, 0.11320326456228975, 0.10885802081283746, 0.10412710791670146, 0.09884513949502924, 0.09294715681927278, 0.08632301105925955, 0.07896725940243395, 0.07103326536787824, 0.06257323264089612, 0.05363000677758292, 0.04424809828109366, ...]
1real-sineright[-0.400413422844098, -0.3977260121682742, -0.39466835935909383, -0.39132449468531577, -0.38775384629985105, -0.3840671925558764, -0.38041173023969616, -0.3769515782461666, -0.3737236034033097, -0.3706258627924445, -0.3675103130910516, -0.3642892947509609, -0.3608314925991218, -0.3571003812847699, -0.3532507120680176, -0.34938193653009947, -0.3455262804902871, -0.3417679769058144, -0.33815469956048533, -0.33477870869204407, -0.33172214694861013, -0.3288919924890325, -0.32623556231038875, -0.323805415337951, -0.3215772793235859, -0.31938799381274274, -0.3172880741289301, -0.31533602886445883, -0.3134757092135694, -0.31161612343797446, -0.3096988927886031, -0.30769147877210923, -0.3056642336829063, -0.3035039556886938, -0.30106814317163666, -0.29845596369904753, -0.29552309737081345, -0.29187832584433043, -0.2877227712146765, -0.283467360200852, -0.27917394606162116, -0.27468995230441834, -0.2699073760519583, -0.26485152023918745, -0.2594371954017151, -0.253644075845077, -0.24744723576690375, -0.24078967626373707, -0.23374043785936652, -0.22638692408219405, -0.21876819916030563, -0.21086997645788066, -0.20258399437622387, -0.1937487561482345, -0.18428279818883309, -0.17427164298552067, -0.16381621262154494, -0.15288736547292056, -0.1414792026387205, -0.12963901277119025, -0.11738156297830547, -0.10468126316112424, -0.09153204407807634, -0.07806685477276001, -0.06433213654557193, -0.05028452939732589, -0.03588916977187975, -0.021035135660927448, -0.005626807755568605, 0.010194760410581302, 0.026230866678247887, 0.0424200250773621, 0.05872285486198359, 0.0751606946440298, 0.0915813620104026, 0.10792111466016106, 0.12423423508610949, 0.1405067107377027, 0.1565443657912429, 0.1720348172957979, 0.18689133592984475, 0.20120223121900857, 0.2150788773031249, 0.2286363884896595, 0.24177987836699075, 0.2543139013317426, 0.26617513752181676, 0.27744568391728275, 0.28806798535310485, 0.2980257380215964, 0.3074040352955308, 0.3164522042671839, 0.32499667185227055, 0.33294208700701367, 0.34025835359626566, 0.3467537794310527, 0.3524842859618441, 0.3576818274520388, 0.36226434222844783, 0.3661778711842272, ...]
2realcosineleft[0.06826108720026511, 0.07590078379077174, 0.0839563304316766, 0.09233965976791825, 0.10096723247424885, 0.10994885559967636, 0.11941323368195249, 0.1294920285662643, 0.14016407156314056, 0.15116701740014327, 0.1621559428464962, 0.17307506154598984, 0.1838624058334961, 0.1943579374556763, 0.2042894836413088, 0.2134531201601612, 0.22182109440194936, 0.22935075744789446, 0.23607048957621757, 0.2421229766116004, 0.247709723785905, 0.25287169726477743, 0.2575676948494928, 0.26162200785426504, 0.26489111999179493, 0.26721728086216734, 0.26850775207782507, 0.26875380651763997, 0.26796473597406556, 0.26615102721034667, 0.263361380247989, 0.25941866409785924, 0.25400657087198847, 0.247519891195367, 0.24028277851109964, 0.23249067538074022, 0.22414214580647063, 0.215297430975126, 0.20595300553959484, 0.1959465431789721, 0.1853877194694375, 0.1743765630413886, 0.16276692340959548, 0.1508188529157589, 0.13857533000302572, 0.1259468367186174, 0.11279074897960326, 0.09919042949910052, 0.08539975573271819, 0.07129620090290793, 0.05702995062201305, 0.04298136047711311, 0.029142183492600962, 0.015478231944390047, 0.0019757725075606747, -0.011403901276174189, -0.024679581540250087, -0.03793288666123289, -0.05087108870873297, -0.06324866966422388, -0.07524793102183219, -0.08691182395622486, -0.09831022489545062, -0.10944156384702322, -0.12015501179868524, -0.13029645464793055, -0.1397779919615183, -0.14861382681579133, -0.15661270617859524, -0.16402436350884958, -0.17101927531523536, -0.177576846399014, -0.18378648736384823, -0.18974899069683535, -0.19549450893291168, -0.201023808090262, -0.20627351656850906, -0.2111096098984201, -0.21542695382020205, -0.2193341615685661, -0.22293132837666274, -0.22616143395906108, -0.22896053905501731, -0.2314031292195561, -0.23371421104427856, -0.2358751928327753, -0.23784091464109647, -0.2397074793623098, -0.2414360385529316, -0.24306782680592087, -0.24472498561965167, -0.24632353998278284, -0.24755444877937346, -0.24836064051127957, -0.2488060557189579, -0.24895469630652362, -0.24894461963011189, -0.2488154718591834, -0.24851623258017042, -0.2480494553537798, ...]
3realcosineright[-0.3102828247910256, -0.30045466267248994, -0.29032202679476693, -0.2796961688147177, -0.26855466210585993, -0.25689418519797663, -0.24470811597499453, -0.23204298749596286, -0.21919865759608836, -0.20639375394755316, -0.19376987281688213, -0.18146064736163214, -0.16971751968423132, -0.15867568483433564, -0.1481946199271365, -0.13806482775022716, -0.12814653744839355, -0.11837243624266236, -0.1083743180446925, -0.09855336136661624, -0.08912063029135209, -0.08022172533175931, -0.07206657011938877, -0.06472465049588444, -0.057966502808832254, -0.05166253064984855, -0.045799890713136615, -0.04042486895644709, -0.035673825856673946, -0.0316143487795123, -0.028068772936166386, -0.024966055905766837, -0.022304868485915286, -0.019992854988037545, -0.017928430266052786, -0.01629470179771042, -0.015105747161422434, -0.014060850404044312, -0.013272148164293118, -0.01298160106182461, -0.013233825700780188, -0.013972931491191665, -0.015151981818672666, -0.016911760397249898, -0.019244891906470385, -0.022080261236518683, -0.025270998542999135, -0.028805453395443326, -0.03277288181409338, -0.03708500692585792, -0.04162146403860856, -0.04625850469075282, -0.050952693306896335, -0.05576646012839198, -0.06079822907417265, -0.06582296344754801, -0.07054943211712944, -0.07496349672160946, -0.078936284836775, -0.08231343090856458, -0.08508561012819754, -0.08723589573424217, -0.0887110004348633, -0.08939957494634382, -0.08934511542748186, -0.08858419075570201, -0.08719343172217675, -0.08516940719532723, -0.08228494209018078, -0.07876995732970299, -0.07458290018388175, -0.06966013949074407, -0.06405325223340286, -0.057671208323622714, -0.05071783639193139, -0.043453116650312096, -0.03594085167685024, -0.028207977108357762, -0.020295785312604675, -0.012209109701344145, -0.003985610558402353, 0.004250846326858737, 0.012377038609088786, 0.020313732015109942, 0.027984549518990987, 0.03526268873834654, 0.042106850199264634, 0.048621866502707944, 0.0547444686002605, 0.060393232144549, 0.06549071912003718, 0.07019661663462373, 0.07439331575684438, 0.0780280334981247, 0.081080824733203, 0.08347733487311959, 0.08505074742968982, 0.08590086812645592, 0.08641774344882372, 0.08662276042825989, ...]

... and 12 more rows.

rel_pos_theta
description: Theta activity for each segment of the route
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segment_positiontheta_S1_Chan1theta_S1_Chan2theta_S1_Chan3theta_S1_Chan4theta_S2_Chan1theta_S2_Chan2theta_S2_Chan3theta_S3_Chan1theta_S3_Chan3theta_S3_Chan4theta_S4_Chan1theta_S4_Chan2theta_S4_Chan3theta_S4_Chan4theta_S5_Chan1theta_S5_Chan2theta_S5_Chan3theta_S5_Chan4
id
00.0000000.8172370.3684950.326167-0.5645680.8199270.256213-0.2987860.831154-0.403446-0.4923850.3160580.7074850.2736190.434112-0.2388630.189252-0.627787-0.293663
10.0349070.8799450.2158400.119154-0.6829310.7479400.254755-0.2851300.827945-0.275080-0.5062710.1111360.5807490.2819860.185165-0.382361-0.043826-0.714020-0.122794
20.0698130.8856510.083024-0.054263-0.8217360.6068900.198100-0.2842340.744461-0.170375-0.658609-0.0428600.4988330.381633-0.055428-0.448287-0.252096-0.7052320.048972
30.1047200.8615110.127213-0.168473-0.8534340.4135680.229407-0.2208380.597856-0.021725-0.835037-0.0716730.4720920.471717-0.188904-0.508062-0.401960-0.7203460.064518

... and 177 more rows.

route_models
description: -sine and cosine route models for left and right walks for reconstructed real and imagined walks
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conditionmodel_typedirectiontheta_reconstruction
id
0baseline_model-sineleft[-1.484316732323131, -1.4843009331765937, -1.4842850709562152, -1.4842645343890082, -1.4842398320135266, -1.484214289967997, -1.484180613955384, -1.4841468162110065, -1.484107047657537, -1.4840641308418916, -1.4840187616470766, -1.4839666088921997, -1.4839142720754313, -1.4838538738176752, -1.4837921345795826, -1.4837255455244214, -1.4836542506807393, -1.4835811005055435, -1.4835000882088594, -1.4834185960717967, -1.4833274656195647, -1.4832295954114059, -1.4831180418551198, -1.4829996028538666, -1.4828696693178633, -1.4827309303982381, -1.482569224826911, -1.4823910717332285, -1.4821887076517657, -1.4819590951756483, -1.4817070187768033, -1.4814335570698043, -1.4811407143120223, -1.4808266482040615, -1.480493556069948, -1.4801408935164524, -1.4797699492130836, -1.479379284500888, -1.4789671998921505, -1.478532685767107, -1.4780768189844304, -1.4776023511266971, -1.4771090979833574, -1.4765968260022715, -1.4760655268690155, -1.475515043329674, -1.4749452746185543, -1.474356043566529, -1.4737473647222505, -1.4731192173407222, -1.4724715501088455, -1.4718034808079885, -1.4711151628987897, -1.4704073767872412, -1.4696800584437608, -1.4689330827214726, -1.4681663817187987, -1.4673800256129121, -1.4665740300519357, -1.4657483319052678, -1.464902901671147, -1.4640378520806203, -1.4631532735788588, -1.4622491665480541, -1.461325497702055, -1.4603823687752926, -1.4594198116528176, -1.4584378496131447, -1.4574355496418132, -1.4564139094998356, -1.4553731878247989, -1.4543135175213935, -1.453234894634434, -1.45213743788635, -1.451021307371831, -1.4498867105096116, -1.4487337416223982, -1.4475624828494742, -1.4463730084898079, -1.4451653005947769, -1.4439394554378995, -1.4426955235856416, -1.4414335959694198, -1.4401537541396423, -1.438856079194302, -1.4375406098089611, -1.4362074006322807, -1.4348557011985967, -1.4334861592344719, -1.4320991684660993, -1.4306947265932644, -1.4292728150018035, -1.427833395676023, -1.426376413181983, -1.4249019156318659, -1.4234099579498392, -1.421900580671127, -1.42037381507144, -1.4188297017457197, -1.4172682372753596, ...]
1baseline_modelcosineleft[-0.07714640952368203, -0.0792670168600227, -0.08139609015050096, -0.08353350323743272, -0.08567900766514368, -0.08783294704231585, -0.08999483299943849, -0.09216453372355113, -0.09434183105481843, -0.09652687201821329, -0.09871953098026215, -0.10091952909839046, -0.10312729163501913, -0.10534262787201765, -0.1075657722135044, -0.10979631916205886, -0.11203567151343297, -0.11428466028889091, -0.11654099886129446, -0.11881070185364688, -0.12112537546442953, -0.12357381859937001, -0.1261831962310137, -0.12887244303996334, -0.13163878267074874, -0.13452243246704587, -0.13765031240589362, -0.14099743424594746, -0.14459452334398762, -0.1484537717279422, -0.15250516072983777, -0.15669851440137728, -0.16097430312272734, -0.16530995531545478, -0.1697110490205146, -0.1741742520116374, -0.17867524734667786, -0.18322484907276596, -0.18783475952275552, -0.19250656248365322, -0.1972022505126293, -0.2019132368283039, -0.20663930808397038, -0.21138072483171141, -0.21613571675816623, -0.2209040183969817, -0.22568492772442844, -0.2304784333772682, -0.23528304239711167, -0.24009770076817638, -0.24492169395318003, -0.24975455157707577, -0.2545949818542624, -0.25944190436733694, -0.26429501558754015, -0.26915443284141705, -0.2740198946866244, -0.2788903134561821, -0.2837650295426382, -0.2886439010797835, -0.29352660244395296, -0.29841204147209405, -0.30329934094111044, -0.3081881751457379, -0.31307841678469867, -0.31796925751539507, -0.322860299830146, -0.32775121623514497, -0.33264158921508186, -0.33753051460523115, -0.342417341751513, -0.3473013765688012, -0.35218259089065035, -0.3570604122978059, -0.3619341272743802, -0.36680286879263535, -0.3716663017780724, -0.3765241616029353, -0.38137623053435876, -0.38622266914668085, -0.3910631781512976, -0.3958976507273725, -0.4007258316645103, -0.40554751427628777, -0.41036250395814017, -0.41517076849171247, -0.41997221847493765, -0.4247664087471926, -0.42955319853396334, -0.43433246357428645, -0.4391043380038602, -0.4438690003670666, -0.44862668053020316, -0.4533776495269882, -0.45812182963172265, -0.4628591237045202, -0.4675894825000512, -0.4723128856911619, -0.477029283691473, -0.4817387588991488, ...]
2baseline_model-sineright[-1.4604000627401252, -1.460385508347914, -1.4603708897292116, -1.4603521371412822, -1.4603293520397738, -1.4603061290828694, -1.4602750487048084, -1.4602438450405075, -1.460207599039674, -1.4601679414986837, -1.4601266181757948, -1.4600783832598154, -1.4600299562851347, -1.4599747703255663, -1.459917602496253, -1.4598567324886915, -1.4597907040359792, -1.4597239029900273, -1.4596487255896622, -1.459572018652851, -1.4594859462178196, -1.459394402143617, -1.4592928747934957, -1.4591831342187112, -1.459061596005591, -1.4589306310989032, -1.4587858963647293, -1.4586327130607613, -1.4584628653242024, -1.4582774149864435, -1.4580683487424075, -1.4578273169316658, -1.4575604856593531, -1.4572687545753078, -1.4569558413148265, -1.4566233415051237, -1.4562740243057002, -1.455907568958347, -1.4555219012868288, -1.4551189246136933, -1.4546984594936667, -1.4542603205739788, -1.453804281734219, -1.4533303080813396, -1.4528382657243701, -1.452327989168311, -1.4517992362815386, -1.4512519067729321, -1.4506858997834882, -1.4500997082955274, -1.4494946617882845, -1.4488707321991594, -1.4482278242991014, -1.4475657301302436, -1.4468844080226626, -1.4461839112966384, -1.445464165530476, -1.4447249711961292, -1.4439664550548696, -1.4431886383723422, -1.44239142748872, -1.441574739599723, -1.4407387731040782, -1.439883552022357, -1.4390090085975313, -1.438115111051378, -1.4372019712325452, -1.4362696541541977, -1.4353181728615878, -1.4343477539490395, -1.4333578526418598, -1.432349151085503, -1.4313216296908124, -1.4302755364209265, -1.4292110318732356, -1.4281281160070953, -1.4270268746321597, -1.4259075299821355, -1.424770238322553, -1.4236150895254864, -1.4224422376077495, -1.4212518099724474, -1.420043853587555, -1.4188184867492253, -1.4175758246473835, -1.4163159002583379, -1.415038835501973, -1.4137447932824032, -1.412433832069528, -1.4111060367154558, -1.4097615249348552, -1.4084003912893464, -1.4070227141055582, -1.4056286232411859, -1.4042183073047991, -1.4027917890276276, -1.401349112535424, -1.3998903167490808, -1.3984153917655786, -1.396923602372268, ...]
3baseline_modelcosineright[-0.042543652281508984, -0.04458554161024483, -0.04663644151017854, -0.048696181320923466, -0.050764668388838356, -0.052841920907505696, -0.054927419895714244, -0.05702119141290767, -0.059123434279435706, -0.061233861285111275, -0.06335247732148079, -0.06547924617560134, -0.06761448326182053, -0.06975792638150989, -0.07190958504642543, -0.07406918868992889, -0.07623695559308863, -0.07841252468862361, -0.08060109213653265, -0.08283418750984534, -0.08514024493352701, -0.08753406497085056, -0.09003103473863927, -0.09263555433220474, -0.09535604159239978, -0.09820133211872184, -0.10113791950720907, -0.10417549538851618, -0.10733131247240894, -0.11064892270784497, -0.11425253171760173, -0.11816422387362255, -0.12229096983111855, -0.12659885899367587, -0.13100813227406727, -0.13548261069821813, -0.1399786028606416, -0.14449470266204745, -0.14903106372230784, -0.15358672254565414, -0.15816101398558516, -0.16275343236656864, -0.1673639464731174, -0.17199069364463884, -0.176632983765904, -0.18129049574625652, -0.18596360194084607, -0.19065143974761284, -0.19535325256054908, -0.20006854843527494, -0.2047966662625222, -0.20953661536627144, -0.21428788905133334, -0.21905083532561015, -0.2238246028313912, -0.22860778278199623, -0.23339994716325765, -0.23820150727076217, -0.243010787227347, -0.247826911183661, -0.25264976493051206, -0.25747917596388525, -0.26231338302997603, -0.26715174524892277, -0.27199417138746446, -0.276840381427673, -0.2816893653613237, -0.28654043016243524, -0.2913931937778753, -0.29624625292851564, -0.3010989594331442, -0.3059509379791936, -0.31080215854539206, -0.3156513203811516, -0.3204976114381752, -0.32534099122446897, -0.3301810426114274, -0.3350167872022671, -0.33984758980985086, -0.34467313132659305, -0.3494928488405028, -0.3543063206956927, -0.3591134680332376, -0.36391393684484397, -0.36870740481767394, -0.3734938772422067, -0.3782730264979025, -0.38304439264184764, -0.3878079171429312, -0.39256344918028385, -0.39731072973320297, -0.4020495924664818, -0.4067799337133869, -0.41150148113981644, -0.41621378164573536, -0.4209169456194946, -0.4256110070518972, -0.43029601296575026, -0.43497201126686363, -0.4396388644383568, ...]

... and 8 more rows.

route_probability_maps
description: 2D route-position probability maps stored row-wise by condition
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lin_axH2D_imagH2D_ctrlH2D_walk
id
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walk_theta
description: Theta for real and imagined walks aligned to average spatial coordinates of left and right walks
table\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
walk_typedirectiontheta
id
0realleft[0.5535896570156469, 0.5485878510770743, 0.543181608808524, 0.537248519152101, 0.5308891655965402, 0.5239834915143428, 0.5165288803344026, 0.5085901656885656, 0.5001067299044311, 0.49100324659439976, 0.4812327435983454, 0.47087678037418246, 0.46008739596837905, 0.4489908884955332, 0.4374275560823117, 0.42524647401531457, 0.41241249116424633, 0.3990024089586465, 0.38511804818869894, 0.3706690191354654, 0.355533511657988, 0.3397177583488681, 0.32327374178858564, 0.306248239032198, 0.28870775593822906, 0.2706035901243747, 0.2519245573356119, 0.23270091853464073, 0.21306617059823083, 0.19312833264862395, 0.17298554885342468, 0.15282587897997643, 0.13357396744783034, 0.11475220809761799, 0.0967764170115888, 0.0798837627411873, 0.06368182890146062, 0.04825472518482337, 0.033821421546766886, 0.020402054146358997, 0.007992110845712897, -0.003085626896971971, -0.01294756869670023, -0.021757113559673708, -0.029588336844804893, -0.03630811245364739, -0.041928077687964374, -0.04660722170607742, -0.050043765263799556, -0.052341710767044684, -0.05393820020994972, -0.054554050010755556, -0.054356624955804414, -0.05354177518709171, -0.05210856134921456, -0.0501894142732608, -0.04793964283512954, -0.0452947858826439, -0.04220496385793758, -0.038526507210072065, -0.0342468906238964, -0.02964195142897583, -0.024588990537300428, -0.018883844833688965, -0.01257004436249547, -0.0057693597105563195, 0.0014737262231044985, 0.009050545421818773, 0.016922728371224747, 0.025450389018614895, 0.03429265715052179, 0.0432646632968679, 0.05219948768940757, 0.06090981712322908, 0.06956692370322487, 0.07817591882341453, 0.08658394952911729, 0.09457668678396607, 0.10221631157762145, 0.10963732053933667, 0.11669663271067608, 0.12327137541870671, 0.12935435142941923, 0.13521586143831177, 0.1408634003559495, 0.14616513662452824, 0.15109319587628878, 0.15586393800051912, 0.1601385845162059, 0.16397773686982345, 0.16737806935719005, 0.17043384422656352, 0.1734569732982125, 0.1765804448408685, 0.1796165099336636, 0.18238234634504738, 0.18490756558399188, 0.1872565318884062, 0.18937108051936966, 0.19133783625928472, ...]
1imaginedleft[2.280677903655712, 2.3475025698271637, 2.4124539340559887, 2.4752579069506204, 2.5356171874428073, 2.5929844887801488, 2.6471593633733277, 2.6980732298394563, 2.7456718050647893, 2.789701353307685, 2.82927117828045, 2.8647145144197976, 2.8958637290128615, 2.9225256440389757, 2.9441516230156326, 2.9609766834209057, 2.9734503104404753, 2.9816728804766393, 2.9856202475437765, 2.984598839338905, 2.9791861523765317, 2.9698213010710934, 2.9568321289779873, 2.940350563420959, 2.9207318219774736, 2.898475346123234, 2.8738090698673306, 2.8470312995040485, 2.817497698881944, 2.7855350298827593, 2.7512045466083435, 2.7147182763334357, 2.6762906624864193, 2.6359346434623316, 2.5940511119616008, 2.5509302359233357, 2.5069360082757273, 2.4623505768433995, 2.4173319699668334, 2.371812617586056, 2.325817928271348, 2.2793750668111725, 2.2325678917119416, 2.185529902913488, 2.1383597237321226, 2.0911250939821544, 2.044047242126577, 1.9971492444107741, 1.950502288083761, 1.9042101685887505, 1.858623826487738, 1.814767573503732, 1.773084259911348, 1.7323507556299431, 1.69210882276, 1.6523745608252463, 1.613253665589914, 1.5749184992090017, 1.5376926280049643, 1.5017011621155605, 1.466826726467945, 1.4329445212834135, 1.4002146801675914, 1.3691513605969052, 1.3409328054310803, 1.3146275282276518, 1.2898626830705409, 1.2667066739648793, 1.2452045418971636, 1.225274216739464, 1.207049713492095, 1.1909612683802246, 1.1770198790447495, 1.1654751591628243, 1.1562733816584454, 1.1496061439272833, 1.1453549001014394, 1.1435862254462235, 1.1442812955093837, 1.1475731345337628, 1.1529990520503057, 1.1598972526602778, 1.168396089650116, 1.1789475148586808, 1.1911832022911075, 1.2048717811482705, 1.2195993655531072, 1.234748351020855, 1.2504668422385083, 1.2672737654157311, 1.2845976165545012, 1.3019300360379955, 1.31916684026064, 1.3363231136266296, 1.3535448063197866, 1.371172627101834, 1.3892882582981634, 1.407453593416377, 1.4255505932456536, 1.443533715361957, ...]
2realright[0.4362819475817656, 0.4329815079613951, 0.42880842243174033, 0.4237497980746563, 0.41771871671954053, 0.41060709709101356, 0.40271320613078965, 0.39415524459038753, 0.38505324495027365, 0.3755740234423554, 0.36578107908762475, 0.355718506101233, 0.3456752242288869, 0.33594541333728495, 0.3264133403042465, 0.31676702284187325, 0.307031116419177, 0.2972205927024106, 0.28733432116114965, 0.27767744116961585, 0.2676291442320687, 0.25712401243688376, 0.24636219285457675, 0.23554561694931067, 0.2246876820120223, 0.2137691897522047, 0.20280995099076876, 0.1918035187455492, 0.18078875474414072, 0.16992942217138016, 0.15945303260994834, 0.14940479561280628, 0.13996434701106175, 0.1308132644536445, 0.12208323990647074, 0.11428692287869294, 0.10755574806147927, 0.10122472328453873, 0.09551616090799757, 0.09064444724322757, 0.08634911541476255, 0.08234888255977488, 0.07858346506461979, 0.0752216417880836, 0.0724462647068582, 0.07053426656735208, 0.0694311515569805, 0.06896685616152591, 0.06906487881718393, 0.06976332982172201, 0.0709510659267777, 0.07245770141904989, 0.0742973364092249, 0.07647004541052292, 0.07908700346102465, 0.08234066227323097, 0.08646693795705822, 0.09130849815729036, 0.09657056659564237, 0.10251633123693298, 0.10923286035228617, 0.11621325544726792, 0.12335333684462826, 0.13047742325043996, 0.1376657003286813, 0.14493375429264876, 0.15203417887104714, 0.1588771430043749, 0.16547453785961577, 0.17186763075450087, 0.17854424629567098, 0.18602477121099514, 0.19406151559659432, 0.20214934989880096, 0.210126473907969, 0.21817091770892014, 0.2260862979481184, 0.23373084318301593, 0.24118840130232638, 0.24860096775764168, 0.2559026777420827, 0.26303474129175974, 0.26977687099910047, 0.27619999718922683, 0.2823946823391765, 0.28837234252740807, 0.2941378451550821, 0.2998084115611734, 0.30519157136146086, 0.31055712315198486, 0.31600357268003726, 0.3212904279581333, 0.32642650780696214, 0.3314672961138631, 0.33651023068550034, 0.3416800113190319, 0.34692362619471645, 0.35230495940968626, 0.35767211761724377, 0.3631306750421318, ...]
3imaginedright[2.021953986461209, 2.0528137608795087, 2.0837354099991314, 2.1145375421822927, 2.14499161760335, 2.1746261407077236, 2.203506550321793, 2.231529105231943, 2.2586013419553232, 2.2842049783262515, 2.3087237939118004, 2.3321945917469096, 2.354603876310383, 2.375601420437089, 2.395676484769433, 2.414848473219197, 2.433081813175416, 2.4501219997961594, 2.466400112114617, 2.481989167819789, 2.496929592286424, 2.511304652739238, 2.525448522840016, 2.539285033791817, 2.5526311521259903, 2.5650581823384155, 2.576503494316036, 2.5867893540928644, 2.5956547350709864, 2.6024962559652005, 2.607823282531131, 2.6116593248724116, 2.6138013066101466, 2.6139314055047596, 2.6127517634410196, 2.610289525666885, 2.606472235261997, 2.601297522413679, 2.5950370955507642, 2.5877106261653884, 2.579200509854518, 2.569188845987515, 2.557937442438466, 2.5454152682031643, 2.531464011933448, 2.5160239516442147, 2.499641979066864, 2.4823950752979798, 2.464119187704509, 2.444542037808115, 2.423929634460606, 2.4022981554834963, 2.3795572410136123, 2.3556620776222617, 2.3308748464950253, 2.305167113859855, 2.2783502188881943, 2.2502827980296067, 2.221251394784173, 2.1912994804862507, 2.1602677787778823, 2.128028199011525, 2.0948046156091746, 2.060620376216226, 2.0253590510415527, 1.9890181012267938, 1.9519965857573522, 1.914456692565356, 1.8764924372407639, 1.8384360067094685, 1.8007929457852614, 1.763956665846781, 1.7284262269993107, 1.6941402579508904, 1.6606641068248411, 1.62789228415717, 1.5957486489796504, 1.5641246701965563, 1.532937232254543, 1.5021514944273084, 1.4717488328589847, 1.4417356064808202, 1.412114164944951, 1.382883165321397, 1.3540687761885155, 1.3258451762730092, 1.299070181292265, 1.2741928578052184, 1.2500090709105545, 1.2258114202134585, 1.2015584930607406, 1.1772825060925207, 1.1529903087540732, 1.1286572431870647, 1.1043097357343097, 1.0799757543082589, 1.0556091048395406, 1.0311672144524073, 1.0066615766967872, 0.9820992868409587, ...]
walking_spatial_theta
description: Theta activity associated with walking route spatial coordinates
table\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
directiontheta
id
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behavior
description: Processed behavioral data
data_interfaces
hip_angular_velocity
time_series
hip_angular_velocity_turns
starting_time: 0.0
rate: 250.0
resolution: -1.0
comments: no comments
description: Mean angular velocity of hips aligned with all turns across participants
conversion: 1.0
offset: 0.0
unit: degrees/s
data
HDF5 dataset
Data typefloat64
Shape(1001, 1)
Array size7.82 KiB
Chunk shape(1001, 1)
Compressiongzip
Compression opts4
Compression ratio1.0459770114942528
starting_time_unit: seconds
hip_speed
time_series
hip_speed_turns
starting_time: 0.0
rate: 250.0
resolution: -1.0
comments: no comments
description: Mean speed of hips aligned with all turns across participants
conversion: 1.0
offset: 0.0
unit: m/s^2
data
HDF5 dataset
Data typefloat64
Shape(1001, 1)
Array size7.82 KiB
Chunk shape(1001, 1)
Compressiongzip
Compression opts4
Compression ratio1.0873048200950441
starting_time_unit: seconds
average_walks
description: Average spatial walk per subject and route
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subject_iddirectionx_coordinatesy_coordinates
id
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... and 6 more rows.

ecephys
description: Processed ephys data
data_interfaces
P4_theta_trials
starting_time: 0.0
rate: 250.0
resolution: -1.0
comments: no comments
description: Theta activity for all 35 individual trials for participant S4
conversion: 1.0
offset: 0.0
unit: Z
data
HDF5 dataset
Data typefloat64
Shape(7056, 35)
Array size1.88 MiB
Chunk shape(7056, 35)
Compressiongzip
Compression opts4
Compression ratio1.0430353443524425
starting_time_unit: seconds
avg_theta_turns
starting_time: -3.0
rate: 250.0
resolution: -1.0
comments: no comments
description: Average theta activity aligned with all turns across participants
conversion: 1.0
offset: 0.0
unit: Z
data
HDF5 dataset
Data typefloat64
Shape(1001, 1)
Array size7.82 KiB
Chunk shape(1001, 1)
Compressiongzip
Compression opts4
Compression ratio1.050780737436032
starting_time_unit: seconds
avg_theta_turns_sem
starting_time: -3.0
rate: 250.0
resolution: -1.0
comments: no comments
description: Average theta activity aligned with all turns across participants
conversion: 1.0
offset: 0.0
unit: Z
data
HDF5 dataset
Data typefloat64
Shape(1001, 1)
Array size7.82 KiB
Chunk shape(1001, 1)
Compressiongzip
Compression opts4
Compression ratio1.0616465597242477
starting_time_unit: seconds
processed_broadband_iEEG
starting_time: 0.0
rate: 250.0
resolution: -1.0
comments: no comments
description: Exemplary broadband iEEG from S4 during real-world navigation (z score)
conversion: 1.0
offset: 0.0
unit: volts
data
HDF5 dataset
Data typefloat64
Shape(1251, 4)
Array size39.09 KiB
Chunk shape(1251, 4)
Compressiongzip
Compression opts4
Compression ratio1.0408736349453978
starting_time_unit: seconds
electrodes
description: Electrodes for participant S4
table
description: metadata about extracellular electrodes
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locationgrouppaper_subject_idelectrode_numberchan_numberlabelgroup_name
id
0Left HP/HPiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS101S1_Chan1iEEG_group_S1
1Left HP/SubiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS112S1_Chan2iEEG_group_S1
2Right HP/HPiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS123S1_Chan3iEEG_group_S1
3Right HP/SubiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS134S1_Chan4iEEG_group_S1

... and 14 more rows.

processed_theta_iEEG
starting_time: 0.0
rate: 250.0
resolution: -1.0
comments: no comments
description: Exemplary theta (4-12 Hz) iEEG from S4 during real-world navigation (z score)
conversion: 1.0
offset: 0.0
unit: volts
data
HDF5 dataset
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starting_time_unit: seconds
electrodes
description: Electrodes for participant S4
table
description: metadata about extracellular electrodes
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locationgrouppaper_subject_idelectrode_numberchan_numberlabelgroup_name
id
0Left HP/HPiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS101S1_Chan1iEEG_group_S1
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2Right HP/HPiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS123S1_Chan3iEEG_group_S1
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... and 14 more rows.

time_freq_turns
starting_time: -3.0
rate: 250.0
resolution: -1.0
comments: no comments
description: Average time frequency aligned with all turns across participants
conversion: 1.0
offset: 0.0
unit: z
data
HDF5 dataset
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metric: power
bands
description: Table for describing the bands that DecompositionSeries was generated from.
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band_nameband_limitsband_mean
id
01.0 Hz[1.0, 1.0]1.000000
11.0717734625362931 Hz[1.0717734625362931, 1.0717734625362931]1.071773
21.148698354997035 Hz[1.148698354997035, 1.148698354997035]1.148698
31.2311444133449163 Hz[1.2311444133449163, 1.2311444133449163]1.231144

... and 61 more rows.

wavelet_power_left_walks
starting_time: 0.0
rate: 250.0
resolution: -1.0
comments: no comments
description: Wavelet power at specific frequencies for left walks, participant S4
conversion: 1.0
offset: 0.0
unit: uV^2
data
HDF5 dataset
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source_channels
description: Electrodes for participant S4
table
description: metadata about extracellular electrodes
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locationgrouppaper_subject_idelectrode_numberchan_numberlabelgroup_name
id
0Left HP/HPiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS101S1_Chan1iEEG_group_S1
1Left HP/SubiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS112S1_Chan2iEEG_group_S1
2Right HP/HPiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS123S1_Chan3iEEG_group_S1
3Right HP/SubiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS134S1_Chan4iEEG_group_S1

... and 14 more rows.

metric: power
bands
description: Table for describing the bands that DecompositionSeries was generated from.
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band_nameband_limitsband_mean
id
01.0 Hz[1.0, 1.0]1.000000
11.0717734625362931 Hz[1.0717734625362931, 1.0717734625362931]1.071773
21.148698354997035 Hz[1.148698354997035, 1.148698354997035]1.148698
31.2311444133449163 Hz[1.2311444133449163, 1.2311444133449163]1.231144

... and 61 more rows.

wavelet_power_right_walks
starting_time: 0.0
rate: 250.0
resolution: -1.0
comments: no comments
description: Wavelet power at specific frequencies for right walks, participant S4
conversion: 1.0
offset: 0.0
unit: uV^2
data
HDF5 dataset
Data typefloat64
Shape(6708, 1, 65)
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starting_time_unit: seconds
source_channels
description: Electrodes for participant S4
table
description: metadata about extracellular electrodes
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locationgrouppaper_subject_idelectrode_numberchan_numberlabelgroup_name
id
0Left HP/HPiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS101S1_Chan1iEEG_group_S1
1Left HP/SubiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS112S1_Chan2iEEG_group_S1
2Right HP/HPiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS123S1_Chan3iEEG_group_S1
3Right HP/SubiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS134S1_Chan4iEEG_group_S1

... and 14 more rows.

metric: power
bands
description: Table for describing the bands that DecompositionSeries was generated from.
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band_nameband_limitsband_mean
id
01.0 Hz[1.0, 1.0]1.000000
11.0717734625362931 Hz[1.0717734625362931, 1.0717734625362931]1.071773
21.148698354997035 Hz[1.148698354997035, 1.148698354997035]1.148698
31.2311444133449163 Hz[1.2311444133449163, 1.2311444133449163]1.231144

... and 61 more rows.

task
description: Task configuration and geometry
data_interfaces
instructed_routes
description: Instructed walking routes
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directionx_coordinatesy_coordinates
id
0left[-0.1, -0.1, -6.5, -6.5, -0.1, -0.1][1.25, 6.0, 6.0, -1.511, -3.253, -1.0]
1right[0.1, 0.1, 6.5, 6.5, 0.1, 0.1][1.25, 6.0, 2.247, -4.258, -6.0, -1.0]
electrodes
description: metadata about extracellular electrodes
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locationgrouppaper_subject_idelectrode_numberchan_numberlabelgroup_name
id
0Left HP/HPiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS101S1_Chan1iEEG_group_S1
1Left HP/SubiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS112S1_Chan2iEEG_group_S1
2Right HP/HPiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS123S1_Chan3iEEG_group_S1
3Right HP/SubiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS134S1_Chan4iEEG_group_S1

... and 14 more rows.

electrode_groups
iEEG_group_S1
description: Electrode group for S1. Medial temporal lobe iEEG contacts.
location: Medial temporal lobe
device
description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)
manufacturer: Neuropace
model_number: 320
model_name: RNS System
iEEG_group_S2
description: Electrode group for S2. Medial temporal lobe iEEG contacts.
location: Medial temporal lobe
device
description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)
manufacturer: Neuropace
model_number: 320
model_name: RNS System
iEEG_group_S3
description: Electrode group for S3. Medial temporal lobe iEEG contacts.
location: Medial temporal lobe
device
description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)
manufacturer: Neuropace
model_number: 320
model_name: RNS System
iEEG_group_S4
description: Electrode group for S4. Medial temporal lobe iEEG contacts.
location: Medial temporal lobe
device
description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)
manufacturer: Neuropace
model_number: 320
model_name: RNS System
iEEG_group_S5
description: Electrode group for S5. Medial temporal lobe iEEG contacts.
location: Medial temporal lobe
device
description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)
manufacturer: Neuropace
model_number: 320
model_name: RNS System
devices
iEEG_array
description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)
manufacturer: Neuropace
model_number: 320
model_name: RNS System
scratch
n_seg
description: number of segments
general__SubjectsTable
description: Subjects in this experiment
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sexspeciessubject_idagesubject_descriptionindividual_subj_link
id
0MHomo sapiensS1P36YSubject S1relfilepath/sub-S1_ses-20220703T043729_behavior+ecephys.nwb
1MHomo sapiensS2P45YSubject S2relfilepath/sub-S2_ses-20230723T012252_behavior+ecephys.nwb
2FHomo sapiensS3P24YSubject S3relfilepath/sub-S3_ses-20230219T002943_behavior+ecephys.nwb
3MHomo sapiensS4P39YSubject S4relfilepath/sub-S4_ses-20230811T134728_behavior+ecephys.nwb

... and 1 more row.

" + ], + "text/plain": [ + "root abc.NdxMultiSubjectsNWBFile at 0x13563752000\n", + "Fields:\n", + " devices: {\n", + " iEEG_array \n", + " }\n", + " electrode_groups: {\n", + " iEEG_group_S1 ,\n", + " iEEG_group_S2 ,\n", + " iEEG_group_S3 ,\n", + " iEEG_group_S4 ,\n", + " iEEG_group_S5 \n", + " }\n", + " electrodes: electrodes \n", + " file_create_date: [datetime.datetime(2026, 4, 9, 14, 37, 54, 186783, tzinfo=tzoffset(None, -18000))]\n", + " general__SubjectsTable: SubjectsTable \n", + " identifier: 84464b58-b54f-4520-88b4-23bc0f9a3457\n", + " processing: {\n", + " analysis ,\n", + " behavior ,\n", + " ecephys ,\n", + " task \n", + " }\n", + " scratch: {\n", + " n_seg \n", + " }\n", + " session_description: test multi subjects\n", + " session_start_time: 2026-04-09 19:37:54.186512+00:00\n", + " timestamps_reference_time: 2026-04-09 19:37:54.186512+00:00" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "nwbfile" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "2ba4d8f8", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# 4 a- c\n", + "\n", + "# route model\n", + "route_mdl_tbl = nwbfile.processing[\"analysis\"][\"route_models\"]\n", + "\n", + "nsine_base_left_idx = np.where((route_mdl_tbl[\"condition\"][:] == \"baseline_model\") & (route_mdl_tbl[\"model_type\"][:] == \"-sine\") & (route_mdl_tbl[\"direction\"][:] == \"left\"))[0][0]\n", + "nsine_base_right_idx = np.where((route_mdl_tbl[\"condition\"][:] == \"baseline_model\") & (route_mdl_tbl[\"model_type\"][:] == \"-sine\") & (route_mdl_tbl[\"direction\"][:] == \"right\"))[0][0]\n", + "\n", + "dim = 8\n", + "inc = 0.01\n", + "z = np.arange(-dim, dim + inc, inc)\n", + "x = z.copy()\n", + "\n", + "\n", + "nsine_base_HPC = track2img(right_track, np.array(route_mdl_tbl[\"theta_reconstruction\"][nsine_base_right_idx]).squeeze(), x, z, brush=17)\n", + "nsine_base_HPC = track2img(left_track, np.array(route_mdl_tbl[\"theta_reconstruction\"][nsine_base_left_idx]).squeeze(), x, z, brush=17, img_2d=nsine_base_HPC)\n", + "\n", + "\n", + "# if single channel, drop trailing singleton dimension\n", + "nsine_base_HPC = np.squeeze(nsine_base_HPC)\n", + "\n", + "\n", + "fig, ax = plt.subplots(figsize=(6.55, 4.45))\n", + "\n", + "img_plot = np.ma.masked_invalid(nsine_base_HPC.T)\n", + "\n", + "im = ax.imshow(\n", + " img_plot,\n", + " extent=[x[0], x[-1], z[0], z[-1]],\n", + " origin=\"lower\",\n", + " aspect=\"equal\",\n", + " cmap=\"jet\",\n", + " vmin=-3,\n", + " vmax=3\n", + ")\n", + "\n", + "ax.set_xlim([-8, 8])\n", + "ax.set_ylim([-7.5, 7.5])\n", + "ax.set_xticks(np.arange(-8, 9, 2))\n", + "ax.set_yticks(np.arange(-6, 7, 2))\n", + "ax.set_xlabel(\"space [m]\")\n", + "ax.set_ylabel(\"space [m]\")\n", + "ax.tick_params(labelsize=18)\n", + "\n", + "cbar = fig.colorbar(im, ax=ax)\n", + "cbar.set_label(\"theta [z]\")\n", + "plt.title('-sine route model')\n", + "plt.tight_layout()\n", + "plt.show()\n", + "\n", + "\n", + "# real world reconstruction \n", + "\n", + "nsine_real_left_idx = np.where((route_mdl_tbl[\"condition\"][:] == \"real\") & (route_mdl_tbl[\"model_type\"][:] == \"-sine\") & (route_mdl_tbl[\"direction\"][:] == \"left\"))[0][0]\n", + "nsine_real_right_idx = np.where((route_mdl_tbl[\"condition\"][:] == \"real\") & (route_mdl_tbl[\"model_type\"][:] == \"-sine\") & (route_mdl_tbl[\"direction\"][:] == \"right\"))[0][0]\n", + "\n", + "\n", + "nsine_real_HPC = track2img(right_track, np.array(route_mdl_tbl[\"theta_reconstruction\"][nsine_real_right_idx]).squeeze(), x, z, brush=17)\n", + "nsine_real_HPC = track2img(left_track, np.array(route_mdl_tbl[\"theta_reconstruction\"][nsine_real_left_idx]).squeeze(), x, z, brush=17, img_2d=nsine_real_HPC)\n", + "\n", + "\n", + "# if single channel, drop trailing singleton dimension\n", + "nsine_real_HPC = np.squeeze(nsine_real_HPC)\n", + "\n", + "\n", + "fig, ax = plt.subplots(figsize=(6.55, 4.45))\n", + "\n", + "img_plot = np.ma.masked_invalid(nsine_real_HPC.T)\n", + "\n", + "im = ax.imshow(\n", + " img_plot,\n", + " extent=[x[0], x[-1], z[0], z[-1]],\n", + " origin=\"lower\",\n", + " aspect=\"equal\",\n", + " cmap=\"jet\",\n", + " vmin=-3,\n", + " vmax=3\n", + ")\n", + "\n", + "ax.set_xlim([-8, 8])\n", + "ax.set_ylim([-7.5, 7.5])\n", + "ax.set_xticks(np.arange(-8, 9, 2))\n", + "ax.set_yticks(np.arange(-6, 7, 2))\n", + "ax.set_xlabel(\"space [m]\")\n", + "ax.set_ylabel(\"space [m]\")\n", + "ax.tick_params(labelsize=18)\n", + "\n", + "cbar = fig.colorbar(im, ax=ax)\n", + "cbar.set_label(\"theta [z]\")\n", + "plt.title('Real-world, reconstruction')\n", + "plt.tight_layout()\n", + "plt.show()\n", + "\n", + "# imagined reconstruction\n", + "\n", + "nsine_imag_left_idx = np.where((route_mdl_tbl[\"condition\"][:] == \"imagined\") & (route_mdl_tbl[\"model_type\"][:] == \"-sine\") & (route_mdl_tbl[\"direction\"][:] == \"left\"))[0][0]\n", + "nsine_imag_right_idx = np.where((route_mdl_tbl[\"condition\"][:] == \"imagined\") & (route_mdl_tbl[\"model_type\"][:] == \"-sine\") & (route_mdl_tbl[\"direction\"][:] == \"right\"))[0][0]\n", + "\n", + "\n", + "nsine_imag_HPC = track2img(right_track, np.array(route_mdl_tbl[\"theta_reconstruction\"][nsine_imag_right_idx]).squeeze(), x, z, brush=17)\n", + "nsine_imag_HPC = track2img(left_track, np.array(route_mdl_tbl[\"theta_reconstruction\"][nsine_imag_left_idx]).squeeze(), x, z, brush=17, img_2d=nsine_imag_HPC)\n", + "\n", + "\n", + "# if single channel, drop trailing singleton dimension\n", + "nsine_imag_HPC = np.squeeze(nsine_imag_HPC)\n", + "\n", + "\n", + "fig, ax = plt.subplots(figsize=(6.55, 4.45))\n", + "\n", + "img_plot = np.ma.masked_invalid(nsine_imag_HPC.T)\n", + "\n", + "im = ax.imshow(\n", + " img_plot,\n", + " extent=[x[0], x[-1], z[0], z[-1]],\n", + " origin=\"lower\",\n", + " aspect=\"equal\",\n", + " cmap=\"jet\",\n", + " vmin=-3,\n", + " vmax=3\n", + ")\n", + "\n", + "ax.set_xlim([-8, 8])\n", + "ax.set_ylim([-7.5, 7.5])\n", + "ax.set_xticks(np.arange(-8, 9, 2))\n", + "ax.set_yticks(np.arange(-6, 7, 2))\n", + "ax.set_xlabel(\"space [m]\")\n", + "ax.set_ylabel(\"space [m]\")\n", + "ax.tick_params(labelsize=18)\n", + "\n", + "cbar = fig.colorbar(im, ax=ax)\n", + "cbar.set_label(\"theta [z]\")\n", + "plt.title('Imagined, reconstruction')\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "ade3cc37", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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iGidD2+GcFR4GGtepPjkXyVfh+7wS9rXkB+J5AOaEHBYAUDTkSigLJ9iy0Go+Oh8PDfAp9DwAc0EPCwAoFnIllIdnA7Hzt9N1Pn4+Ib3Q8wDMBQELACgSciWUiacucw/X4t2XKL9I2/P9JXsuUc2KXuJ5AOaEgAUAFAm5EsrEdVZ4OG7nuUR6+dujdCw+hTKyc8U13+ftU3uGoR4LmB1yWABAkZAroVycO7RkaDPRA9Z/yQHtdu5Z4e3ILQJLQMACAIrPleBhIEfNlVBqNVkOSp5uFKDIYwN1QsACAIrPleCcFfmwkLlzJWwVFJT2vkqfIcXH2rZeJVsfBjgIBCwAKv4VrIZcCZ4NxLkRnLPCw0Dcs8LBCudK8PBDWdvZVkFBae8rzZDi5OLPBkeKoTHubeIAjrdj6AUcDQIWgDJS+q9ge2bpXAlbBQWlve+iwZH04ZZz2hlSUu+SNEOKAzieIcVDMgiMwVEgYAEoA/wKtnwPlaVyJYpOm7ZWUGDI+07/NZrupD8U3yl9M6Q4gOM2wZAMOApVT2tOT0+nGTNmUHh4OHl7e5Ofnx+1bNmS5s+fTw8fPjTre73yyivk5OQkLsHBwWbdNygT6oSYL+jrMG83Df7qEP1n3UlxzfflReGkXIk+TQPFtTkCCFtNmzbkfTlYYZghBeAAAUt8fDxFRETQzJkz6cyZM6TRaCg7O5uOHj1Kb731FrVp04ZSUlLM8l67d++mZcuWmWVfYD9QJ8S+K9naatq0oe/LUE0WQOUBS25uLvXu3Zvi4uKoevXqtH37dsrMzKT79+/TunXryMfHh06cOEHDhg0r83vxPseMGUOurq7UokULsxw/2AfUCbHvHipblZg39H2reHugmiyA2gOWlStX0unTp8XtH3/8kbp06SJuOzs708CBA+nLL78U9zdv3kw7d+4s03tNnTqVLl++TG+//TY1btzYDEcP9gJrqth3D5WtSswb+r4zn22MarIAjhCwsE6dOlHbtm2LPT5o0CCqU6eOuL1q1SqT3+fQoUP02WefUUhICL377rtlOGKwR1hTxb57qGxVYt7Q9+0ZUTBD6lxCukiwbTI9SlxzgIxkbnBEqpslxEM0+/fvF7d79Oih8zmcGNu9e3dasmQJbdu2zaT34XyYUaNGidwYzl/x9MSvaEdjrTohaqWESra2KjFv6PuimiyAigOWmJgYys/PF7ebNGmi93nSYwkJCZScnEwVKxr3K/j9998X7/XSSy9Rhw4dynjUYK+wpop9VLItiRQUHLqSRAcvJxGRhtrWrUxtLDxd2NBgBNVkAVQasNy8eVN7OzAwUO/z5I/xa4wJWDhhd+7cuVStWjWaN29eGY4W1AC/gu2/h2r72YRCxf++2H3ZKsX/EIwAOHDAwrVXJOXKldP7PPlj8tcYMgOJh4L4mvNXKlSoYPKx8rASXyRpaWniOicnR1zgEak9lNwuLWr5EhFfiPLzcik/zzrvaw9to0/n0Mr0+cDHaM7W84V6qDhY4O38eFk+lyFtExV9m15b/zd1CqlCCwaEU0hVb7qQmEFL98aKYIqPo1vjaqQ29vy9sTS0jX62bBPVBSyWNmfOHDp58iT16tWLnn/++TLta/bs2aJOjK66LiUFW46Mp6iD+trmzYZEl9OcKC2HyNeNqJ5vOuXFH6PN8ZZtG86V/uCECzWuoKHe/rfo1ulbJFV+6e1PlFjBmab/dJJy4vLI3jrM+LMVblONzs9gz98bS0Pb6M4TtRXVBSxcY8WQhpU/Jn9NSc6ePUsffPCBqJq7ePHiMh4p0ZQpU2jixImFelhq1qwpZjdVqoRu4qJRPf/xePrpp8nNzc3Wh6MoaBvT2+ZwbDIlHzpKS0e0psiaxXtLA8NT6fmvjlCVRm2otR3N9uJeo3lbz9P11EczrIIqeNLk7qHa3iJ8b/RD2+iXlMR5XrahuoClRo0a2ts3btwQ1W514cd0vaYk48ePFyX9uVfE39+fMjIyCj3Ow0SMZw5Jj3l4eOj9wvNjfCmKn4//JLqhbfRD2xjfNkn3C/7PNg70Jze34n8OGwX5a59nL23L1YF5iEusbzWkWaH1rXh70WRwfG/0Q9sUZ8v2UF0dlrCwMFEgjnFJfn2kxwICAgxOuI2NjdX2jHCvTNHLmjVrxONXr17Vblu0aJEZPhUAKLH4H1fh5ZlFv5y8Ia5tsW6U/Bj2X7yL9a1AtVTXw8K5H+3ataN9+/bR1q1badKkScWewz0gUVFR4nbXrl1tcJQAYO9Tq7knQz6ziFljZlFpx8CGtKpV6irPBUniAPbD6B6W48ePa8ves19++YX+9a9/0TvvvGP2FZBNNWLECG3y6uHDh4s9/v3339OVK1fE7eHDhxu8X16biIMdfRfpfWvXrq3dNmHCBLN9LgBQRrVbWy7aWNIxvPF0A/HY3KjzOo8B61uBQwUs//73v+nChQviNp/0ucw992pwEMDr6SgBBw7h4eEiYOjfv792vSAuKMfHyYsVSpVwO3fuXOi1M2bMEJVw+cIBCgA4RvE/Q0vg23rRxpKOoVVwQbJ+y2B/nceA9a3AoYaEOFhp2rSpuM0n/yeffJLWrl0ryuFz8PLJJ5+QrfHKyZs2bRKzbTjo4MUPOajigCUrq+CXRWRkpDbnBACsj0+mSim2Z0zxP2nRxs8GR5Y67GKponD6jkEa4tJoSLtwpHQMRYe4uFaQUv89AMwSsHCvhVT6fseOHaIeCePpuHfv3iWlCA4OplOnTtHHH39MGzduFAmznN3MKyoPHjyYXnvtNXJ3d7f1YQIogrVPVkrI/zC16qytF20s6Rjk1YPZ4dgkCg/y01k9WF7YUIn/HgBlDlhatGhBs2bNEr0We/fuFQsIMg4IuFS9kvAsHZ6CrKs4mz48JMQXU3zzzTfiAmBPrH2yknIvxLTbwZGFpt3ydqWvwaSERRtLOgZuu7e6htK8qPP0yY6L4lLS+lZSpV97/fcAx2F0DgsP+XDi7auvvkpTp06l+vXri+0//PADPf7445Y4RgCwEGsnjyoh/8OcM4t4mEXOWos2lnYMJ66mUJC/J615qTV9OqgpfTemDe15q1OxwINfyssi2PO/BzgOowMWLsTGs4Tu3btH06dP127nRQBXrlxp7uMDAAuxRfAg5V6M61SfeK/yGiZ8n/M/pNwLtc0ssvYxvPtMI2pXvzL1aRoohrp0HQ+X7udquPzvoS8fR+n/HuA4jB4S4sBEV20Tzg8ZNmwYfffdd+Y6NgCwIHniphQ8yHNYLJE8KuVeXE3KpNe/O1FsGOqtriGFnqfUPB5pZhEHfPJFG6v6eNDIx4PJz8td7M+SQYu+Y9A39KMLrzNk63wcc0PysHqZFLBwZdjRo0drt+Xl5YkZQiVVlgUAZXkUPNzXGTy82TW00PPMmXsxYf3f1CWseM4Eb5c/T8l5PPKZRTvOJtAvf9+kxPRsWrE/TlyskbRqzOwmXXhRRFvn45gTkofVzeiA5ffffxfVYf38/Oi5554T6+fwqsXnzp0ThdoAwD5IJ6E31p+kzjqCh4nrTxZ6njk0r+0vTqb+5dxo6dDm5OpaMCrNJ0u+32bOTkq5nyOeZy2lJQFP6BxCwZXL6QwG+Pa9Bw9pxYE48XoeWrF20qqu2U2G9jLwCs68KKIplX6Vxt6TucECAUvLli3pxx9/FNVteVrw//73P7p06ZIIVpQ2SwgAlBU8cI4Fn0yTMh7SK2uOiWEnHnaQpt3yds0/z7NUDZOS8nikEza3Qb9mgfTnpbu0cEdBoUxdv9ZLej3f53wSzgPiXhBrDUsY08vAh8QrOPMsIT7Wov8e8mnQSqbEfwdQyOKHTz31FK1atUpUkeXpzDy9GcEKgH2Rgoe7/wQP8sRNvs/b+XG+by7S8NLCgU11VpZdMLCpVXMm5EnA8t4FPumPX3uCmtTwE/e/frGlztlT+l5vq6RVU2Z9dWtczahKv0qktH8HsGEPS79+/XRur1KlClWoUIFefvll7TYu0gYAyicFBZ8MfIw+3nahWOImb+ecEkvksNSqVI72TupUbNji5LXUQs+zNF0F2OS/1hc835QiZm6jtKwc6vTPr3f5r3UlFJEzRy9DWXNhbE1J/w5g44CF81V06datm7mPBwCs5FHwUN5qwUPR1ZHlwz5lyZkwdWaIrgJs8tlTFxMzCj2vaOl9afuPx6+Tn5dbsfc2R9KqoZ+trEsGGFrpV4mUUMwPFBKwfP3115Y/EgCwKksFDyWRl443V85ESTkbnUMrG9UGfGKXfoU3qOJNb2w4WawN5L/W3ZydxbFO+yW62Ht3bRRQ5jY0Jh/FkXsZdP072mvyMJg5hwUA7J+tCqAZuzpyWXI2uOy8sW3g41Ew13fkyr90toH0az3ubiaN/+44Na7uK+53DK1Ms/uGU/2q3jR29XH616I/y9SGxuajyHsZdFFzL4MSivmB5TlpeDXDUvDKxk5Ohv1Dc9l+ME1aWpoYfuNFJCtVss+uWUvJycmhzZs3U8+ePUWRQjBf2+j6Fc+/RvkPvCUTLsta4Itf32HebnEC1/Wrmk9UHBS9GZpOvZ4puW10tYGXmzPNH9CUekZUL7ZfPvnnazQUVt1XvPe2swnFXs+f5fNB/PoaRraMYZ+NAxMuty+1ma7XSG18Oy2LVh2ME229d9JT4jVq/D9lru+yGtvGXJKSkqhy5cqi2r2vb0GwrqghIZ7CDADqZKuEy7LmTBias8Hl541tA+49WbjjIm08cZ2q+XkWG7bi2iw83fnzIc3EexV9fer9HJq+KZr8y3tY9LPJ81GKDrdF1vKntYev0o3URyfvSuXdafvZBLuY+WMKe08eBjMELPI1gwBAfewx4dLQnA2p/LyxbcCv11f2Pjs3v9h7y1/PwxEcsJiSL8K9Ivsv3RG3D19Oovi7mRTg51XoxKsvH0Uabpv60xnaEZOo3R7o70lDW9Wm41dTtEXUSsvvsVf2+F0GCxWOAwCwp5khUvl5c/5a53WXDHlvY/NFNp+6JQKdOxnZ4v5HUed1JtuWtH8+Zg60mlXypxfa1qIA30fBjjScxNObOzZob2SLANhZ0i2vG/Txxx9Tq1atKCAgQKwrJL8AAFh7ZgifiOWkmSH8OJefL+uv9aIrHhvy3sbOSpm9+SyNW3tcG6wwV2cnalzDh/hdK5ZzE70jm0/fLHH/0nDSu73CqG9kUKHjlhdRO2rGgoAAigxYZs6cSQsWLKCBAweKpJuJEyeKwnLOzs40Y8YMyxwlAIAJM0MmdwsR5edLGn7h3pJfTt4Q13zfFrNSNp+6SV/+EUuVvd2pirc7dQytQm91C6HcfA1F30ynulXKU1JmDjWrWYEmbvi7xP0bPr35UWAEoMohoTVr1tBXX31FzzzzjAhQBg8eTPXq1aOIiAg6dOgQvf7665Y5UgAAGQ4u/LzcadTjwWKlZF25JpynsTneMiv7SvkixfJc/L1EUi7nuXAQVFrSJ3+OaZsK6ri89lR9mr7pLL3euYEYaqpbyZsmfn+SLt/JFI9LCbRvdAnRe4yGF1HzoIKBLQCVBiwJCQkUHh4ubnt7e4teFtarVy967733zH+EAKAoZZ2ObA66go0q3h7U+7GCvBPpmHh6qq7jlmYBdQkr28q+umYXbTh6rcQFE4vi1/K6TczLzaVQ7whPqa7s40HPf3lQ3H/5ybq07I8rYvXoshZRa1Hbn6JiSv2IAPYbsAQFBdGtW7eoVq1aomdl27Zt1KxZM/rrr7/Iw8O0KXwAYB/K2ithrmPgoILXzCkabHx9IE5nAMUF5OZEXSh03J5uztQvMkjbC2Hqyr5Sngsf1yc7L4rj4unOhgZB8pk+WTn5xXpHGtV4VOsisIJXqcm8lqgmDGCXOSx9+/alnTt3ituvvfaa6FVp0KABDR8+nEaNGmWJYwQABTBlJWBLL/DHJ/XyHq7aYIO3c7Ahz0X5O8mJXlv/t/a4eeVl1iTQT1SqlR+3qSv7mnJcEin44CGavRfuUGAFz0LJvDG30sR1FR8P+uNCokHJvOasJgxgtz0sc+bM0d7mxNvatWvTgQMHRNDSu3dvcx8fAChAWVYCNudQkrEF1fg9f453pk4hVbTHzQm27OsRLcVaQUWP25Q1d8qy8KA0hMOzgHadT6TwGn6ihsqob46I41qwvWB4KcDXg3adv2Nw7wiKqIHalLkOS5s2bcQFANSrrCsBmzKUpCvAMXaBP566m5ztRK90qKM9bqlH4+KdDJ3HbUoNlbIsPCgfwgmv4UsJaQXP2XPhrrhIUh/kGN07giJq4NABC+eudOzYkTp06CCuOY8FANStLCfkknJO9OV26AtwBjQPMqpgmzR1N6Sqt86k1AXPNy103KbWUDF8Zo5nqTOO5NON/bxcqV9kIHVtXB29I+DwjA5YPvzwQ/rjjz/oo48+ojFjxlBgYKAIXqQAhoeGAEBdTD0hmzKUVFKAwzN7eD2c0mbASMEG54WwC4kZ1Mrbq1iPxqhv/hLbfDzdRA0VU5NSDZ2ZU1IQZMshHCXM/FLz8YKNApZhw4aJC+PZQnv37qXffvuNxo0bR/n5+aISLgCoi6knZFNyTkoLcE5cS9UWbCttBgxP3a3ooaGle2OpRXBl7f44OFg0JFIUYWNS4CLVbzE2KdVcM3NsMYSjawaVKcN1zBpBhBJmqoEd5bDcv3+f/vzzT9qzZw/t3r2bTpw4QU2aNBE9LACgPqaekI0dSjI0wOHCad8fu6azWJz8pMXH86/a+fT1hTvFjnvj8RuiuBvvi+ualPUkq7eQnIlBkDXwDKqvD/1d5uE67vViSZkF9WQsFUSYMrwIDhywPP744yJACQsLEwHK5MmT6cknnyR//+LdxABgP0rrZjflhGzsUJKhAQ4HGHsndTLoF/1jlTT0ebPHRC+CpQMJe5qZo2sGlSnDdSsPxNHcfxZpfLtbKI14PNgiQYQ5ZqqBgwUs586do/Lly1PDhg3FhQMXBCsA9j1ub2g3u7EnZGOHkowJcIwZPunWuBr1iAi0SiBhLzNzdM2gMna4jretPXJVbCPS0Hd/XaV/d6hnkSCirDPVwAEDlqSkJDp9+rQYDoqKiqKpU6eSu7u7SLrt1KmTSMQFAPMqKaDg9XKs2c1uzAnZ2KEkcySvlnQsjnwiKxrwStOn5TOojB2uk2/TaKhQwGDuIKIsM9XAQQMWJycnsdAhX7jS7bFjx+iLL74QiyKuX78eAQuAmZUWUHw+8DFFd7MbM5SEsvKW6UnTFfBWLu9WbAaVscN18m1SDV95wGDOIKKsU8fBAQOW48ePi94VvnDibXp6ulgMkYMX7mUBAPMxJKDg3Iw3Q007Ke6/dEecxD4Z2FRnNzt37w9YepAWbj9P7epXMfnkacxQkj0mr5qLJWbA6At4P99xgXZfuEPv/3aONr36aAaVMcN18m3cwyLfZu4gwpK9b6DSgKVVq1YUGRkpghPuTeGEWz8/P8scHYCDM3Tc/nKak8FByo6zCfTL3ze1KwSz19edoGm9GhU6KfKJ7v3fzorbX+y+LC5lOXkaMyRjT8mrSp4BU1LAu3RoJHWZG0VnbqbRmFVHaVwn44frpG2Ldl0SOSzygMHcQQR638DogCU5OZl8fR+tHgoAlmPouH1ajvG/3Lmo2oAWQbRo92WxCrD8pCidPJvX8qebqVliwUC/cm5WnT6qL8BRY9EwSw3NlRbw9q+TT5+ccaZT1++ZPFw3uFUtmqedJRRCD3LyLBZEOHLvG5gQsCBYAbAeQ8ftfQvSEXSSgo+nQquKuiONa/jQa50a0JK9l2nxnsuihoavpxs9FVpFnBSfalhNnBD4PpGTOBk8GVJFnHRsPX3UlCETXvT4cGwyJd3PVWyAIwUWLz9Rl349dbPQcZYlebW0gLd6uYLrd3o2pAA/L5OH6yp5u3MHC82NuiAulgwiHLH3Dcy0+CEAWI4h4/b8eD3fgsClpF/uI9vVoaHLD9PrnZsX/HKv5S+Cj5P/VI7lqrDXkh/Q8n2XxckzwM+zoFy97BeyLaePmjJkwlVcPzjhQsmHjiq6KioP07Fpm6J1HqepyaulBby37hdcc7BS1uE6Zq0gwtFnfDkqZ1sfAADoJ3XDS6XoOYDIyM4V13yft0/uFkL6zgvSL3fOT7ibkV3o17YUfHAuyxtdGtCtewUnQ+kXcsK9LJ1BgC2mjxYdMuGTb3kPV+2QCW/nXh9+njzAeW3931SjnIY2vNyKomd2o43jHqeGAT4iwOHHlYCP43/748Tt2f3CdR6nqcmr8oCXA1w5vr/jhrN43NgcEylg6NM0UFzzfV3bAMwJAQuAwknd8OcS0kXPRpPpUeKafzXzdi6KZsiQgPzXdvHKseVp4cCClYv7Nq0hrvm+rl4IW0wflQde+pKPuXeInycPcLiK6+jQfIqsWaHUAMcWHgViVUTgsDPmNnm5uRQ6zlm/nxUBh67kVX79wctJ9MvJG+K66OfRFfDee5AjqtP2XXqIzqQ40dtPN0BwAXYBQ0IAdqCkcfucHP0Zt/IgRdfwkhR8VPH2oGV/XBYnxY+ee4z+ik+hL/deFkm3Spg+auqaRAsGhNOt07cUWxVVnhSbmJZVLKGV84l2xCTSjZQsWjKscPKqMdWJdeWdFHCiDzafI1dXV+oZoZwhMgCTA5aJEyeSoRYsWEBKwTVi5s+fTz/++CPFxsaSi4sLhYSE0KBBg0TdGK7Qa6rbt2/T3LlzxUrVV69eJS8vL2rcuDGNGDGCRo8eLQrsAdhy3J5/bXOAUbG8O836LYbWv9ym0CwPrrGyaPclMVvof39eoV3n74gTm7urs87ZIGdvptGcLTF0/GqqGEKyJlPXJOIqrrcUXBVVHojx59IXWIxsF1xsyrkx+Tx8Oz+faPza41TT34vuZeXQvQe54rE7GQ9p3Nrj9O/rdWhKz0ZW++wAFglYeLHDosXjcnNzKTS0oFrVhQsXRDDQvHlzUor4+HixOGNcXMHYcLly5Sg7O5uOHj0qLlyZd+fOnSatg8TVfbt16yaWKWDe3t4iOOJCenz54YcfaNOmTWUKiADKouiv7+TMhxQ+M4pef6o+LXz+MTEcwgXhJFztVH6S496cCZ0b0MqDcTp+lRMt3HGRvj923ezJq/qmLMt7h5YMbS7WwZGew8nC+oqc8efSRSlVUYsGYkV70lLv59D0TdFiW1mmQPNrPtwSQ+GBfnTqxj3qElaVXn4imOJOHqBaj7WlV7/7m778I5YeC6pAPSMKhgQB7DJg2b17d6EeFB8fH1q5cqX2ZJ+SkkIjR46kJ554gpSAg6nevXuLYKV69eq0atUq6tKlC+Xn59P3338vCt5xEDZs2DD6/fffjdr3vXv3qFevXiJY4cUfv/32W2rRogU9fPiQvvrqK3rjjTfEGksTJkygxYsXW+wzAugj//XNeSgZWbn04/HrFBWdoE2oZdyz0iui4AQpBQZ8Yvti1yURqHCQI1e3cnma+1wEhVX3tchqvKUNcfD1K6uPi8ArKydf+xxPN2dxf6lsyEQKcJbujaXeRX6TKKkqqq5hOqknjY+Tg4+ix2nKIoDSa3haOwcr/F55ebl06zSJYb+lw5rTc0sP0vRfo6lbk+rIaQF1JN3yEMvs2bML9Uzw7VmzZonHlICDKV6gkfFwEAcrzNnZmQYOHEhffvmluL9582bRy2KMjz/+mBISEsQQEL+egxXGvSnjx4+nmTNnivvLli0TPU8A1iT/9d0vMojeWH+SRn7zF/126hbl5GnI3cWZvD1caM1LrenglM40rXdj7YwODhha/d8OWrjjgjZYqe7nQX5eblTZ252u3M0UM40skbwqBVk8M4ZnyOib0aPvNFp0u5RsyqXn/3femU5cTS02u2pqzzCbn5hLmgU2ZtVfIn+la1g1EXBIbWzKIoDS7Tvp2ToTlxtWL6ivdSf9oTZx2dpKSyAGMDrpNi0tje7cuVNsO2/jYRGlBCyMV49u27Ztscc5h4VXmea8Fu596dy5s8H75udL+6hTp06xxzk35sMPP6SMjAwx7CQFMADWIP2SHtKqFo3/rniOw4e/x4jhlKNxKdSu/qNVnjkg4N4L7q1oEexPX49oSRfvZNCs386KnJVJ3ULESV8+1GCu5FVDhjh4pgyHJZ3DquocEhq75lixYRDuleGFIaf9dJKe/+qIYqui6kuKlT4HT3nmi9TbZMoigPLbugId6TW2yuuxxBpKoD5G97D07dtXDP9s3LiRrl+/Li7ci8GJpv369SNbu3//Pu3fv1/c7tGjh87ncEJs9+7dxe1t27YZvO/z58+LBNuS9s35LNLQmDH7BjAH6WSz5vBVnTVLVrzYUjy+6mCc9hesFDA0q1VBDK280zOMfLzcxPOHtw0Wz1l75KpI0pVPHTZX8uqhy0niRBUe5Ccq0sp/WUtB0fWULO20ZjdX50L1Pvh+0WnNEp7y/V5kHq0e1YI+HdSUvhvThva81UlxJ0E+nr2TOonjG9UuWPQYdQyporO3KSUzW5zMOZH6pxPXC/VG6Bvu4ts8E4zFJKQVem/pNTxEaIu8HkN71wCM7mFZunQpvfXWWzRkyBDtdEqeEscBy7x588jWYmJiRK4Ka9Kkid7nSY/x8A6vj1SxYulj2WfOnCn2en373rJlC509W7BwHIC1SCebG6kP6PMhxXMcLv6ThJqUWdD1zyd8qVeG1xXi3hT5L/Bqvv/sLyWL0v+ZVSIPTsqavMono3d+Kvh/tXD7RT7CYr+spaDI2GEQCTdB6zoVyc2thPULFEBKLp70w9+iJ0lfb9N7XA1XQ3T8aoq4sBoVPGlY61ri30/X+j18e+azjcVsoFe+PSZyVupV9qLYdKKxa0+KobPwGr7k4eZs1bweS62hBOpkdMDCs204mZSDk8uXL4tt9erVo/Lly5MS3Lx5U3s7MDBQ7/Pkj/FrDAlYjN03D5/x0BD3uujCs5b4IuHnMw4ES6qt4Yik9kC7lNw2kUE+VLGcGyXfz6HgCh6F2ot/SS/adVGc3HhBw1upmZST4yuuWaNqBd/T6BspotAa4/3V8POkm/ey6MTVu2JbpXKuYr/S/jjA4OcZ+2/DZfO5Em3TID+RM7NqZHPydHMRibL8y5qHc7iH5Oz1VO1r5McmJz1HOjZdbWMPDsvqx3BSbF5e4ccfC/QVeS2RNf3oxcdr0XdHrot/G/735IRqXheK261zaOVin/npsMr0UrvatHx/vEiwLeBKVbzvUePqvnT6Zpp4bX5eLuXnKePzvtw+WAznHbyUKIJOa7G374012bJNTC4cd+vWLXF58sknRQKqRqNRRO0ReR4NB1f6yB8zNPfG1H3rC1g4eVlXjgvPyipp/45s+/bttj4ExbdN64pOtOW+Cz33+U56tna+WOCO14zhMuzRKU70TM18upnqQleiT9Lm6yfoyj3+f+tCZ078RRU9XOj97w+J6rDSD9pmvk50854LLf/jilhk8drpQ3T0yKP9jQzJp6itW4w6Vh7B4DV+GlfQ0LAaSRSf6EJzf/5LvC/P6kms4EzTfzpJ2bF59PUFZ6ro7iQya4sem7QvTqyt5OFEd84eos0x+ttG6Y7dLfi34OnGPINHjj/niuMuIpeniUcy1cpIoklhRJfTnOjeQ6J9CU6U9jCbcuKO0eZ43fsPJ6IXGzjRj3HOlJ7jpK3Dkp+TTSMb5FNevP7XWvvzsiwRwLjStn2HKSnG+km49vK9sXbahd0ELDyd9/nnnxcnVQ5QLl68SHXr1hVDQjxbSCkzhezBlClTChXl4x6WmjVrimThSpWwsFfRqJ7/eDz99NOK79q3ddt041omc/fSzQe59MmZR9N/uSfk04EN6OeTtyjIP4NeHdheO5X554X76HSuD838V3V6fcMp+jWlGr3yZB2qV6U8rVp9gtxc7tGDPBKXKX+5avf3+aCQEpcGKOmXNS9IuHREa9Fj4lGnoLdFet+3GubRi98co9U3K1F06j3xy5/Jn9OgmjddvJ1BS/+IpejUO9oemZLaRukqxSbTqotHKbjp48V6krjNUv5ZxLHbk62L9ThwUjT3RlRp1KbE3oieRDQ5X0OHLt+hXQeP0VNtm1ObegWrcSvp80qfiY4coa5PFP+8lmRv3xtrkuqP2UXAwnVG+B+Qk0/DwsK023m6MJ98bR2wcI0YQyJB+WPy1xizb19f3zLt28PDQ1yK4vbFfxLd0Daltw23zv/1bSKGVTgX4MmQyhQRWIF8vFxFuX3OV+AcB0+PgsKG/Px3ezUSz+ccgre6htLaw1cLzazhac3vP9uY/Mt7mGU13qT7BfkwjQP9yc3NlXo1DSJXVxeRzyB/3/jk+4Vm9Oh6jiGzfpxdXOno1TSrrCRcFm3rVxWB4LJ9ccVW576bWdBmgf6e4nlFj79RkL+2bUv7P8KPtmtQle5d1IhrW/2fKunz8pDjsj/jxL+vrs9rDfh7U5wt28PogIVnvnBhtKCgoELbGzRoIKrL2lqNGo+qNN64cYMiIiJ0Po8f0/UaY/atL2CR9s2P6xsOArDWVNlPdnAya8knd/nzOUdCUrG8G41oG0yvPmXeBfJ0Tc2VV3k9HJskjvvzwc0KTb8uaU0lff5OcqJ5C/fR9dQsxU+ZleqyFF0WgZObeWYXG9qqts7Pq5Tqveb6vDxzSVcCMTguowOWzMxMnfkVPNNGV2+BtXGvDxeI45lCPKtH3/RjacZPQECAQQm3RWcG8evlPUy69t2oEdblANsx9uRuSjBgzgqvjN+Lu/55bSMOrtrUrVSmNZU4sZdzYDqF+tBnQ5qVuuaOkuuyBPl7iqRanhnEvQ+mLEopX/qAE5SVUJtN3+dVWr0csMOAhWuMcPG0Dz74QNznPBYODnghQM69sDUOptq1a0f79u2jrVu30qRJk4o9hxOEuZeIde3a1eB988KJtWrVEsNhvO8BAwboDOj4vY3dN4C56VuXx5wLLCr5lzV//jlbz1Njfw0tGdKUPP4ZArOHKbP6gsftZxNMbjNdxdk4ydot+LYYkrPE96msn1dp/y5gZwELByZcGZYXEOT1c95++22Kjo4WPSxSwTZb4xWTOWjgxODDhw9T69atCz3O6wlduXJF3B4+fLjB++XgjJ/PyxCsW7eO3nvvPQoOLiisJVm0aJGYysyLQQ4dOtRMnwhAfZVDLfnLmk+u3+yPFcNAbYI1XLakEHNV6bUkXcGjqW2ma3VnniLOs644kZlzg0pqb2t8n6wVLIMd05ggNTVVM2vWLM2AAQM0PXr00EydOlVz8+ZNjVLk5ORowsPD+W+UJjAwULNjxw6xPS8vT7NhwwaNr6+veIyPvajp06eLx/gSGxur87MHBASIxxs1aqQ5evSo2J6dna1ZvHixxt3dXTw2duxYo4/73r174rV379416XOr2cOHDzU///yzuIaS22bL6Zua4Mm/aUZ/c0RzLD5Zk5GVI675Pm/nx5UkNy9fc+DSXc3PJ66La75vyGP68OdrN2enpvZ/f9Ne2s3eUexzp2fliMd43/bGmHbhx7g9+N8/T/Y8/r5s/OlnzcgVhzXtP9qpdx/29n0yB/y90Y/PT3ye4vOVtZlUh8XPz0+sxaNUXHl306ZNYoiKV2zmxQ95qIiHrrKyChLvIiMjxVo/pnz23377jbp16yYq2fLihzwTiPcrFdThoaCFCxea/XMBqLFyqL5f1qb8qpf3JLz8RF2atimaBtXNpUS3gjLv8l4Ie0xSNaU3osTVnZ1ITBHnWVe6eprs8fsE6mX0WkIsNTVVzBZavXq1yGeRX5SCh2pOnTpF06ZNE8myPJzD07GaN28uVlw+dOhQoRWnjcH74GEwnuLNs6M4UOFKv+3bt6evvvpKlOVXQgIyOB7p5KRrRV5pGETXmjtKY8r6MkVPrkPb1KagCp50JsWZFg16rNDK0oYmqapBaas7cz0b+fPU+H0CdTC6h+XXX38VuRmcp8HTduXVbaUcD6Xgng+uJGvMiskzZswQl9JUq1aNFixYIC4A9nJyMsdihZZm6q96XT0Jk7uH0mvrTtL4dX9Tl0YBYsr26kPxtO/iHcVNmbVUUmtpqztz8T3589T2fQIH7mF58803adSoUSJg4Z6WlJQU7YUTbwHAduQnJ13sYRjE1F/1RU+uHABUKOdGTwZo6NT1VHrnp4La79M3RYv2UdKUWe4x6jBvNw3+6hD9Z91Jcc33zbFSsXwKOfcsyfFdrhSsr6dJDd8ncOCAhYuivf7661jrBsAG+CR88HIS/XLyhrjm+wafnOxkGMTUX/Xyk6sUAAxbcZT2JjjT3cwcEbyw954Joz1vdSoxWCmtnW09/GXKFHLuUeLeqWPxKZSRnSvK3vMaTFz5eGrPMJ29OWr4Ptnq3xUUMCTEyaY8pZnXDwIA69GXhDq5W4iqKoeWNoSh71e9dHKd8csZsfIwDynxKsC8sF7tiLZiWIhV9/Mq8fNbc0q4tZJa9U2H5gUjeQ0mfZ9LDd8ne5rqD2YOWJ555hlRjI1nyISHhxdbV+DZZ581dpcAUApddTSkiq1cR2NkAyexqJ0aKofqq4Jb2q96Pmm+06MhjVt7gnw9XalxDT+6dz+HrmcSbd0XR3czHlJEoB/N3hpD3ZroDgBKamdLVMYtcQaPmWvFFC3OxpVueXXr0havtPfvky3+XUEhAcuYMWPE9fvvv1/sMU66zcsT64EDgJV+hb+08i/6JS6R3s7XiEXt7L1yaFl+1V9MzBTXaVm59OlOaQ0lV6pU/h4tHdaMqvh46g0AbDGF19pJrfLp0Dy7cXOMYa+z5+8TpmY7cMDCtUwAwHpK+xUu6micv0NH41OofUg1VVQONeVXPf+K/mTHBXH729GtKDdPQyeuJtOmI5coPvNhqQGANXs7yjr8ZQv2+n2yxb8rWIZJheMAQIl1NLJJTYz5VS/9io6s5S8WByzv4SoCgPb1/KnO/fP0a0p18St6/gAPRU3hNXX4CwyHqdkOFrB89tln9PLLL5Onp6e4XRKeQQQA5mN4HQ31FSs09Fe99Cv6k4FNacL6k9oAoGg11zlbYgyawmut3g41JbUqlT31YoEZAhYuM8/F4jhgKankPOewIGABMK/SfoVzHY1KHhpqUdu0ys1qIP06DqvuWygAeLl9MGXlET14WJBbd/xqqshlKW0KrzV7O9SQ1Kpk6MVysIAlNjZW520AsLzSfoVzHY2RDfId+le4/Fe0PADgXhXxZ+7IMfH4G10aKHIKrz0ntSoderHUAzksAHagpF/hXEcjL77ghOyoiv6KlgKAg5cSKeqPw3Qmu6KY1vzqUw0U29thr0mt9gC9WA4asEycOFHvcBAPGdWvX5/69OlDFSuiew3AGr/C8/NyaXM8OTR9v6LdXZzp+F0nik69R6PbBYu2K63nAr0d6oR/VwcMWE6cOEHHjx8X9VZCQ0PFtgsXLpCLiws1bNiQFi9eLNYb+vPPP6lRo0aWOGYAh6XrV3h+nn0uymetX9HOVHCs/9sfJy6GVDd1xN4Oe/l3LgtH/Hd16IBF6j35+uuvxWrN7N69e/TSSy9R+/btRWG5IUOG0BtvvEFRUVGWOGYAsBJ7K2cu/xW9/WwCfb0/jsL8NTR9QGtqHOiP6qYq+XcGx2T04ofz5s2jDz74QBusMD8/P5oxYwbNnTtXLIo4bdo0OnbMscfUAeydpRfls+SvaO4d2Hb2NnUKrUIvheZTZM0K2tosnOPCVU+5LgsWvyOKir5tl//O4HiMDli4NyUxMbHY9jt37lBaWpq4XaFCBXr4sKCyJADY3yqzRcuZ84nenk74Ul2WJxtUohNJTnQ4Nll7rFJ102vJD8TzHBk3yZyt5+323xkci0lDQqNGjaL58+dTy5Ytxba//vqL3nrrLfrXv/4l7h85coRCQh6tIAsA9tVdb+/lzHecTRDXM347x30utOri0UJthuqmBS6nOdH11Cz6bEgzu/x3BsdidMDy5ZdfivyUQYMGUW5ubsFOXF1pxIgR2qJynHy7fPly8x8tgIORrzLLVVzTs3Lp1PVU2nvhrjYPo3NoZbO/rz2XM+c24+RaNqtPI3K/dYqCmz5Oy/bFadusYnkPbZVg7rFSY4KpIdJyyG7/ncHxGB2weHt701dffSWCkytXrohtdevWFdslTZs2Ne9RAjgg+bBMv2aBouS8vJfF082Z3v35DHWc1MHuy5mba4bKozarQudvZ9Cuc3eotz+JHBZpZd6pP52mzH8q336x+5K4OGqCqe8/y3ujbD2ounAcBygRERHmPRoAKDYsM6RVLRq/9oQIXHiIhn8N8wnmw99jxArNi/dcoXpmDgKsWc7cnENe8qGsxLQs0aOSWMGZAsNTqVGQv2iHpMyCboW3u4XSiMeDHXrmUD1fDQVV8ETZelBvwHL06FHasGEDXb16tVhy7caNG811bAAOTeqGX304XpsUKZ1Q+NfwihdbUsTMbbT6yFV6L9y8QYC1ypnLh7zkwRifQF9ZfVyU0g+uXN7ggEs+lMVtxFWAp/108p8S/Y+MfLw2jetUX9yWEkz5c3KCKU+LdpThIf6Yk7uH0mvr/0bZelBfwLJu3ToaPnw4devWjbZt20Zdu3YVheNu375Nffv2tcxRAjggqRv+ZmoWfaEjKfJiYsEqzcmZOSJ50pAgwJheBKkQ2we/nS1UiC3I39MsPRFFZyLJg7F+kUH056W7tHDHRaMCrqJDWd0aV6OcuDyq0qgNHYpNoS92XxaPd21ceB+OnGDKbYSy9aDKgOXDDz8U+Svjx48nHx8f+vTTT6lOnTr073//m6pXxxcbwFy4R6FieXdKznxIDao8yhGTd9fzSZx7UaTkyZKCAFN7EXjZjSJbLDoTiQOu8d8dp+a1/MWQ19cvtiS/cm4GBVxFh7IY77p1nYp0N7NgkkCgf0FvTVGOnGCKsvWgyjosly9fpmeeeUbcdnd3p8zMTPEHjWcOLVu2zBLHCOCQ+GQxom2wuD1y5V90LD6FMrJzxTUHHtxdP7hVrULJk1IQwMMd+qapGlp/xNKF43TNRJIHXDzkxdKycgyuCyINZXHbcBuduJpKWXkkrlcdLJg5NLRVbZ0nYkdPMJXK1vdpGiiuEayA3Qcs/v7+lJ5e8B87MDCQzpw5I26npqbS/fv3zX+EAA7s1afqU6Xy7nTmxj3RXd9kepS45iGPRYOb0YmrKaJHgZMnzTkd2RqF4+TDNxJ5wCUNeUnPMzTgkoayziWki9yV/x5xFdf8mbktj19NET1UckgwBVBhwPLkk0/S9u3bxe0BAwbQf/7zH7F+0ODBg6lz586WOEYAh8W/cv+vbxPKysmnZrUq0IQuDWj58BY0ql0dWrznEu2ISaS3n24ghj30BQGG9CIUraR76EqS2Xpq9JEP30gBhBRI8RCYrgDC0ICLg5a9kzrR6lEtaHiDPHG9d9JToi2l3hddPVZTe4ahZwFALTksX3zxBWVlFfyxmDp1Krm5udGBAweof//+9O6771riGAEcGp98lw4rSIr8RJaEKpm77QJ1repEPU2cjqxrRlHF8m4WLyimayaSj2fB+45a+ZfIXyk6Q8WYYRt+HeeuJMVoxDXf17eic1kTTB1hpWMAuwtYeKVmibOzM02ePNncxwQARfCJND+faPza49S4hi8936Im/SsykC7dyaAvdl6kr88/oGbRt6lX0yCjpiPrm1E067ezlJyZSt/sj6Nmtf2LnYhLCxwMPYHrCyBO37hHi4ZEFgogzDVsY+4EU6x0DKDwwnG8ACJf8vmvqAyKyQGYHwcAH26Joc5hxWf/LBnSlPp/EkVzoi5Qj4hAg3sRSppRtP7lttRo+laat+18oePgE/E7PRvSxuM39AYOxp7AiwYQcXfv0yc7L4j3qObrZZG6IFKCaVmZawo5AFggYDl27JhYNygmJoY0msKJazxbKC+voOQ1AFhnMUL+Xxjqp6Ef4x7QN/tj6cV2dQzqRShpnzvP3aacvIL/3xwwTOvVSNxeuP0CjVtzQkxsXjKseOBg6gm8aAARGuCt+LoglphCDgBmDFh4pWZeifl///sfVatWTUeNBgAwN32zf0Rvxm9n6Xqqi7j/we8x9PWBOG1vRkm9CPr2KZ2IO4ZUpj0X7tKd9Gwauvyw9nEvN2cq5+EqTsSWOoHbQ10Qe1/RGkD1AQsvePjjjz9S/foFZa0BwPJ0LUYo9WZ0CqlC7Spm0PorrvT+s43pj4t3DBqO0LfAoXQiHt+pvghYPh9UcEKWAgcOGp7/8mCxE7H0upefqEu/nrqpDTKkx5oE+olZTYcuJ1G7BpVLzXUx17CNpdjzitYADhGw8NTlv//+GwELgBUVnf3DgzVSb8bnz0fQgM9ui8eHtqlNw9rUNqg3Q9+MIukEGxWdIIZh2hQpIsZTgeXPk+w4myCup22K1m7juicsKfPRmmOvrTtBH/ZtIm7bc7KqtVe0BnB0Rgcsy5cvFzksXDCuSZMmYlqz3LPPPmvO4wMAHVOAn2hQpaAXpGN9Gr/ub4pOcaLPB4VoAwtDhiP0LXCYer+gzv/e83d05qnoOhFzb8//9hdUkp3dL5yefawGrTwQR3OjzmtXRo6oWYGGLT9MwZXKi4UNea+cRGyvyarWXNEaAEwIWA4ePEj79++nLVu2FHsMSbcAliOf/cNDK2zKT6fFSXNkSL5YxM6UAmu6ZhRxkNK4ug91LZKnoutE/Ch3pQqdv51BO2Nu03PNgmjtkauiB4jTgtceiRcF2vh1a19qTU0/2CZeu2Roc3JzdbbLZFVrrWgNACYGLK+99hoNGzaM3nvvPZF0CwDWIyWj8mwgTrDlnJXnm9egqK1bTB6O0JXgmpKZTeO/O2HQiViefJqYliVO4AOXHRTbPuofQfFJ92nnuTt0IyVL9NicuJYqKvcyLg4n7wGyt2RVSxWiAwAzBCxJSUlioUMEKwC2wYECT13m2UCcYDuweY1Cj5syHKErwXWJs5NBJ2J58qmoCzO0Gb3z02mxTT67aGS7YPE6Lv9f9LX2nKxqDzOaABwyYOnXrx/t3r2b6tWrZ5kjArATtizHLh+OGLv2JEW4FSTDXrmZYbbhCENPxEWTT/l1XGKfg5U3ujSgCuXcafqmaO00aHmvj64eIHtMVlX6jCYAhwxYuAbLlClT6M8//6Tw8PBiSbevv/66OY8PQJGUUI5dOxzx21nalepKn5zZZfbhCENOxLqST9vUrSS2nbp+T+SwyHt7WtT2J083Z+1tOSSrAoBZZwl5e3vT3r17xaVo0q1SApb09HSaP3++qBkTGxtLLi4uItgaNGiQyMNxdy+Ybmkur7zyCn355Zfidu3atSkurmDGBKiPksqx8/t0bFCJvli/leo2bkrVK5S3+nCEvuTTwa1q0TztLKEQepCTp82D4RwWPsKxa44hWRUALBOw8Mlf6eLj46ljx47aoKFcuXKUnZ1NR48eFZc1a9bQzp07yd+/eO0EU/AQ2bJly8yyL1A2JZZj5/dp4KehnhHVi/V42jr5tJK3u1g7YG7UBXFh3HvCq08zJKsCgMUXP1Sq3Nxc6t27twhWqlevTqtWraIuXbqIRRq///57GjNmDJ04cULMdPr999/L/H73798X+3R1daXHHntMBESgXijHbnzOC9OXB4NkVQAwa8AyceJE+uCDD6h8+fLidkkWLFhAtrRy5Uo6fbpghgIPB7Vt21bcdnZ2poEDB4rAZciQIbR582bRy8KVe8ti6tSpdPnyZXF9/fp1BCwqh3LspuW8lFS8ztECOwCwYMDCPRI5OTna2/ooYSFEDlhYp06dtMGKHOewcHDBQ1vc+1KWgOXQoUP02WefidyYd999V+SxgLqhHDsAgIIDFs7R0HVbaXh4hqvwsh49eugNqrp3705LliyhbdsKqm2agnNieOVqjUYj8lc8PXGCcgQoxw4AYBsFcwtVIiYmRgz5MF7nSB/psYSEBEpOTjbpvd5//33xfqNHj6YOHTqYeMRgb6QZMTyThRNsudw81z/ha77P26f2DEMeBgCAmakq6fbmzZva24GBgXqfJ3+MX1OxonG/hnlYbO7cuaLa77x588rUS8MXSVpamrjm4TdpCA4KSO2hhHbpHFqZPh/4GM3Zer7QDBfueeHt/Lg1j1NJbaM0aBv90Db6oW30s2WbqCpg4dorEp7KrI/8MflrDJ2FxENBfM35KxUqVDDxaIlmz55NM2fOLLadh91KOn5Htn37dlKKNxsSXU5zorQcIl83onq+6ZQXf4w2x9vmeJTUNtaUryn676Choh1cjto2hkDb6Ie20Z164bAByzfffEMjR440+fW8ajTnpFjLnDlz6OTJk9SrVy96/vnny7Qvrhgsn3XFPSw1a9YUCcOVKmHmRNGonv94PP300zarNaJUjtw2UdG3ad7W83Q99dGsrKAKnjS5e6hYvdqR26Y0aBv90DYlryfosAGLOfn4+BgUBcofk7+mNGfPnhXTu7nS7+LFi6msPDw8xKUo/g+C/yS6oW30c7S24YrDr63/u6Di8JBmhSoO83YuQMfDc47YNsZA2+iHtinOlu1h84Bl8ODBorfCVH5+ftrbNWo8WrX2xo0bFBERofM1/Jiu15Rm/Pjx9PDhQzGMw1VyMzIyCj3Ow0SMZw5Jj3FAgi88gG0qDnds0N7WhwoAaglY9PUymCIsLEwUiOOZQmfOnNE7tZkfYwEBAUYl3ErLEvBQDl/0uXr1qrbnZuHChTRhwgQjPwkAmKPi8NH4FJsdIwCYl6qmNXOiart27cTtrVu36nwO935ERUWJ2127drXq8QGAtSsOP5qFBwD2TVUBCxsxYoR2ps3hw4eLPc7rCV25ckXcHj58uFH75vWJOODRd5Hem1drlrahdwXA/Cp7F/TKLt93hQ5eThJDRLorDpun9xYAbE+VAUt4eLgIFvr37y/WC2LyxQ8ZDxfpKss/Y8YMUQ2XL9JqzwCgrGTbt3/4W9xeuOMiDf7qEHWYt1tsL1pxuEVt86zIDgC2Z/McFnPjVZM3bdokpgZzwMErNfNQEQcsWVkF3ciRkZG0Zs0aWx8qABiJg5Kxa46LZNuhrWvTvG3nqTkHJRqiV1Yfp7e7hdDxq6mi4jDPEkLFYQD1UF3AwoKDg+nUqVP08ccf08aNG0WyLM/Uady4sZiV9Nprr5G7u7utDxMAyjgzqG6V8mIbJ+CyuVEXqKa/lwhWujepjkqlACqiyoCF8Swdnn6sq5JsSXhIiC+mFsHjCyj/xMezTDhxk1dV5oUKHfmXuL20h66ZQRyUPN0oQDx2ODaJPtlxkeb0i6B2DQrqrwCAeqg2YAHQN6Qg/0UurQHECxryyc/R2FN76JsZxMFV23qVKDzITwQsdzMxMwhAjVSXdAtQWv5DwwAf2jjucYqe2U1c833eLiVtOgp7aw/u/WFczVaXRzODCp4HAOqCgAUcMv+BK6KW93DVVkbl7VwZtej0WLWyx/bgoSru/eHS+zwTSE4+M4ifBwDqg4AFHIKU/zCuU329lVGvJT8Qz3ME9tgePPTDQ1U8A4hL7x+LT6GM7Fxxzfd5+9SeYYrMvwGAskMOCzgEwyujPlr1V82JtPbaHpxXwzOAuHeIS+9LuGdFmhkEAOqEgAUcgjz/gYc91Jz/YEgirT23h3xmkNJnNjnSLC4AS0PAAg5Bnv8gX91XbfkP8sJqPP2Xe1A4KOHPzdulXgh7bw9pZpDa2dMsLgBLQw4LOARHyH8wJpHWEdrD3tnbLC4AS0MPCzgMtec/HI1PKVZYrWgiLX9uHl7g3gm1t4faqvoyKfjkoJKDTx4aU3JQieEsMCcELOBQ1Jz/kJiebXQirZrbw57pqupbUvCpRBjOAnNDwAIOR635D1V9PExKpFVre9gze53FZWwuFYAxkMMCoBItavujsJpK2HNVX3ssSgj2AQELgI3xH+6Dl5Pol5M3xLWpf8iRSKse9lzV1x6LEoJ9wJAQgA2TD809zo9EWnWQgk8ePuFgk0/yPAzEPSscrHDwyf+eSgw+7X04C5QLAQuAhekLSp4JD6Bl+2LNPs6PRFp1sNfg056LEoKyIWABsEHy4aJdF+nLP2IpItDPItNWkUirDvYYfNp7UUJQLuSwANgg+XB0+7riOQnpWVQ0YwXj/KAr+OzTNFBcKzlYYcilAktBDwuADWpp3MkoqJmSmJats5YGxvnBntnrcBYoGwIWABskH8rH73UFJRjnB3tnj8NZoGwIWABskHzIf7i50BtXp63sXVDwTYJxfvuDEvS6IZcKzAkBC4ANkg/5VoBvQcCy4s9Y8nRzsZtpq1AYStADWAcCFgAb1dI4fTON/v1kHfr9dALG+e0UStADWA8CFgAbJx++3T0Mwwl2SC0rKgPYCwQsADZOPsQ4v31Sw4rKAPYEAQuAFSAoUR+UoAewLhSOAwBwsBWVAewRAhYAAAdbURnAHiFgAQAwAUrQA1gXclgAAEyEEvQA1oOABQCgDFCCHsA6ELAAOCCUkjcvzAIDsDwELAAOBqXkAcAeIWABcMBS8k+FVqWXn6hLnm7OlJWTT3sv3EEpeQBQNAQsAA5CKiUfXsOPziWkiVksksAKnmI7SskDgFIhYAFwsFLyfOkSVpU+H9Ks0GJ9O2IKAhiUkgcAJUIdFgAHkZBWUCK+Y2hlsTgfL9JX3sNVu1hfx5DKhZ4HAKAkCFgAHERyRra47ta4us7F+ro2rl7oeaYOOx28nES/nLwhrvk+AIA5YEgIwEFULO8urqOiE2hgi5qFghYuJb/tbEKh5xkLs48AwJLQwwLgIAL8vMT13vN3dJaS5+3y55ky+6hhgA9tHPc4Rc/sJq75Pm/nxwEAykK1AUt6ejrNmDGDwsPDydvbm/z8/Khly5Y0f/58evjwYZn3/8MPP1Dv3r2pRo0a5O7uTuXLl6fQ0FAaM2YMnTx50iyfAeyL0odDpMX6wgN96VxCuigl32R6lLjmlYV5uymL9Umzjzo3rKozN4a38+wjpbUHANgXVQ4JxcfHU8eOHSkuLk7cL1euHGVnZ9PRo0fFZc2aNbRz507y9/c3et+8nwEDBtCvv/6q3cYBEQdBFy5cEJcVK1bQxx9/TG+88YZZPxcolz0Mh0iL9RXUYalCY56oS17uLvTgYR79cSGRdp2/I+qwGDulWZp99NngSJ25MWM71hdBEWYfAUBZqK6HJTc3V/R8cLBSvXp12r59O2VmZtL9+/dp3bp15OPjQydOnKBhw4aZtP8PP/xQG6yMGzeOrl+/LnpzHjx4IIKh9u3bU35+Pr355pt07NgxM386UCJ7Gg6RFus7fzuDpm+Kprd/OCWuLyRmmFw0jsv7M54irUtogE+h5wEAmEJ1PSwrV66k06dPi9s//vgjtW3bVtx2dnamgQMHimBiyJAhtHnzZtHL0rlzZ6P2v2rVKnHdoUMHWrRokXY777958+b022+/UVBQEGVkZIhhI94G6lV0OETqYZCGQzg3RGnF2My9WB+/nnE9F/7cRfFwk/x5AACmcFZjwMI6deqkDVbkBg0aRHXq1CkUfBjj1q2CX8stWrTQ+TjnyoSEhIjbHLSAuknDIeM61dc7HHIt+YF4nhIX6+vTNFBclyWYknJjuPgczzaS4/tL9lwyKTcGAEC1AQsP++zfv1/c7tGjh87nODk5Uffu3cXtbdu2Gf0edevWFdf6hnvu3bsn8lhKCmpAPTAc8ig3hkv965p9xNun9gxTTA8TANgnVQUsMTExYsiHNWnSRO/zpMcSEhIoOdm4X75jx44V13v27KHx48fTjRs3xH2NRkPHjx+nXr16iZ4V7t0xNU8G7Id8OEQXRxkOkXJjis0+up2OBRUBwCxUlcNy8+ZN7e3AwEC9z5M/xq+pWNHwrmoOUjjRlmcBLV68WFykWUJ8CQgIoMmTJ9O0adPIxcWl1BlHfJGkpaWJ65ycHHGBR6T2UFq7RAb5UFAFT/pi50VaMqRpsWJsi3ZdFMMl/DxLHbtS2qZzaGXq2KA9HY1PocT0bKrq40EtavuLnhVbHZtS2kaJ0Db6oW30s2WbqCpg4dk6Ep7KrI/8MflrDMHJtbNnz6ZGjRrRq6++KnpT5LkqWVlZYliIZyZ5eZVcgIv3M3PmzGLbd+/eXeLxOzKe9aU0Xas60dfnH1D/T6KoS2A+VS9HdOs+0Y4bzhSd4kQjQ/IpausWh2obDtWTuKpuDCmCktpGadA2+qFtdKdeOGzA8s0339DIkSNNfv2WLVu0OSnWcPfuXVGHhYeEnn76aZo+fboYYuJpzQcPHqT//ve/tGTJEoqKiqI//vijxJ6eKVOm0MSJEwv1sNSsWVMkDFeqhHoVRaN6/uPBbe7m5kZK0pNnBUXfpjlbz9MnZx7lqnDPyueDQqhb42oO2za2hrbRD22jH9pGv6Qk/inioAGLOXGNFUOiQPlj8tcYYsSIESJY4WnNHJRwEq80O6hv377Url07aty4MV25ckUMDX377bd69+Xh4SEuRfF/EPwn0U2pbdOraRD1iAg021RhNbWNEqBt9EPb6Ie2Kc6W7WHzgGXw4MEiUdVUHChIuEy+hJNhIyIidL5GSpQt+hpDknq5fgvjwnBSsCJXtWpVGj58OC1YsIA2btwopk7reh6ojzRVGAAAVBiw6OtlMEVYWJjIMeGZQmfOnNE7tZkfY5wga0zC7dmzZ7W369Wrp/d5DRo00PbkJCYmUrVqlh0SAAAAUDtVTWvmRFUekmFbt27V+RyefsxDOaxr165G7Z+DIfl6Rfrcvn1be5tnEAEAAEDZqCpgkXJMpJk2hw8fLvb4999/L/JLGA/dGKNZs2ba25xYqwvPDpIq6PKQFK/iDAAAAGWjyoAlPDxc9KT0799frBfEeJiIg5UxY8aI+zxcpGsdoRkzZoicE75Iqz1LateuLRZWZLwA4gsvvECXL18W78VZ5QcOHBCrREsBEee5AAAAgApyWMzN1dWVNm3aJKYGc8DRpUsXMVTEAQvXSGGRkZG0Zs0ak/a/YsUKMY2aS/OvXr1aXHj/XDSOV4qWTJo0yegeHAAAAHCQHhYWHBxMp06dEtVmuUYK95bwVCxeOZkr1B46dIj8/YuvKmuIypUri9cvX76cunXrJhJquXeFAyVeZ4jL8e/bt4/mzp1r9s8FAADgqFTXwyKvr8JVZHVVki0JDwnxpSQcnIwePVpcAAAAwPJU2cMCAAAA6oKABQAAABQPAQsAAAAoHgIWAAAAUDwELAAAAKB4CFgAAABA8RCwAAAAgOIhYAEAAADFQ8ACAAAAioeABQAAABQPAQsAAAAoHgIWAAAAUDwELAAAAKB4CFgAAABA8VxtfQAAoD55+Ro6EptMielZVNXHk1rVqUguzk62PiwAsGMIWADArLaeuUWzfo+h6ykPtNuC/L3o3WfCqHuT6jY9NgCwXxgSAgCzBitj1xynhgE+tHHc4xQ9s5u45vu8nR8HADAFAhYAMNswEPesdG5YlZa90IKa1fKn8h6u4prv8/b/2xwjngcAYCwELABgFpyzwsNA4zrVJ+ci+Sp8f2zH+nQt+YF4HgCAsRCwAIBZcIItC63mo/Px0ACfQs8DADAGAhYAMAueDcTO307X+fj5hPRCzwMAMAYCFgAwC566zLOBFu++RPlF8lT4/pI9l6hmRS/xPAAAYyFgAQCz4DorPHV557lEevnbo3QsPoUysnPFNd/n7VN7hqEeCwCYBHVYAMBsuM7KkqHNxGyh/ksOaLdzzwpvRx0WADAVAhYAMCsOSp5uFIBKtwBgVghYAMDsODhpW6+SrQ8DAFQEOSwAAACgeAhYAAAAQPEQsAAAAIDiIWABAAAAxUPAAgAAAIqHgAUAAAAUDwELAAAAKB4CFgAAAFA8BCwAAACgeAhYAAAAQPEQsAAAAIDiIWABAAAAxUPAAgAAAIqnuoDl/v37tGXLFpo1axb169ePateuTU5OTuIyY8aMMu//xo0btHjxYhowYADVr1+fvLy8xKVOnTo0ePBg2rVrl1k+BwAAADziSipz5MgR6tmzp0X2fe3aNREAaTQa7bZy5cqJ+3FxceKybt06GjVqFC1btoxcXFwschwAAACORnU9LMzf3586d+5MkyZNou+++44CAgLMst+8vDwRnPC+V65cKXpbMjMzKSMjg6Kjo6lPnz7ieStWrDBLbw4AAACotIfliSeeoOTk5ELbJk+ebLZA6NixY9SsWbNC252dnalRo0b0008/id6drVu30ieffEJTp04lT09Ps7w3AACAI1NdD4slh2H8/PyKBStynCfDw0GMe11iYmIsdiwAAACORHUBi63Je1R4CAkAAADKDgGLme3Zs0dcu7u7U0hIiK0PBwAAQBVUl8NiS7GxsbR06VJxe+DAgeTr61vi87Ozs8VFcu/ePXFdNAcHiHJycsSU9aSkJHJzc7P14SgK2kY/tI1+aBv90Db6Secn+WxZa0HAYiYPHjwQtVn4S165cmWaM2dOqa+ZPXs2zZw5s9h29MwAAICSJSUlibxOhwpYvvnmGxo5cqTJr+cicd27dydbys3NpSFDhogZRByNr1mzhmrUqFHq66ZMmUITJ07U3k9NTRV1Xq5evWr1L4LSpaWlUc2aNUUtnNJ6rhwN2kY/tI1+aBv90Db68UhArVq1qGLFimRtNg9Y7B0n1g4dOpR+/vlncnV1pbVr11LXrl0Neq2Hh4e4FMXBCv6T6MbtgrbRDW2jH9pGP7SNfmgb/bich8MFLFzOvlevXia/3pY9ERysDBs2jDZs2CCmU69evZqee+45mx0PAACAWtk8YNHXy2AvPSvr16/XBiucaAsAAAAqDFjsEQcrnLMi71kZNGhQmffLgdv06dPtMoCzNLSNfmgb/dA2+qFt9EPbKLNtnDS2mJtkZcHBwRQfHy8auaxr/Mh7VjhnBT0rAAAAlqfKwnEpKSl09+5d7SU/P19s5ynH8u1cPr8oDmi4xD5fePVlXTkrUrDCCbYIVgAAACxPlT0sUo9KaUaMGCGmVRcNWKTaKFwIjvcl+eOPP6hDhw7iNk9fLm1a16effoqABgAAwAyQw2IEqadGqoR4+/btUovJAQAAQNmpsocFAAAA1EWVOSxKxnk0XJ131qxZ1K9fP1HZVsqZKWtCMLtx4wYtXrxYLBNQv3598vLyEpc6deqImje7du0ipUtPTxdtER4eTt7e3qLWTsuWLWn+/Pn08OHDMu//hx9+oN69e4tqxLxIZfny5Sk0NJTGjBlDJ0+eJEdum6JeeeUV7fdTPjyqps/NPaVvvvmm+A7w/xUe6n3iiSdo+fLlNlkvRcnfCaV8H5TQNvb6d+S+Bc9BFj//cA8LWM/u3bv5L6DOy/Tp08u076tXr2qcnJwK7bNcuXIaLy+vQttGjRqlyc3N1ShRXFycJjg4uNDxe3h4aO9HRkZqkpOTTdp3VlaWpnfv3oXawtvbW+Pu7q697+zsrFmwYIHG0dpGl127dhX6PtWuXVujts999OhRTaVKlQp9H1xdXbX3u3XrpsnOztYolTW/E0r5Pti6bez978huC52DrHH+QcBigy+Lv7+/pnPnzppJkyZpvvvuO01AQIBZApbY2FixH973ypUrNTdu3BDb8/LyNNHR0Zo+ffpovzTvvvuuRmlycnI04eHh4viqV6+u2b59u/b4161bp/Hx8RGP9ezZ06T9T5s2Tfv5x40bp7l+/bp2/3ziat++vXiM/9PxfUdqm6IyMzM19erV07i5uWlatGhhsxOUJT93amqq9v9ew4YNNX/99ZfYzgHKF198IT47PzZ27FiNElnzO6GU74MS2sae/45Y8hxkjfMPAhYr0xVZ8n98cwQs/Af42LFjeh/Pz8/XdO/eXfuL4MGDBxolWb58ufYLfeDAgWKPr127Vvv4jh07jN6/9GurQ4cOetuP24WfM3nyZI0jtU1REyZMEPuaOnWqZsSIETY7QVnyc/MfTX4d/wK8cuVKscc//PBD8biLi4vm/PnzGqWx5ndCKd8HJbSNPf8dseQ5yBrnHwQsCmCugMUQGzZs0P5HPX78uEZJnnjiCXFcnTp10vuFr1OnjnjO8OHDjd6/1B385ptv6n1Os2bNxHNeffVVjSO1jdzBgwdFl3ZISIj4o2LLE5QlP3etWrXE60aOHKnz8fT0dO2Jh39VK421vhNK+j4ooW3s+e+Irc9BZT3/IOnWwXh6ehYqhKekRLD9+/eL2z169ND5HE4K6969u7i9bds2o9+jbt264vrYsWN6l02/cOGCuN2iRQtypLaRZGdn06hRo0Sy6bJlywp9X9T0uc+fP09Xr14tcd+cpMnJt8buW03fCSV9H5TSNvb6d0QN5x8ELA5mz5494pqz2kNCQkgpYmJitHVumjRpovd50mMJCQmUnJxs1HuMHTtW2wbjx48XGe2M/xgfP35crBrO1Y/btm0rKho7UttI3n//ffF+o0eP1hZJVOPnPnPmTLHXl7Tvs2fPkpJY6zuhpO+DUtrGXv+OqOH8g4DFgXDl3qVLl4rbXIHX19eXlOLmzZva24GBgXqfJ39M/hpD8B+Xt99+m5ydncXUu6CgIPLx8RFRf/PmzenSpUs0efJk2rlzp1jU0pHahp04cYLmzp1L1apVo3nz5pGaP7ex+05LS9O5lIeavxNK+z4opW3s9e+IGs4/CFgcBFfd5bnx3F1auXJlmjNnDimtXoKkXLlyep8nf0z+GkPwH5jZs2fTihUrRHc/45OQVI8hKytLdOdmZmaSo7VNbm6u6Prn688++4wqVKhAav7c1mhTS7L08Svx+6CUtrHXvyNqOP8gYCkFrzUkFdUx5bJ161ZbfwTxR2fIkCFizJXXQFqzZo0oduRobcMLXnbu3JlefPFF0V37559/UmpqKt26dYs2btxIVapUoSVLllDr1q213byO0jb8B4SLXXF39vPPP2/V9wblwfdBGX9H1CDXjOcfBCwqx4lNQ4cOpZ9//lm7wnTXrl1JabhLVcJRuD7yx+SvMQQvdsljqDwWHxUVRe3atROVLwMCAqhv377iDw9H/1euXBFduo7SNpyf8cEHH4hfi9zF7Qif2xrfN0uy5PEr9ftgKEv/29rr3xE1nH+w+GEpuJww/8owFX+Rbfll4aSvDRs2iLHU1atX03PPPafItpFH3PyrJCIiQudr5L9YjInSORFv8+bN4jaXYedejKKqVq1Kw4cPpwULFohfSqtWrdL5PLW1DY/Jc3c2r1Lu7+9fLFeDfyFJSYXSYx4eHuLXkiVZ8nMX3be+8XRp3/y41P2vBJZsG6V+H5TQNtb+O2LP8ixw/kHAUgr+j8gXe41s169fr/2ycKKTUtsmLCxMjA1zdj/P4NA3HVGa3cG/ZnjNF0PJZ3nUq1dP7/MaNGig/fWVmJgoEg7V3jacDMemTJkiLvrwNGDpl+jChQtpwoQJZEmW/Nzy2SP8en6vkvbdqFEjUhJLto1Svw9KaBtr/x2xV3kWOv9gSEilXxYeM5R/WQYNGkRKxglw3LXK9OVv8C867oJlxnYr8h8wSXx8fIkL4UmU8ova0m2jVJb83DylslatWiXum5Mm9+3bZ/S+rcFRvxO2bht7/juiivOPRcrZgc2qDHLZ5YEDB4r98SJuvG6GvZDKafMaHIcOHSr2+Pr1600up80LoUmv5YXLdMnIyNDUrVtXPCciIkLjKG1TGiWU5rfE55ZK8/MCbbwOSlEfffSRXZTmt/Z3wh4q3Vqqbez974ilz0GWPv8gYLEBXiH0zp072kvNmjXFPzAvRCXfzqXBi+IvlPQfpugfWf6yDBo0SPtl4TLI9kS+YFlgYKD2DwkvnsWfxdfXVzzWo0cPna8vqW2YfIXVYcOGaS5duiRKdD98+FCzf/9+7aJufOHFuxypbZR6girL5y7tM8sXP2zUqJF2oTpe/HDx4sXa1XftYfFDc7eNvQcslmwbe/47UtZzkK3PPwhYbBjNlnbhPwxFlfSF2bt3r/YxXlW1WrVqJV6U2PvCn6nokvCenp4GLQlf2h8a/g/YvHnzQm3M++f/XPJt/J9WiSzZNko+QZn6uQ35zBykVKpUSfs8XsVXWqWZL127dtVkZWVplMqSbaPU74Ot28be/46U5Rxk6/MPclh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" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "R = 0.29661447206870056\n" + ] + } + ], + "source": [ + "# Fig 4d. real world imagined nav scatterplot\n", + "\n", + "recon_route_rep = nwbfile.processing[\"analysis\"][\"reconstructed_route_rep\"]\n", + "\n", + "condition = np.asarray(recon_route_rep[\"condition\"][:]).astype(str)\n", + "direction = np.asarray(recon_route_rep[\"direction\"][:]).astype(str)\n", + "model_type = np.asarray(recon_route_rep[\"model_type\"][:]).astype(str)\n", + "\n", + "real_left_sine_idx = np.where(\n", + " (condition == \"real\") &\n", + " (direction == \"left\") &\n", + " (model_type == \"-sine\")\n", + ")[0][0]\n", + "\n", + "real_left_cos_idx = np.where(\n", + " (condition == \"real\") &\n", + " (direction == \"left\") &\n", + " (model_type == \"cosine\")\n", + ")[0][0]\n", + "\n", + "walk_real_left_long = np.concatenate([\n", + " \n", + " np.asarray(recon_route_rep[\"route_reconstruction\"][real_left_cos_idx]).ravel(),\n", + " np.asarray(recon_route_rep[\"route_reconstruction\"][real_left_sine_idx]).ravel(),\n", + "])\n", + "\n", + "real_right_sine_idx = np.where(\n", + " (condition == \"real\") &\n", + " (direction == \"right\") &\n", + " (model_type == \"-sine\")\n", + ")[0][0]\n", + "\n", + "real_right_cos_idx = np.where(\n", + " (condition == \"real\") &\n", + " (direction == \"right\") &\n", + " (model_type == \"cosine\")\n", + ")[0][0]\n", + "\n", + "\n", + "walk_real_right_long = np.concatenate([\n", + " \n", + " np.asarray(recon_route_rep[\"route_reconstruction\"][real_right_cos_idx]).ravel(),\n", + " np.asarray(recon_route_rep[\"route_reconstruction\"][real_right_sine_idx]).ravel(),\n", + "])\n", + "\n", + "imag_left_sine_idx = np.where(\n", + " (condition == \"imagined\") &\n", + " (direction == \"left\") &\n", + " (model_type == \"-sine\")\n", + ")[0][0]\n", + "\n", + "imag_left_cos_idx = np.where(\n", + " (condition == \"imagined\") &\n", + " (direction == \"left\") &\n", + " (model_type == \"cosine\")\n", + ")[0][0]\n", + "\n", + "walk_imag_left_long = np.concatenate([\n", + " \n", + " np.asarray(recon_route_rep[\"route_reconstruction\"][imag_left_cos_idx]).ravel(),\n", + " np.asarray(recon_route_rep[\"route_reconstruction\"][imag_left_sine_idx]).ravel(),\n", + "])\n", + "\n", + "imag_right_sine_idx = np.where(\n", + " (condition == \"imagined\") &\n", + " (direction == \"right\") &\n", + " (model_type == \"-sine\")\n", + ")[0][0]\n", + "\n", + "imag_right_cos_idx = np.where(\n", + " (condition == \"imagined\") &\n", + " (direction == \"right\") &\n", + " (model_type == \"cosine\")\n", + ")[0][0]\n", + "\n", + "walk_imag_right_long = np.concatenate([\n", + " \n", + " np.asarray(recon_route_rep[\"route_reconstruction\"][imag_right_cos_idx]).ravel(),\n", + " np.asarray(recon_route_rep[\"route_reconstruction\"][imag_right_sine_idx]).ravel(),\n", + "])\n", + "\n", + "\n", + "\n", + "\n", + "Fs = 250.0\n", + "\n", + "walk_sum = walk_real_left_long + walk_real_right_long\n", + "imag_sum = walk_imag_left_long + walk_imag_right_long\n", + "\n", + "R = np.corrcoef(walk_sum, imag_sum)[0, 1]\n", + "\n", + "\n", + "walk_avg = (walk_sum) / 2\n", + "imag_avg = (imag_sum) / 2\n", + "\n", + "window = int(Fs / 2)\n", + "\n", + "Walk = pd.Series(walk_avg).rolling(window, center=True).mean().to_numpy()\n", + "Trdm = pd.Series(imag_avg).rolling(window, center=True).mean().to_numpy()\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "idx = np.arange(window - 1, len(Walk), window) # Python 0-based indexing\n", + "\n", + "plt.figure(figsize=(5.5, 4.5))\n", + "plt.plot(Walk[idx], Trdm[idx], 'o', linewidth=2, markerfacecolor='none')\n", + "plt.grid(True)\n", + "\n", + "plt.xlim([-1.2, 1.2])\n", + "plt.ylim([-1.2, 1.2])\n", + "\n", + "plt.xticks(np.arange(-1.2, 1.21, 0.4))\n", + "plt.yticks(np.arange(-1.2, 1.21, 0.4))\n", + "\n", + "plt.xlabel('real-world walks')\n", + "plt.ylabel('imagined walks')\n", + "plt.tick_params(labelsize=18)\n", + "\n", + "plt.show()\n", + "\n", + "print(\"R =\", R)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "026335b9", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + "

root (NdxMultiSubjectsNWBFile)

session_description: test multi subjects
identifier: 84464b58-b54f-4520-88b4-23bc0f9a3457
session_start_time2026-04-09 19:37:54.186512+00:00
timestamps_reference_time2026-04-09 19:37:54.186512+00:00
file_create_date
02026-04-09 14:37:54.186783-05:00
processing
analysis
description: analysis derivatives
data_interfaces
circular_reconstruction_error
description: Complex-valued circular reconstruction error data with shared circular axis. first number is real part, second number is imaginary part. The ph_ax vector defines the circular histogram axis in radians.
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ph_axerr_walk_lefterr_walk_righterr_imag_lefterr_imag_righterr_ctrl_lefterr_ctrl_right
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corr_theta
description: Correlation between the mean theta signals from different halves of participants' trials fo control, imagined, and real walks
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conditioncorrelation
id
0control[-0.10773478498150453, -0.030392474470643104, 0.06313854122483073, -0.0750970562242744, -0.015288207031049167, -0.12524300490327062, 0.11348085806711211, -0.13854081940788324, -0.09427503861422713, -0.08326333413324088, 0.07099355720832687, -0.0384114520855726, 0.02268199832327072, -0.07071494454730338, -0.0878338155296906, 0.08607865186928303, 0.003616256237892519, -0.18718475659200334]
1imagined[0.24362764150927388, 0.29526451537126386, 0.21939318932554927, 0.11384203896350882, 0.17311055977667594, 0.06934739347517008, 0.15962412920720187, 0.18834216989949976, 0.03093388342051562, -0.03429820587623661, 0.08689402014721355, 0.010750875051895715, 0.06953788075821034, 0.07591257431337856, 0.04890962832607035, 0.14081297894413633, 0.0929008011727489, 0.03503077435517562]
2real[0.22933817597391992, 0.3200575068310145, 0.28371551597724803, 0.29498465425001874, 0.2553852774334037, 0.20328689189025423, 0.27874740068875065, 0.4361021381683012, 0.11661819638067207, 0.11578701925577299, 0.2715806579390451, 0.22088227312517833, 0.10263362589061135, 0.26091570799825803, 0.2454500640269419, 0.35694215319590555, 0.08297443183967165, -0.005339171061778932]
reconstructed_route_rep
description: Reconstructed route representations of real-world and imagined navigation. Each data point represents data averaged over 0.5-s time bins, derived from data pooled across all channels.
table\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
conditionmodel_typedirectionroute_reconstruction
id
0real-sineleft[0.08828412142457316, 0.07988698067156957, 0.07184814622441316, 0.0638843746318927, 0.0559303326155301, 0.04782303481695732, 0.03945437740611965, 0.030715501002906348, 0.02150326599244501, 0.01179456559164152, 0.0016303541171986125, -0.008890021700523831, -0.019631374242136068, -0.030482941045415546, -0.041518700984971096, -0.05280942852716247, -0.06426398664893795, -0.0757130422388676, -0.08705551949815324, -0.09835050837610956, -0.10971970120202845, -0.12124576982064295, -0.13290033373697155, -0.14448872553881512, -0.15594551103686893, -0.1672813697040677, -0.1784623004171983, -0.18945511305914345, -0.2002050073423617, -0.21070128508126074, -0.22086673895050046, -0.23026148974827812, -0.23840095214626586, -0.2454809801060718, -0.2512781734873684, -0.25583164728966185, -0.25937337192119225, -0.2619797209750543, -0.263631684196462, -0.2643304495405945, -0.2641242098510298, -0.2630443455143828, -0.2611756496063088, -0.25861112624466676, -0.25531829325202066, -0.2512609259082975, -0.2464438934789324, -0.24074337549980612, -0.23399571161366572, -0.22613529406883087, -0.217314111415404, -0.20779131830181377, -0.19769645792725882, -0.1871187957051167, -0.17620380144336642, -0.1651206241108731, -0.15389325974529477, -0.14236734474336726, -0.13064421111698554, -0.11886523431359577, -0.10697678653835738, -0.09495744103848958, -0.08264908415035793, -0.06999231824354321, -0.057055771443843856, -0.043962198535577285, -0.030902348934177093, -0.01797063347725647, -0.005126018062065585, 0.007566648313491048, 0.019887662939915063, 0.03170570630445266, 0.042962241956599756, 0.05373584847586316, 0.06406546377285224, 0.07388902560612962, 0.08301595406063408, 0.09130764203809276, 0.09875655478340947, 0.10529756327548749, 0.11076353118789611, 0.11506164955290324, 0.11832330802668253, 0.12065579358453563, 0.1219434614199709, 0.12210580173378907, 0.12135279506490565, 0.1196385182347201, 0.11689440956630129, 0.11320326456228975, 0.10885802081283746, 0.10412710791670146, 0.09884513949502924, 0.09294715681927278, 0.08632301105925955, 0.07896725940243395, 0.07103326536787824, 0.06257323264089612, 0.05363000677758292, 0.04424809828109366, ...]
1real-sineright[-0.400413422844098, -0.3977260121682742, -0.39466835935909383, -0.39132449468531577, -0.38775384629985105, -0.3840671925558764, -0.38041173023969616, -0.3769515782461666, -0.3737236034033097, -0.3706258627924445, -0.3675103130910516, -0.3642892947509609, -0.3608314925991218, -0.3571003812847699, -0.3532507120680176, -0.34938193653009947, -0.3455262804902871, -0.3417679769058144, -0.33815469956048533, -0.33477870869204407, -0.33172214694861013, -0.3288919924890325, -0.32623556231038875, -0.323805415337951, -0.3215772793235859, -0.31938799381274274, -0.3172880741289301, -0.31533602886445883, -0.3134757092135694, -0.31161612343797446, -0.3096988927886031, -0.30769147877210923, -0.3056642336829063, -0.3035039556886938, -0.30106814317163666, -0.29845596369904753, -0.29552309737081345, -0.29187832584433043, -0.2877227712146765, -0.283467360200852, -0.27917394606162116, -0.27468995230441834, -0.2699073760519583, -0.26485152023918745, -0.2594371954017151, -0.253644075845077, -0.24744723576690375, -0.24078967626373707, -0.23374043785936652, -0.22638692408219405, -0.21876819916030563, -0.21086997645788066, -0.20258399437622387, -0.1937487561482345, -0.18428279818883309, -0.17427164298552067, -0.16381621262154494, -0.15288736547292056, -0.1414792026387205, -0.12963901277119025, -0.11738156297830547, -0.10468126316112424, -0.09153204407807634, -0.07806685477276001, -0.06433213654557193, -0.05028452939732589, -0.03588916977187975, -0.021035135660927448, -0.005626807755568605, 0.010194760410581302, 0.026230866678247887, 0.0424200250773621, 0.05872285486198359, 0.0751606946440298, 0.0915813620104026, 0.10792111466016106, 0.12423423508610949, 0.1405067107377027, 0.1565443657912429, 0.1720348172957979, 0.18689133592984475, 0.20120223121900857, 0.2150788773031249, 0.2286363884896595, 0.24177987836699075, 0.2543139013317426, 0.26617513752181676, 0.27744568391728275, 0.28806798535310485, 0.2980257380215964, 0.3074040352955308, 0.3164522042671839, 0.32499667185227055, 0.33294208700701367, 0.34025835359626566, 0.3467537794310527, 0.3524842859618441, 0.3576818274520388, 0.36226434222844783, 0.3661778711842272, ...]
2realcosineleft[0.06826108720026511, 0.07590078379077174, 0.0839563304316766, 0.09233965976791825, 0.10096723247424885, 0.10994885559967636, 0.11941323368195249, 0.1294920285662643, 0.14016407156314056, 0.15116701740014327, 0.1621559428464962, 0.17307506154598984, 0.1838624058334961, 0.1943579374556763, 0.2042894836413088, 0.2134531201601612, 0.22182109440194936, 0.22935075744789446, 0.23607048957621757, 0.2421229766116004, 0.247709723785905, 0.25287169726477743, 0.2575676948494928, 0.26162200785426504, 0.26489111999179493, 0.26721728086216734, 0.26850775207782507, 0.26875380651763997, 0.26796473597406556, 0.26615102721034667, 0.263361380247989, 0.25941866409785924, 0.25400657087198847, 0.247519891195367, 0.24028277851109964, 0.23249067538074022, 0.22414214580647063, 0.215297430975126, 0.20595300553959484, 0.1959465431789721, 0.1853877194694375, 0.1743765630413886, 0.16276692340959548, 0.1508188529157589, 0.13857533000302572, 0.1259468367186174, 0.11279074897960326, 0.09919042949910052, 0.08539975573271819, 0.07129620090290793, 0.05702995062201305, 0.04298136047711311, 0.029142183492600962, 0.015478231944390047, 0.0019757725075606747, -0.011403901276174189, -0.024679581540250087, -0.03793288666123289, -0.05087108870873297, -0.06324866966422388, -0.07524793102183219, -0.08691182395622486, -0.09831022489545062, -0.10944156384702322, -0.12015501179868524, -0.13029645464793055, -0.1397779919615183, -0.14861382681579133, -0.15661270617859524, -0.16402436350884958, -0.17101927531523536, -0.177576846399014, -0.18378648736384823, -0.18974899069683535, -0.19549450893291168, -0.201023808090262, -0.20627351656850906, -0.2111096098984201, -0.21542695382020205, -0.2193341615685661, -0.22293132837666274, -0.22616143395906108, -0.22896053905501731, -0.2314031292195561, -0.23371421104427856, -0.2358751928327753, -0.23784091464109647, -0.2397074793623098, -0.2414360385529316, -0.24306782680592087, -0.24472498561965167, -0.24632353998278284, -0.24755444877937346, -0.24836064051127957, -0.2488060557189579, -0.24895469630652362, -0.24894461963011189, -0.2488154718591834, -0.24851623258017042, -0.2480494553537798, ...]
3realcosineright[-0.3102828247910256, -0.30045466267248994, -0.29032202679476693, -0.2796961688147177, -0.26855466210585993, -0.25689418519797663, -0.24470811597499453, -0.23204298749596286, -0.21919865759608836, -0.20639375394755316, -0.19376987281688213, -0.18146064736163214, -0.16971751968423132, -0.15867568483433564, -0.1481946199271365, -0.13806482775022716, -0.12814653744839355, -0.11837243624266236, -0.1083743180446925, -0.09855336136661624, -0.08912063029135209, -0.08022172533175931, -0.07206657011938877, -0.06472465049588444, -0.057966502808832254, -0.05166253064984855, -0.045799890713136615, -0.04042486895644709, -0.035673825856673946, -0.0316143487795123, -0.028068772936166386, -0.024966055905766837, -0.022304868485915286, -0.019992854988037545, -0.017928430266052786, -0.01629470179771042, -0.015105747161422434, -0.014060850404044312, -0.013272148164293118, -0.01298160106182461, -0.013233825700780188, -0.013972931491191665, -0.015151981818672666, -0.016911760397249898, -0.019244891906470385, -0.022080261236518683, -0.025270998542999135, -0.028805453395443326, -0.03277288181409338, -0.03708500692585792, -0.04162146403860856, -0.04625850469075282, -0.050952693306896335, -0.05576646012839198, -0.06079822907417265, -0.06582296344754801, -0.07054943211712944, -0.07496349672160946, -0.078936284836775, -0.08231343090856458, -0.08508561012819754, -0.08723589573424217, -0.0887110004348633, -0.08939957494634382, -0.08934511542748186, -0.08858419075570201, -0.08719343172217675, -0.08516940719532723, -0.08228494209018078, -0.07876995732970299, -0.07458290018388175, -0.06966013949074407, -0.06405325223340286, -0.057671208323622714, -0.05071783639193139, -0.043453116650312096, -0.03594085167685024, -0.028207977108357762, -0.020295785312604675, -0.012209109701344145, -0.003985610558402353, 0.004250846326858737, 0.012377038609088786, 0.020313732015109942, 0.027984549518990987, 0.03526268873834654, 0.042106850199264634, 0.048621866502707944, 0.0547444686002605, 0.060393232144549, 0.06549071912003718, 0.07019661663462373, 0.07439331575684438, 0.0780280334981247, 0.081080824733203, 0.08347733487311959, 0.08505074742968982, 0.08590086812645592, 0.08641774344882372, 0.08662276042825989, ...]

... and 12 more rows.

rel_pos_theta
description: Theta activity for each segment of the route
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segment_positiontheta_S1_Chan1theta_S1_Chan2theta_S1_Chan3theta_S1_Chan4theta_S2_Chan1theta_S2_Chan2theta_S2_Chan3theta_S3_Chan1theta_S3_Chan3theta_S3_Chan4theta_S4_Chan1theta_S4_Chan2theta_S4_Chan3theta_S4_Chan4theta_S5_Chan1theta_S5_Chan2theta_S5_Chan3theta_S5_Chan4
id
00.0000000.8172370.3684950.326167-0.5645680.8199270.256213-0.2987860.831154-0.403446-0.4923850.3160580.7074850.2736190.434112-0.2388630.189252-0.627787-0.293663
10.0349070.8799450.2158400.119154-0.6829310.7479400.254755-0.2851300.827945-0.275080-0.5062710.1111360.5807490.2819860.185165-0.382361-0.043826-0.714020-0.122794
20.0698130.8856510.083024-0.054263-0.8217360.6068900.198100-0.2842340.744461-0.170375-0.658609-0.0428600.4988330.381633-0.055428-0.448287-0.252096-0.7052320.048972
30.1047200.8615110.127213-0.168473-0.8534340.4135680.229407-0.2208380.597856-0.021725-0.835037-0.0716730.4720920.471717-0.188904-0.508062-0.401960-0.7203460.064518

... and 177 more rows.

route_models
description: -sine and cosine route models for left and right walks for reconstructed real and imagined walks
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conditionmodel_typedirectiontheta_reconstruction
id
0baseline_model-sineleft[-1.484316732323131, -1.4843009331765937, -1.4842850709562152, -1.4842645343890082, -1.4842398320135266, -1.484214289967997, -1.484180613955384, -1.4841468162110065, -1.484107047657537, -1.4840641308418916, -1.4840187616470766, -1.4839666088921997, -1.4839142720754313, -1.4838538738176752, -1.4837921345795826, -1.4837255455244214, -1.4836542506807393, -1.4835811005055435, -1.4835000882088594, -1.4834185960717967, -1.4833274656195647, -1.4832295954114059, -1.4831180418551198, -1.4829996028538666, -1.4828696693178633, -1.4827309303982381, -1.482569224826911, -1.4823910717332285, -1.4821887076517657, -1.4819590951756483, -1.4817070187768033, -1.4814335570698043, -1.4811407143120223, -1.4808266482040615, -1.480493556069948, -1.4801408935164524, -1.4797699492130836, -1.479379284500888, -1.4789671998921505, -1.478532685767107, -1.4780768189844304, -1.4776023511266971, -1.4771090979833574, -1.4765968260022715, -1.4760655268690155, -1.475515043329674, -1.4749452746185543, -1.474356043566529, -1.4737473647222505, -1.4731192173407222, -1.4724715501088455, -1.4718034808079885, -1.4711151628987897, -1.4704073767872412, -1.4696800584437608, -1.4689330827214726, -1.4681663817187987, -1.4673800256129121, -1.4665740300519357, -1.4657483319052678, -1.464902901671147, -1.4640378520806203, -1.4631532735788588, -1.4622491665480541, -1.461325497702055, -1.4603823687752926, -1.4594198116528176, -1.4584378496131447, -1.4574355496418132, -1.4564139094998356, -1.4553731878247989, -1.4543135175213935, -1.453234894634434, -1.45213743788635, -1.451021307371831, -1.4498867105096116, -1.4487337416223982, -1.4475624828494742, -1.4463730084898079, -1.4451653005947769, -1.4439394554378995, -1.4426955235856416, -1.4414335959694198, -1.4401537541396423, -1.438856079194302, -1.4375406098089611, -1.4362074006322807, -1.4348557011985967, -1.4334861592344719, -1.4320991684660993, -1.4306947265932644, -1.4292728150018035, -1.427833395676023, -1.426376413181983, -1.4249019156318659, -1.4234099579498392, -1.421900580671127, -1.42037381507144, -1.4188297017457197, -1.4172682372753596, ...]
1baseline_modelcosineleft[-0.07714640952368203, -0.0792670168600227, -0.08139609015050096, -0.08353350323743272, -0.08567900766514368, -0.08783294704231585, -0.08999483299943849, -0.09216453372355113, -0.09434183105481843, -0.09652687201821329, -0.09871953098026215, -0.10091952909839046, -0.10312729163501913, -0.10534262787201765, -0.1075657722135044, -0.10979631916205886, -0.11203567151343297, -0.11428466028889091, -0.11654099886129446, -0.11881070185364688, -0.12112537546442953, -0.12357381859937001, -0.1261831962310137, -0.12887244303996334, -0.13163878267074874, -0.13452243246704587, -0.13765031240589362, -0.14099743424594746, -0.14459452334398762, -0.1484537717279422, -0.15250516072983777, -0.15669851440137728, -0.16097430312272734, -0.16530995531545478, -0.1697110490205146, -0.1741742520116374, -0.17867524734667786, -0.18322484907276596, -0.18783475952275552, -0.19250656248365322, -0.1972022505126293, -0.2019132368283039, -0.20663930808397038, -0.21138072483171141, -0.21613571675816623, -0.2209040183969817, -0.22568492772442844, -0.2304784333772682, -0.23528304239711167, -0.24009770076817638, -0.24492169395318003, -0.24975455157707577, -0.2545949818542624, -0.25944190436733694, -0.26429501558754015, -0.26915443284141705, -0.2740198946866244, -0.2788903134561821, -0.2837650295426382, -0.2886439010797835, -0.29352660244395296, -0.29841204147209405, -0.30329934094111044, -0.3081881751457379, -0.31307841678469867, -0.31796925751539507, -0.322860299830146, -0.32775121623514497, -0.33264158921508186, -0.33753051460523115, -0.342417341751513, -0.3473013765688012, -0.35218259089065035, -0.3570604122978059, -0.3619341272743802, -0.36680286879263535, -0.3716663017780724, -0.3765241616029353, -0.38137623053435876, -0.38622266914668085, -0.3910631781512976, -0.3958976507273725, -0.4007258316645103, -0.40554751427628777, -0.41036250395814017, -0.41517076849171247, -0.41997221847493765, -0.4247664087471926, -0.42955319853396334, -0.43433246357428645, -0.4391043380038602, -0.4438690003670666, -0.44862668053020316, -0.4533776495269882, -0.45812182963172265, -0.4628591237045202, -0.4675894825000512, -0.4723128856911619, -0.477029283691473, -0.4817387588991488, ...]
2baseline_model-sineright[-1.4604000627401252, -1.460385508347914, -1.4603708897292116, -1.4603521371412822, -1.4603293520397738, -1.4603061290828694, -1.4602750487048084, -1.4602438450405075, -1.460207599039674, -1.4601679414986837, -1.4601266181757948, -1.4600783832598154, -1.4600299562851347, -1.4599747703255663, -1.459917602496253, -1.4598567324886915, -1.4597907040359792, -1.4597239029900273, -1.4596487255896622, -1.459572018652851, -1.4594859462178196, -1.459394402143617, -1.4592928747934957, -1.4591831342187112, -1.459061596005591, -1.4589306310989032, -1.4587858963647293, -1.4586327130607613, -1.4584628653242024, -1.4582774149864435, -1.4580683487424075, -1.4578273169316658, -1.4575604856593531, -1.4572687545753078, -1.4569558413148265, -1.4566233415051237, -1.4562740243057002, -1.455907568958347, -1.4555219012868288, -1.4551189246136933, -1.4546984594936667, -1.4542603205739788, -1.453804281734219, -1.4533303080813396, -1.4528382657243701, -1.452327989168311, -1.4517992362815386, -1.4512519067729321, -1.4506858997834882, -1.4500997082955274, -1.4494946617882845, -1.4488707321991594, -1.4482278242991014, -1.4475657301302436, -1.4468844080226626, -1.4461839112966384, -1.445464165530476, -1.4447249711961292, -1.4439664550548696, -1.4431886383723422, -1.44239142748872, -1.441574739599723, -1.4407387731040782, -1.439883552022357, -1.4390090085975313, -1.438115111051378, -1.4372019712325452, -1.4362696541541977, -1.4353181728615878, -1.4343477539490395, -1.4333578526418598, -1.432349151085503, -1.4313216296908124, -1.4302755364209265, -1.4292110318732356, -1.4281281160070953, -1.4270268746321597, -1.4259075299821355, -1.424770238322553, -1.4236150895254864, -1.4224422376077495, -1.4212518099724474, -1.420043853587555, -1.4188184867492253, -1.4175758246473835, -1.4163159002583379, -1.415038835501973, -1.4137447932824032, -1.412433832069528, -1.4111060367154558, -1.4097615249348552, -1.4084003912893464, -1.4070227141055582, -1.4056286232411859, -1.4042183073047991, -1.4027917890276276, -1.401349112535424, -1.3998903167490808, -1.3984153917655786, -1.396923602372268, ...]
3baseline_modelcosineright[-0.042543652281508984, -0.04458554161024483, -0.04663644151017854, -0.048696181320923466, -0.050764668388838356, -0.052841920907505696, -0.054927419895714244, -0.05702119141290767, -0.059123434279435706, -0.061233861285111275, -0.06335247732148079, -0.06547924617560134, -0.06761448326182053, -0.06975792638150989, -0.07190958504642543, -0.07406918868992889, -0.07623695559308863, -0.07841252468862361, -0.08060109213653265, -0.08283418750984534, -0.08514024493352701, -0.08753406497085056, -0.09003103473863927, -0.09263555433220474, -0.09535604159239978, -0.09820133211872184, -0.10113791950720907, -0.10417549538851618, -0.10733131247240894, -0.11064892270784497, -0.11425253171760173, -0.11816422387362255, -0.12229096983111855, -0.12659885899367587, -0.13100813227406727, -0.13548261069821813, -0.1399786028606416, -0.14449470266204745, -0.14903106372230784, -0.15358672254565414, -0.15816101398558516, -0.16275343236656864, -0.1673639464731174, -0.17199069364463884, -0.176632983765904, -0.18129049574625652, -0.18596360194084607, -0.19065143974761284, -0.19535325256054908, -0.20006854843527494, -0.2047966662625222, -0.20953661536627144, -0.21428788905133334, -0.21905083532561015, -0.2238246028313912, -0.22860778278199623, -0.23339994716325765, -0.23820150727076217, -0.243010787227347, -0.247826911183661, -0.25264976493051206, -0.25747917596388525, -0.26231338302997603, -0.26715174524892277, -0.27199417138746446, -0.276840381427673, -0.2816893653613237, -0.28654043016243524, -0.2913931937778753, -0.29624625292851564, -0.3010989594331442, -0.3059509379791936, -0.31080215854539206, -0.3156513203811516, -0.3204976114381752, -0.32534099122446897, -0.3301810426114274, -0.3350167872022671, -0.33984758980985086, -0.34467313132659305, -0.3494928488405028, -0.3543063206956927, -0.3591134680332376, -0.36391393684484397, -0.36870740481767394, -0.3734938772422067, -0.3782730264979025, -0.38304439264184764, -0.3878079171429312, -0.39256344918028385, -0.39731072973320297, -0.4020495924664818, -0.4067799337133869, -0.41150148113981644, -0.41621378164573536, -0.4209169456194946, -0.4256110070518972, -0.43029601296575026, -0.43497201126686363, -0.4396388644383568, ...]

... and 8 more rows.

route_probability_maps
description: 2D route-position probability maps stored row-wise by condition
table\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
lin_axH2D_imagH2D_ctrlH2D_walk
id
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0.8331788536922649, 0.8071509207104753, 0.7153452842478678, 0.5701918817711988, 0.40674615433230943, 0.2548201151189699, 0.14177098518645095, 0.06986696737797965, 0.02778557145870308, 0.02251734523425422, 0.023589905078488245, 0.02585689842216915, 0.02916839861684894, 0.032650560868859674, 0.03395931554035421, 0.037601635102142046, 0.04181044628786583, 0.04881569510607475, 0.0578154232153038, 0.10733529822377355, 0.2022149641907676, 0.31651848742080385, 0.4548672472188704, 0.5822755636054575, 0.6547296196463968, 0.6410099946285707, 0.541763705929988, 0.3948276417164554, 0.24665541007405062, 0.13190117195892737, 0.04489472715264451, 0.0, 0.0, 0.0, 0.0018450449156765171, 0.0037905215498954883, 0.0066359618391817875, 0.012871283266783556, 0.018689911014982404, 0.024320884432990054, 0.028529215273710978, 0.0504642880629004, 0.12010311923305537, 0.2196905710232752, 0.373320712842515, 0.5694970978688748, 0.8522277659481862, 1.1155274053211348, 1.376839953506311, 1.6358869219440475, 1.8534654784262918, 2.023964212940459, 2.154839340912099, 2.2249675315808504, 2.2712171844706583, 2.2696690572521603, 2.227220971444933, 2.1272439534460292, 2.047556365504204, 1.9495577648256088, 1.8733713288367104, 1.8540420500678385, 1.865119539106977, 1.8449046812173504, 1.8118446840654148, 1.7964731439006558, 1.778104472958303, 1.7843146421406788, 1.788188845248103, 1.773195687381409, 1.697964602105038, 1.5280157744641685, 1.2622904236222738, 0.9367393523807723], [0.661465723555724, 0.8620898324461166, 1.038643321493555, 1.119450431063848, 1.1210235244451086, 1.0539963064057425, 0.9353905416273686, 0.7772797124739468, 0.6059199210831803, 0.4538513631066136, 0.34738700981305026, 0.2977809804032625, 0.29719683704433825, 0.3313721804743887, 0.436222942946755, 0.537457515330691, 0.6286178282653104, 0.6864025700689087, 0.6924385272765449, 0.6337997206955739, 0.51864333422462, 0.37718264298538134, 0.2398531991160578, 0.1346901492040743, 0.06540785856961517, 0.023699504403510555, 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walk_theta
description: Theta for real and imagined walks aligned to average spatial coordinates of left and right walks
table\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
walk_typedirectiontheta
id
0realleft[0.5535896570156469, 0.5485878510770743, 0.543181608808524, 0.537248519152101, 0.5308891655965402, 0.5239834915143428, 0.5165288803344026, 0.5085901656885656, 0.5001067299044311, 0.49100324659439976, 0.4812327435983454, 0.47087678037418246, 0.46008739596837905, 0.4489908884955332, 0.4374275560823117, 0.42524647401531457, 0.41241249116424633, 0.3990024089586465, 0.38511804818869894, 0.3706690191354654, 0.355533511657988, 0.3397177583488681, 0.32327374178858564, 0.306248239032198, 0.28870775593822906, 0.2706035901243747, 0.2519245573356119, 0.23270091853464073, 0.21306617059823083, 0.19312833264862395, 0.17298554885342468, 0.15282587897997643, 0.13357396744783034, 0.11475220809761799, 0.0967764170115888, 0.0798837627411873, 0.06368182890146062, 0.04825472518482337, 0.033821421546766886, 0.020402054146358997, 0.007992110845712897, -0.003085626896971971, -0.01294756869670023, -0.021757113559673708, -0.029588336844804893, -0.03630811245364739, -0.041928077687964374, -0.04660722170607742, -0.050043765263799556, -0.052341710767044684, -0.05393820020994972, -0.054554050010755556, -0.054356624955804414, -0.05354177518709171, -0.05210856134921456, -0.0501894142732608, -0.04793964283512954, -0.0452947858826439, -0.04220496385793758, -0.038526507210072065, -0.0342468906238964, -0.02964195142897583, -0.024588990537300428, -0.018883844833688965, -0.01257004436249547, -0.0057693597105563195, 0.0014737262231044985, 0.009050545421818773, 0.016922728371224747, 0.025450389018614895, 0.03429265715052179, 0.0432646632968679, 0.05219948768940757, 0.06090981712322908, 0.06956692370322487, 0.07817591882341453, 0.08658394952911729, 0.09457668678396607, 0.10221631157762145, 0.10963732053933667, 0.11669663271067608, 0.12327137541870671, 0.12935435142941923, 0.13521586143831177, 0.1408634003559495, 0.14616513662452824, 0.15109319587628878, 0.15586393800051912, 0.1601385845162059, 0.16397773686982345, 0.16737806935719005, 0.17043384422656352, 0.1734569732982125, 0.1765804448408685, 0.1796165099336636, 0.18238234634504738, 0.18490756558399188, 0.1872565318884062, 0.18937108051936966, 0.19133783625928472, ...]
1imaginedleft[2.280677903655712, 2.3475025698271637, 2.4124539340559887, 2.4752579069506204, 2.5356171874428073, 2.5929844887801488, 2.6471593633733277, 2.6980732298394563, 2.7456718050647893, 2.789701353307685, 2.82927117828045, 2.8647145144197976, 2.8958637290128615, 2.9225256440389757, 2.9441516230156326, 2.9609766834209057, 2.9734503104404753, 2.9816728804766393, 2.9856202475437765, 2.984598839338905, 2.9791861523765317, 2.9698213010710934, 2.9568321289779873, 2.940350563420959, 2.9207318219774736, 2.898475346123234, 2.8738090698673306, 2.8470312995040485, 2.817497698881944, 2.7855350298827593, 2.7512045466083435, 2.7147182763334357, 2.6762906624864193, 2.6359346434623316, 2.5940511119616008, 2.5509302359233357, 2.5069360082757273, 2.4623505768433995, 2.4173319699668334, 2.371812617586056, 2.325817928271348, 2.2793750668111725, 2.2325678917119416, 2.185529902913488, 2.1383597237321226, 2.0911250939821544, 2.044047242126577, 1.9971492444107741, 1.950502288083761, 1.9042101685887505, 1.858623826487738, 1.814767573503732, 1.773084259911348, 1.7323507556299431, 1.69210882276, 1.6523745608252463, 1.613253665589914, 1.5749184992090017, 1.5376926280049643, 1.5017011621155605, 1.466826726467945, 1.4329445212834135, 1.4002146801675914, 1.3691513605969052, 1.3409328054310803, 1.3146275282276518, 1.2898626830705409, 1.2667066739648793, 1.2452045418971636, 1.225274216739464, 1.207049713492095, 1.1909612683802246, 1.1770198790447495, 1.1654751591628243, 1.1562733816584454, 1.1496061439272833, 1.1453549001014394, 1.1435862254462235, 1.1442812955093837, 1.1475731345337628, 1.1529990520503057, 1.1598972526602778, 1.168396089650116, 1.1789475148586808, 1.1911832022911075, 1.2048717811482705, 1.2195993655531072, 1.234748351020855, 1.2504668422385083, 1.2672737654157311, 1.2845976165545012, 1.3019300360379955, 1.31916684026064, 1.3363231136266296, 1.3535448063197866, 1.371172627101834, 1.3892882582981634, 1.407453593416377, 1.4255505932456536, 1.443533715361957, ...]
2realright[0.4362819475817656, 0.4329815079613951, 0.42880842243174033, 0.4237497980746563, 0.41771871671954053, 0.41060709709101356, 0.40271320613078965, 0.39415524459038753, 0.38505324495027365, 0.3755740234423554, 0.36578107908762475, 0.355718506101233, 0.3456752242288869, 0.33594541333728495, 0.3264133403042465, 0.31676702284187325, 0.307031116419177, 0.2972205927024106, 0.28733432116114965, 0.27767744116961585, 0.2676291442320687, 0.25712401243688376, 0.24636219285457675, 0.23554561694931067, 0.2246876820120223, 0.2137691897522047, 0.20280995099076876, 0.1918035187455492, 0.18078875474414072, 0.16992942217138016, 0.15945303260994834, 0.14940479561280628, 0.13996434701106175, 0.1308132644536445, 0.12208323990647074, 0.11428692287869294, 0.10755574806147927, 0.10122472328453873, 0.09551616090799757, 0.09064444724322757, 0.08634911541476255, 0.08234888255977488, 0.07858346506461979, 0.0752216417880836, 0.0724462647068582, 0.07053426656735208, 0.0694311515569805, 0.06896685616152591, 0.06906487881718393, 0.06976332982172201, 0.0709510659267777, 0.07245770141904989, 0.0742973364092249, 0.07647004541052292, 0.07908700346102465, 0.08234066227323097, 0.08646693795705822, 0.09130849815729036, 0.09657056659564237, 0.10251633123693298, 0.10923286035228617, 0.11621325544726792, 0.12335333684462826, 0.13047742325043996, 0.1376657003286813, 0.14493375429264876, 0.15203417887104714, 0.1588771430043749, 0.16547453785961577, 0.17186763075450087, 0.17854424629567098, 0.18602477121099514, 0.19406151559659432, 0.20214934989880096, 0.210126473907969, 0.21817091770892014, 0.2260862979481184, 0.23373084318301593, 0.24118840130232638, 0.24860096775764168, 0.2559026777420827, 0.26303474129175974, 0.26977687099910047, 0.27619999718922683, 0.2823946823391765, 0.28837234252740807, 0.2941378451550821, 0.2998084115611734, 0.30519157136146086, 0.31055712315198486, 0.31600357268003726, 0.3212904279581333, 0.32642650780696214, 0.3314672961138631, 0.33651023068550034, 0.3416800113190319, 0.34692362619471645, 0.35230495940968626, 0.35767211761724377, 0.3631306750421318, ...]
3imaginedright[2.021953986461209, 2.0528137608795087, 2.0837354099991314, 2.1145375421822927, 2.14499161760335, 2.1746261407077236, 2.203506550321793, 2.231529105231943, 2.2586013419553232, 2.2842049783262515, 2.3087237939118004, 2.3321945917469096, 2.354603876310383, 2.375601420437089, 2.395676484769433, 2.414848473219197, 2.433081813175416, 2.4501219997961594, 2.466400112114617, 2.481989167819789, 2.496929592286424, 2.511304652739238, 2.525448522840016, 2.539285033791817, 2.5526311521259903, 2.5650581823384155, 2.576503494316036, 2.5867893540928644, 2.5956547350709864, 2.6024962559652005, 2.607823282531131, 2.6116593248724116, 2.6138013066101466, 2.6139314055047596, 2.6127517634410196, 2.610289525666885, 2.606472235261997, 2.601297522413679, 2.5950370955507642, 2.5877106261653884, 2.579200509854518, 2.569188845987515, 2.557937442438466, 2.5454152682031643, 2.531464011933448, 2.5160239516442147, 2.499641979066864, 2.4823950752979798, 2.464119187704509, 2.444542037808115, 2.423929634460606, 2.4022981554834963, 2.3795572410136123, 2.3556620776222617, 2.3308748464950253, 2.305167113859855, 2.2783502188881943, 2.2502827980296067, 2.221251394784173, 2.1912994804862507, 2.1602677787778823, 2.128028199011525, 2.0948046156091746, 2.060620376216226, 2.0253590510415527, 1.9890181012267938, 1.9519965857573522, 1.914456692565356, 1.8764924372407639, 1.8384360067094685, 1.8007929457852614, 1.763956665846781, 1.7284262269993107, 1.6941402579508904, 1.6606641068248411, 1.62789228415717, 1.5957486489796504, 1.5641246701965563, 1.532937232254543, 1.5021514944273084, 1.4717488328589847, 1.4417356064808202, 1.412114164944951, 1.382883165321397, 1.3540687761885155, 1.3258451762730092, 1.299070181292265, 1.2741928578052184, 1.2500090709105545, 1.2258114202134585, 1.2015584930607406, 1.1772825060925207, 1.1529903087540732, 1.1286572431870647, 1.1043097357343097, 1.0799757543082589, 1.0556091048395406, 1.0311672144524073, 1.0066615766967872, 0.9820992868409587, ...]
walking_spatial_theta
description: Theta activity associated with walking route spatial coordinates
table\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
directiontheta
id
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behavior
description: Processed behavioral data
data_interfaces
hip_angular_velocity
time_series
hip_angular_velocity_turns
starting_time: 0.0
rate: 250.0
resolution: -1.0
comments: no comments
description: Mean angular velocity of hips aligned with all turns across participants
conversion: 1.0
offset: 0.0
unit: degrees/s
data
HDF5 dataset
Data typefloat64
Shape(1001, 1)
Array size7.82 KiB
Chunk shape(1001, 1)
Compressiongzip
Compression opts4
Compression ratio1.0459770114942528
starting_time_unit: seconds
hip_speed
time_series
hip_speed_turns
starting_time: 0.0
rate: 250.0
resolution: -1.0
comments: no comments
description: Mean speed of hips aligned with all turns across participants
conversion: 1.0
offset: 0.0
unit: m/s^2
data
HDF5 dataset
Data typefloat64
Shape(1001, 1)
Array size7.82 KiB
Chunk shape(1001, 1)
Compressiongzip
Compression opts4
Compression ratio1.0873048200950441
starting_time_unit: seconds
average_walks
description: Average spatial walk per subject and route
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subject_iddirectionx_coordinatesy_coordinates
id
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... and 6 more rows.

ecephys
description: Processed ephys data
data_interfaces
P4_theta_trials
starting_time: 0.0
rate: 250.0
resolution: -1.0
comments: no comments
description: Theta activity for all 35 individual trials for participant S4
conversion: 1.0
offset: 0.0
unit: Z
data
HDF5 dataset
Data typefloat64
Shape(7056, 35)
Array size1.88 MiB
Chunk shape(7056, 35)
Compressiongzip
Compression opts4
Compression ratio1.0430353443524425
starting_time_unit: seconds
avg_theta_turns
starting_time: -3.0
rate: 250.0
resolution: -1.0
comments: no comments
description: Average theta activity aligned with all turns across participants
conversion: 1.0
offset: 0.0
unit: Z
data
HDF5 dataset
Data typefloat64
Shape(1001, 1)
Array size7.82 KiB
Chunk shape(1001, 1)
Compressiongzip
Compression opts4
Compression ratio1.050780737436032
starting_time_unit: seconds
avg_theta_turns_sem
starting_time: -3.0
rate: 250.0
resolution: -1.0
comments: no comments
description: Average theta activity aligned with all turns across participants
conversion: 1.0
offset: 0.0
unit: Z
data
HDF5 dataset
Data typefloat64
Shape(1001, 1)
Array size7.82 KiB
Chunk shape(1001, 1)
Compressiongzip
Compression opts4
Compression ratio1.0616465597242477
starting_time_unit: seconds
processed_broadband_iEEG
starting_time: 0.0
rate: 250.0
resolution: -1.0
comments: no comments
description: Exemplary broadband iEEG from S4 during real-world navigation (z score)
conversion: 1.0
offset: 0.0
unit: volts
data
HDF5 dataset
Data typefloat64
Shape(1251, 4)
Array size39.09 KiB
Chunk shape(1251, 4)
Compressiongzip
Compression opts4
Compression ratio1.0408736349453978
starting_time_unit: seconds
electrodes
description: Electrodes for participant S4
table
description: metadata about extracellular electrodes
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locationgrouppaper_subject_idelectrode_numberchan_numberlabelgroup_name
id
0Left HP/HPiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS101S1_Chan1iEEG_group_S1
1Left HP/SubiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS112S1_Chan2iEEG_group_S1
2Right HP/HPiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS123S1_Chan3iEEG_group_S1
3Right HP/SubiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS134S1_Chan4iEEG_group_S1

... and 14 more rows.

processed_theta_iEEG
starting_time: 0.0
rate: 250.0
resolution: -1.0
comments: no comments
description: Exemplary theta (4-12 Hz) iEEG from S4 during real-world navigation (z score)
conversion: 1.0
offset: 0.0
unit: volts
data
HDF5 dataset
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starting_time_unit: seconds
electrodes
description: Electrodes for participant S4
table
description: metadata about extracellular electrodes
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locationgrouppaper_subject_idelectrode_numberchan_numberlabelgroup_name
id
0Left HP/HPiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS101S1_Chan1iEEG_group_S1
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2Right HP/HPiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS123S1_Chan3iEEG_group_S1
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... and 14 more rows.

time_freq_turns
starting_time: -3.0
rate: 250.0
resolution: -1.0
comments: no comments
description: Average time frequency aligned with all turns across participants
conversion: 1.0
offset: 0.0
unit: z
data
HDF5 dataset
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metric: power
bands
description: Table for describing the bands that DecompositionSeries was generated from.
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band_nameband_limitsband_mean
id
01.0 Hz[1.0, 1.0]1.000000
11.0717734625362931 Hz[1.0717734625362931, 1.0717734625362931]1.071773
21.148698354997035 Hz[1.148698354997035, 1.148698354997035]1.148698
31.2311444133449163 Hz[1.2311444133449163, 1.2311444133449163]1.231144

... and 61 more rows.

wavelet_power_left_walks
starting_time: 0.0
rate: 250.0
resolution: -1.0
comments: no comments
description: Wavelet power at specific frequencies for left walks, participant S4
conversion: 1.0
offset: 0.0
unit: uV^2
data
HDF5 dataset
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source_channels
description: Electrodes for participant S4
table
description: metadata about extracellular electrodes
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locationgrouppaper_subject_idelectrode_numberchan_numberlabelgroup_name
id
0Left HP/HPiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS101S1_Chan1iEEG_group_S1
1Left HP/SubiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS112S1_Chan2iEEG_group_S1
2Right HP/HPiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS123S1_Chan3iEEG_group_S1
3Right HP/SubiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS134S1_Chan4iEEG_group_S1

... and 14 more rows.

metric: power
bands
description: Table for describing the bands that DecompositionSeries was generated from.
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band_nameband_limitsband_mean
id
01.0 Hz[1.0, 1.0]1.000000
11.0717734625362931 Hz[1.0717734625362931, 1.0717734625362931]1.071773
21.148698354997035 Hz[1.148698354997035, 1.148698354997035]1.148698
31.2311444133449163 Hz[1.2311444133449163, 1.2311444133449163]1.231144

... and 61 more rows.

wavelet_power_right_walks
starting_time: 0.0
rate: 250.0
resolution: -1.0
comments: no comments
description: Wavelet power at specific frequencies for right walks, participant S4
conversion: 1.0
offset: 0.0
unit: uV^2
data
HDF5 dataset
Data typefloat64
Shape(6708, 1, 65)
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starting_time_unit: seconds
source_channels
description: Electrodes for participant S4
table
description: metadata about extracellular electrodes
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locationgrouppaper_subject_idelectrode_numberchan_numberlabelgroup_name
id
0Left HP/HPiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS101S1_Chan1iEEG_group_S1
1Left HP/SubiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS112S1_Chan2iEEG_group_S1
2Right HP/HPiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS123S1_Chan3iEEG_group_S1
3Right HP/SubiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS134S1_Chan4iEEG_group_S1

... and 14 more rows.

metric: power
bands
description: Table for describing the bands that DecompositionSeries was generated from.
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band_nameband_limitsband_mean
id
01.0 Hz[1.0, 1.0]1.000000
11.0717734625362931 Hz[1.0717734625362931, 1.0717734625362931]1.071773
21.148698354997035 Hz[1.148698354997035, 1.148698354997035]1.148698
31.2311444133449163 Hz[1.2311444133449163, 1.2311444133449163]1.231144

... and 61 more rows.

task
description: Task configuration and geometry
data_interfaces
instructed_routes
description: Instructed walking routes
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directionx_coordinatesy_coordinates
id
0left[-0.1, -0.1, -6.5, -6.5, -0.1, -0.1][1.25, 6.0, 6.0, -1.511, -3.253, -1.0]
1right[0.1, 0.1, 6.5, 6.5, 0.1, 0.1][1.25, 6.0, 2.247, -4.258, -6.0, -1.0]
electrodes
description: metadata about extracellular electrodes
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locationgrouppaper_subject_idelectrode_numberchan_numberlabelgroup_name
id
0Left HP/HPiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS101S1_Chan1iEEG_group_S1
1Left HP/SubiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS112S1_Chan2iEEG_group_S1
2Right HP/HPiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS123S1_Chan3iEEG_group_S1
3Right HP/SubiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS134S1_Chan4iEEG_group_S1

... and 14 more rows.

electrode_groups
iEEG_group_S1
description: Electrode group for S1. Medial temporal lobe iEEG contacts.
location: Medial temporal lobe
device
description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)
manufacturer: Neuropace
model_number: 320
model_name: RNS System
iEEG_group_S2
description: Electrode group for S2. Medial temporal lobe iEEG contacts.
location: Medial temporal lobe
device
description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)
manufacturer: Neuropace
model_number: 320
model_name: RNS System
iEEG_group_S3
description: Electrode group for S3. Medial temporal lobe iEEG contacts.
location: Medial temporal lobe
device
description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)
manufacturer: Neuropace
model_number: 320
model_name: RNS System
iEEG_group_S4
description: Electrode group for S4. Medial temporal lobe iEEG contacts.
location: Medial temporal lobe
device
description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)
manufacturer: Neuropace
model_number: 320
model_name: RNS System
iEEG_group_S5
description: Electrode group for S5. Medial temporal lobe iEEG contacts.
location: Medial temporal lobe
device
description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)
manufacturer: Neuropace
model_number: 320
model_name: RNS System
devices
iEEG_array
description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)
manufacturer: Neuropace
model_number: 320
model_name: RNS System
scratch
n_seg
description: number of segments
general__SubjectsTable
description: Subjects in this experiment
table\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
sexspeciessubject_idagesubject_descriptionindividual_subj_link
id
0MHomo sapiensS1P36YSubject S1relfilepath/sub-S1_ses-20220703T043729_behavior+ecephys.nwb
1MHomo sapiensS2P45YSubject S2relfilepath/sub-S2_ses-20230723T012252_behavior+ecephys.nwb
2FHomo sapiensS3P24YSubject S3relfilepath/sub-S3_ses-20230219T002943_behavior+ecephys.nwb
3MHomo sapiensS4P39YSubject S4relfilepath/sub-S4_ses-20230811T134728_behavior+ecephys.nwb

... and 1 more row.

" + ], + "text/plain": [ + "root abc.NdxMultiSubjectsNWBFile at 0x13563752000\n", + "Fields:\n", + " devices: {\n", + " iEEG_array \n", + " }\n", + " electrode_groups: {\n", + " iEEG_group_S1 ,\n", + " iEEG_group_S2 ,\n", + " iEEG_group_S3 ,\n", + " iEEG_group_S4 ,\n", + " iEEG_group_S5 \n", + " }\n", + " electrodes: electrodes \n", + " file_create_date: [datetime.datetime(2026, 4, 9, 14, 37, 54, 186783, tzinfo=tzoffset(None, -18000))]\n", + " general__SubjectsTable: SubjectsTable \n", + " identifier: 84464b58-b54f-4520-88b4-23bc0f9a3457\n", + " processing: {\n", + " analysis ,\n", + " behavior ,\n", + " ecephys ,\n", + " task \n", + " }\n", + " scratch: {\n", + " n_seg \n", + " }\n", + " session_description: test multi subjects\n", + " session_start_time: 2026-04-09 19:37:54.186512+00:00\n", + " timestamps_reference_time: 2026-04-09 19:37:54.186512+00:00" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "nwbfile" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "263744dd", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from scipy.signal import correlate, correlation_lags\n", + "\n", + "# cross correlation \n", + "baseline_right_sine_idx = np.where(\n", + " (condition == \"baseline_model\") &\n", + " (direction == \"right\") &\n", + " (model_type == \"-sine\")\n", + ")[0][0]\n", + "\n", + "baseline_left_sine_idx = np.where(\n", + " (condition == \"baseline_model\") &\n", + " (direction == \"left\") &\n", + " (model_type == \"-sine\")\n", + ")[0][0]\n", + "\n", + "\n", + "ctrl_right_sine_idx = np.where(\n", + " (condition == \"control\") &\n", + " (direction == \"right\") &\n", + " (model_type == \"-sine\")\n", + ")[0][0]\n", + "\n", + "ctrl_left_sine_idx = np.where(\n", + " (condition == \"control\") &\n", + " (direction == \"left\") &\n", + " (model_type == \"-sine\")\n", + ")[0][0]\n", + "\n", + "\n", + "baseline_right_sine = np.array(recon_route_rep[\"route_reconstruction\"][baseline_right_sine_idx])\n", + "baseline_left_sine = np.array(recon_route_rep[\"route_reconstruction\"][baseline_left_sine_idx])\n", + "real_right_sine = np.array(recon_route_rep[\"route_reconstruction\"][real_right_sine_idx])\n", + "real_left_sine = np.array(recon_route_rep[\"route_reconstruction\"][real_left_sine_idx])\n", + "imag_right_sine = np.array(recon_route_rep[\"route_reconstruction\"][imag_right_sine_idx])\n", + "imag_left_sine = np.array(recon_route_rep[\"route_reconstruction\"][imag_left_sine_idx])\n", + "ctrl_right_sine = np.array(recon_route_rep[\"route_reconstruction\"][ctrl_right_sine_idx])\n", + "ctrl_left_sine = np.array(recon_route_rep[\"route_reconstruction\"][ctrl_left_sine_idx])\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "def xcorr_coeff(x, y):\n", + " \"\"\"\n", + " MATLAB-like xcorr(x, y, 'coeff') for 1D arrays.\n", + " Returns:\n", + " corr : normalized cross-correlation\n", + " lags : lag indices\n", + " \"\"\"\n", + " x = np.asarray(x).squeeze()\n", + " y = np.asarray(y).squeeze()\n", + "\n", + " corr = correlate(x, y, mode=\"full\")\n", + " lags = correlation_lags(len(x), len(y), mode=\"full\")\n", + "\n", + " denom = np.sqrt(np.sum(x**2) * np.sum(y**2))\n", + " if denom != 0:\n", + " corr = corr / denom\n", + " else:\n", + " corr = np.zeros_like(corr, dtype=float)\n", + "\n", + " return corr, lags\n", + "\n", + "\n", + "# number of segments\n", + "print(type(nwbfile.scratch[\"n_seg\"].data))\n", + "N_seg = nwbfile.scratch[\"n_seg\"].data\n", + "\n", + "\n", + "# --- real-world ---\n", + "uL, vL = xcorr_coeff(real_left_sine, baseline_left_sine)\n", + "uR, _ = xcorr_coeff(real_right_sine, baseline_right_sine)\n", + "\n", + "plt.figure()\n", + "plt.gca().set_prop_cycle(color=clr)\n", + "plt.plot(vL / N_seg, np.mean(np.column_stack([uL, uR]), axis=1), linewidth=2)\n", + "\n", + "# --- imagined ---\n", + "uL, vL = xcorr_coeff(imag_left_sine, baseline_left_sine)\n", + "uR, _ = xcorr_coeff(imag_right_sine, baseline_right_sine)\n", + "\n", + "plt.plot(vL / N_seg, np.mean(np.column_stack([uL, uR]), axis=1), linewidth=2)\n", + "\n", + "# --- control ---\n", + "uL, vL = xcorr_coeff(ctrl_left_sine, baseline_left_sine)\n", + "uR, _ = xcorr_coeff(ctrl_right_sine, baseline_right_sine)\n", + "\n", + "plt.plot(vL / N_seg, np.mean(np.column_stack([uL, uR]), axis=1), linewidth=2)\n", + "\n", + "clr = np.array([(0,\t0.447000000000000,\t0.741000000000000),\n", + "(0.301000000000000,\t0.745000000000000,\t0.9330),\n", + "(0.466000000000000,\t0.674000000000000,\t0.188000000000000),\n", + "(0.494000000000000,\t0.184000000000000,\t0.556000000000000),\n", + "(0.850000000000000,\t0.325000000000000,\t0.0980000000000000),\n", + "(0.635000000000000,\t0.0780000000000000,\t0.184000000000000),\n", + "(0.929000000000000,\t0.694000000000000,\t0.125000000000000)])\n", + "# styling\n", + "\n", + "plt.xlim([-4, 4])\n", + "plt.ylim([-0.6, 0.6])\n", + "plt.xticks(np.arange(-4, 5, 1))\n", + "plt.yticks(np.arange(-0.6, 0.7, 0.2))\n", + "plt.xlabel(\"lag [segment]\")\n", + "plt.ylabel(\"corr\")\n", + "plt.gca().tick_params(labelsize=18)\n", + "plt.legend([\"real-world\", \"imagined\", \"control\"], loc=\"upper left\")\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "184d3021", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + "

root (NdxMultiSubjectsNWBFile)

session_description: test multi subjects
identifier: 84464b58-b54f-4520-88b4-23bc0f9a3457
session_start_time2026-04-09 19:37:54.186512+00:00
timestamps_reference_time2026-04-09 19:37:54.186512+00:00
file_create_date
02026-04-09 14:37:54.186783-05:00
processing
analysis
description: analysis derivatives
data_interfaces
circular_reconstruction_error
description: Complex-valued circular reconstruction error data with shared circular axis. first number is real part, second number is imaginary part. The ph_ax vector defines the circular histogram axis in radians.
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ph_axerr_walk_lefterr_walk_righterr_imag_lefterr_imag_righterr_ctrl_lefterr_ctrl_right
id
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corr_theta
description: Correlation between the mean theta signals from different halves of participants' trials fo control, imagined, and real walks
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conditioncorrelation
id
0control[-0.10773478498150453, -0.030392474470643104, 0.06313854122483073, -0.0750970562242744, -0.015288207031049167, -0.12524300490327062, 0.11348085806711211, -0.13854081940788324, -0.09427503861422713, -0.08326333413324088, 0.07099355720832687, -0.0384114520855726, 0.02268199832327072, -0.07071494454730338, -0.0878338155296906, 0.08607865186928303, 0.003616256237892519, -0.18718475659200334]
1imagined[0.24362764150927388, 0.29526451537126386, 0.21939318932554927, 0.11384203896350882, 0.17311055977667594, 0.06934739347517008, 0.15962412920720187, 0.18834216989949976, 0.03093388342051562, -0.03429820587623661, 0.08689402014721355, 0.010750875051895715, 0.06953788075821034, 0.07591257431337856, 0.04890962832607035, 0.14081297894413633, 0.0929008011727489, 0.03503077435517562]
2real[0.22933817597391992, 0.3200575068310145, 0.28371551597724803, 0.29498465425001874, 0.2553852774334037, 0.20328689189025423, 0.27874740068875065, 0.4361021381683012, 0.11661819638067207, 0.11578701925577299, 0.2715806579390451, 0.22088227312517833, 0.10263362589061135, 0.26091570799825803, 0.2454500640269419, 0.35694215319590555, 0.08297443183967165, -0.005339171061778932]
reconstructed_route_rep
description: Reconstructed route representations of real-world and imagined navigation. Each data point represents data averaged over 0.5-s time bins, derived from data pooled across all channels.
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conditionmodel_typedirectionroute_reconstruction
id
0real-sineleft[0.08828412142457316, 0.07988698067156957, 0.07184814622441316, 0.0638843746318927, 0.0559303326155301, 0.04782303481695732, 0.03945437740611965, 0.030715501002906348, 0.02150326599244501, 0.01179456559164152, 0.0016303541171986125, -0.008890021700523831, -0.019631374242136068, -0.030482941045415546, -0.041518700984971096, -0.05280942852716247, -0.06426398664893795, -0.0757130422388676, -0.08705551949815324, -0.09835050837610956, -0.10971970120202845, -0.12124576982064295, -0.13290033373697155, -0.14448872553881512, -0.15594551103686893, -0.1672813697040677, -0.1784623004171983, -0.18945511305914345, -0.2002050073423617, -0.21070128508126074, -0.22086673895050046, -0.23026148974827812, -0.23840095214626586, -0.2454809801060718, -0.2512781734873684, -0.25583164728966185, -0.25937337192119225, -0.2619797209750543, -0.263631684196462, -0.2643304495405945, -0.2641242098510298, -0.2630443455143828, -0.2611756496063088, -0.25861112624466676, -0.25531829325202066, -0.2512609259082975, -0.2464438934789324, -0.24074337549980612, -0.23399571161366572, -0.22613529406883087, -0.217314111415404, -0.20779131830181377, -0.19769645792725882, -0.1871187957051167, -0.17620380144336642, -0.1651206241108731, -0.15389325974529477, -0.14236734474336726, -0.13064421111698554, -0.11886523431359577, -0.10697678653835738, -0.09495744103848958, -0.08264908415035793, -0.06999231824354321, -0.057055771443843856, -0.043962198535577285, -0.030902348934177093, -0.01797063347725647, -0.005126018062065585, 0.007566648313491048, 0.019887662939915063, 0.03170570630445266, 0.042962241956599756, 0.05373584847586316, 0.06406546377285224, 0.07388902560612962, 0.08301595406063408, 0.09130764203809276, 0.09875655478340947, 0.10529756327548749, 0.11076353118789611, 0.11506164955290324, 0.11832330802668253, 0.12065579358453563, 0.1219434614199709, 0.12210580173378907, 0.12135279506490565, 0.1196385182347201, 0.11689440956630129, 0.11320326456228975, 0.10885802081283746, 0.10412710791670146, 0.09884513949502924, 0.09294715681927278, 0.08632301105925955, 0.07896725940243395, 0.07103326536787824, 0.06257323264089612, 0.05363000677758292, 0.04424809828109366, ...]
1real-sineright[-0.400413422844098, -0.3977260121682742, -0.39466835935909383, -0.39132449468531577, -0.38775384629985105, -0.3840671925558764, -0.38041173023969616, -0.3769515782461666, -0.3737236034033097, -0.3706258627924445, -0.3675103130910516, -0.3642892947509609, -0.3608314925991218, -0.3571003812847699, -0.3532507120680176, -0.34938193653009947, -0.3455262804902871, -0.3417679769058144, -0.33815469956048533, -0.33477870869204407, -0.33172214694861013, -0.3288919924890325, -0.32623556231038875, -0.323805415337951, -0.3215772793235859, -0.31938799381274274, -0.3172880741289301, -0.31533602886445883, -0.3134757092135694, -0.31161612343797446, -0.3096988927886031, -0.30769147877210923, -0.3056642336829063, -0.3035039556886938, -0.30106814317163666, -0.29845596369904753, -0.29552309737081345, -0.29187832584433043, -0.2877227712146765, -0.283467360200852, -0.27917394606162116, -0.27468995230441834, -0.2699073760519583, -0.26485152023918745, -0.2594371954017151, -0.253644075845077, -0.24744723576690375, -0.24078967626373707, -0.23374043785936652, -0.22638692408219405, -0.21876819916030563, -0.21086997645788066, -0.20258399437622387, -0.1937487561482345, -0.18428279818883309, -0.17427164298552067, -0.16381621262154494, -0.15288736547292056, -0.1414792026387205, -0.12963901277119025, -0.11738156297830547, -0.10468126316112424, -0.09153204407807634, -0.07806685477276001, -0.06433213654557193, -0.05028452939732589, -0.03588916977187975, -0.021035135660927448, -0.005626807755568605, 0.010194760410581302, 0.026230866678247887, 0.0424200250773621, 0.05872285486198359, 0.0751606946440298, 0.0915813620104026, 0.10792111466016106, 0.12423423508610949, 0.1405067107377027, 0.1565443657912429, 0.1720348172957979, 0.18689133592984475, 0.20120223121900857, 0.2150788773031249, 0.2286363884896595, 0.24177987836699075, 0.2543139013317426, 0.26617513752181676, 0.27744568391728275, 0.28806798535310485, 0.2980257380215964, 0.3074040352955308, 0.3164522042671839, 0.32499667185227055, 0.33294208700701367, 0.34025835359626566, 0.3467537794310527, 0.3524842859618441, 0.3576818274520388, 0.36226434222844783, 0.3661778711842272, ...]
2realcosineleft[0.06826108720026511, 0.07590078379077174, 0.0839563304316766, 0.09233965976791825, 0.10096723247424885, 0.10994885559967636, 0.11941323368195249, 0.1294920285662643, 0.14016407156314056, 0.15116701740014327, 0.1621559428464962, 0.17307506154598984, 0.1838624058334961, 0.1943579374556763, 0.2042894836413088, 0.2134531201601612, 0.22182109440194936, 0.22935075744789446, 0.23607048957621757, 0.2421229766116004, 0.247709723785905, 0.25287169726477743, 0.2575676948494928, 0.26162200785426504, 0.26489111999179493, 0.26721728086216734, 0.26850775207782507, 0.26875380651763997, 0.26796473597406556, 0.26615102721034667, 0.263361380247989, 0.25941866409785924, 0.25400657087198847, 0.247519891195367, 0.24028277851109964, 0.23249067538074022, 0.22414214580647063, 0.215297430975126, 0.20595300553959484, 0.1959465431789721, 0.1853877194694375, 0.1743765630413886, 0.16276692340959548, 0.1508188529157589, 0.13857533000302572, 0.1259468367186174, 0.11279074897960326, 0.09919042949910052, 0.08539975573271819, 0.07129620090290793, 0.05702995062201305, 0.04298136047711311, 0.029142183492600962, 0.015478231944390047, 0.0019757725075606747, -0.011403901276174189, -0.024679581540250087, -0.03793288666123289, -0.05087108870873297, -0.06324866966422388, -0.07524793102183219, -0.08691182395622486, -0.09831022489545062, -0.10944156384702322, -0.12015501179868524, -0.13029645464793055, -0.1397779919615183, -0.14861382681579133, -0.15661270617859524, -0.16402436350884958, -0.17101927531523536, -0.177576846399014, -0.18378648736384823, -0.18974899069683535, -0.19549450893291168, -0.201023808090262, -0.20627351656850906, -0.2111096098984201, -0.21542695382020205, -0.2193341615685661, -0.22293132837666274, -0.22616143395906108, -0.22896053905501731, -0.2314031292195561, -0.23371421104427856, -0.2358751928327753, -0.23784091464109647, -0.2397074793623098, -0.2414360385529316, -0.24306782680592087, -0.24472498561965167, -0.24632353998278284, -0.24755444877937346, -0.24836064051127957, -0.2488060557189579, -0.24895469630652362, -0.24894461963011189, -0.2488154718591834, -0.24851623258017042, -0.2480494553537798, ...]
3realcosineright[-0.3102828247910256, -0.30045466267248994, -0.29032202679476693, -0.2796961688147177, -0.26855466210585993, -0.25689418519797663, -0.24470811597499453, -0.23204298749596286, -0.21919865759608836, -0.20639375394755316, -0.19376987281688213, -0.18146064736163214, -0.16971751968423132, -0.15867568483433564, -0.1481946199271365, -0.13806482775022716, -0.12814653744839355, -0.11837243624266236, -0.1083743180446925, -0.09855336136661624, -0.08912063029135209, -0.08022172533175931, -0.07206657011938877, -0.06472465049588444, -0.057966502808832254, -0.05166253064984855, -0.045799890713136615, -0.04042486895644709, -0.035673825856673946, -0.0316143487795123, -0.028068772936166386, -0.024966055905766837, -0.022304868485915286, -0.019992854988037545, -0.017928430266052786, -0.01629470179771042, -0.015105747161422434, -0.014060850404044312, -0.013272148164293118, -0.01298160106182461, -0.013233825700780188, -0.013972931491191665, -0.015151981818672666, -0.016911760397249898, -0.019244891906470385, -0.022080261236518683, -0.025270998542999135, -0.028805453395443326, -0.03277288181409338, -0.03708500692585792, -0.04162146403860856, -0.04625850469075282, -0.050952693306896335, -0.05576646012839198, -0.06079822907417265, -0.06582296344754801, -0.07054943211712944, -0.07496349672160946, -0.078936284836775, -0.08231343090856458, -0.08508561012819754, -0.08723589573424217, -0.0887110004348633, -0.08939957494634382, -0.08934511542748186, -0.08858419075570201, -0.08719343172217675, -0.08516940719532723, -0.08228494209018078, -0.07876995732970299, -0.07458290018388175, -0.06966013949074407, -0.06405325223340286, -0.057671208323622714, -0.05071783639193139, -0.043453116650312096, -0.03594085167685024, -0.028207977108357762, -0.020295785312604675, -0.012209109701344145, -0.003985610558402353, 0.004250846326858737, 0.012377038609088786, 0.020313732015109942, 0.027984549518990987, 0.03526268873834654, 0.042106850199264634, 0.048621866502707944, 0.0547444686002605, 0.060393232144549, 0.06549071912003718, 0.07019661663462373, 0.07439331575684438, 0.0780280334981247, 0.081080824733203, 0.08347733487311959, 0.08505074742968982, 0.08590086812645592, 0.08641774344882372, 0.08662276042825989, ...]

... and 12 more rows.

rel_pos_theta
description: Theta activity for each segment of the route
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segment_positiontheta_S1_Chan1theta_S1_Chan2theta_S1_Chan3theta_S1_Chan4theta_S2_Chan1theta_S2_Chan2theta_S2_Chan3theta_S3_Chan1theta_S3_Chan3theta_S3_Chan4theta_S4_Chan1theta_S4_Chan2theta_S4_Chan3theta_S4_Chan4theta_S5_Chan1theta_S5_Chan2theta_S5_Chan3theta_S5_Chan4
id
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20.0698130.8856510.083024-0.054263-0.8217360.6068900.198100-0.2842340.744461-0.170375-0.658609-0.0428600.4988330.381633-0.055428-0.448287-0.252096-0.7052320.048972
30.1047200.8615110.127213-0.168473-0.8534340.4135680.229407-0.2208380.597856-0.021725-0.835037-0.0716730.4720920.471717-0.188904-0.508062-0.401960-0.7203460.064518

... and 177 more rows.

route_models
description: -sine and cosine route models for left and right walks for reconstructed real and imagined walks
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conditionmodel_typedirectiontheta_reconstruction
id
0baseline_model-sineleft[-1.484316732323131, -1.4843009331765937, -1.4842850709562152, -1.4842645343890082, -1.4842398320135266, -1.484214289967997, -1.484180613955384, -1.4841468162110065, -1.484107047657537, -1.4840641308418916, -1.4840187616470766, -1.4839666088921997, -1.4839142720754313, -1.4838538738176752, -1.4837921345795826, -1.4837255455244214, -1.4836542506807393, -1.4835811005055435, -1.4835000882088594, -1.4834185960717967, -1.4833274656195647, -1.4832295954114059, -1.4831180418551198, -1.4829996028538666, -1.4828696693178633, -1.4827309303982381, -1.482569224826911, -1.4823910717332285, -1.4821887076517657, -1.4819590951756483, -1.4817070187768033, -1.4814335570698043, -1.4811407143120223, -1.4808266482040615, -1.480493556069948, -1.4801408935164524, -1.4797699492130836, -1.479379284500888, -1.4789671998921505, -1.478532685767107, -1.4780768189844304, -1.4776023511266971, -1.4771090979833574, -1.4765968260022715, -1.4760655268690155, -1.475515043329674, -1.4749452746185543, -1.474356043566529, -1.4737473647222505, -1.4731192173407222, -1.4724715501088455, -1.4718034808079885, -1.4711151628987897, -1.4704073767872412, -1.4696800584437608, -1.4689330827214726, -1.4681663817187987, -1.4673800256129121, -1.4665740300519357, -1.4657483319052678, -1.464902901671147, -1.4640378520806203, -1.4631532735788588, -1.4622491665480541, -1.461325497702055, -1.4603823687752926, -1.4594198116528176, -1.4584378496131447, -1.4574355496418132, -1.4564139094998356, -1.4553731878247989, -1.4543135175213935, -1.453234894634434, -1.45213743788635, -1.451021307371831, -1.4498867105096116, -1.4487337416223982, -1.4475624828494742, -1.4463730084898079, -1.4451653005947769, -1.4439394554378995, -1.4426955235856416, -1.4414335959694198, -1.4401537541396423, -1.438856079194302, -1.4375406098089611, -1.4362074006322807, -1.4348557011985967, -1.4334861592344719, -1.4320991684660993, -1.4306947265932644, -1.4292728150018035, -1.427833395676023, -1.426376413181983, -1.4249019156318659, -1.4234099579498392, -1.421900580671127, -1.42037381507144, -1.4188297017457197, -1.4172682372753596, ...]
1baseline_modelcosineleft[-0.07714640952368203, -0.0792670168600227, -0.08139609015050096, -0.08353350323743272, -0.08567900766514368, -0.08783294704231585, -0.08999483299943849, -0.09216453372355113, -0.09434183105481843, -0.09652687201821329, -0.09871953098026215, -0.10091952909839046, -0.10312729163501913, -0.10534262787201765, -0.1075657722135044, -0.10979631916205886, -0.11203567151343297, -0.11428466028889091, -0.11654099886129446, -0.11881070185364688, -0.12112537546442953, -0.12357381859937001, -0.1261831962310137, -0.12887244303996334, -0.13163878267074874, -0.13452243246704587, -0.13765031240589362, -0.14099743424594746, -0.14459452334398762, -0.1484537717279422, -0.15250516072983777, -0.15669851440137728, -0.16097430312272734, -0.16530995531545478, -0.1697110490205146, -0.1741742520116374, -0.17867524734667786, -0.18322484907276596, -0.18783475952275552, -0.19250656248365322, -0.1972022505126293, -0.2019132368283039, -0.20663930808397038, -0.21138072483171141, -0.21613571675816623, -0.2209040183969817, -0.22568492772442844, -0.2304784333772682, -0.23528304239711167, -0.24009770076817638, -0.24492169395318003, -0.24975455157707577, -0.2545949818542624, -0.25944190436733694, -0.26429501558754015, -0.26915443284141705, -0.2740198946866244, -0.2788903134561821, -0.2837650295426382, -0.2886439010797835, -0.29352660244395296, -0.29841204147209405, -0.30329934094111044, -0.3081881751457379, -0.31307841678469867, -0.31796925751539507, -0.322860299830146, -0.32775121623514497, -0.33264158921508186, -0.33753051460523115, -0.342417341751513, -0.3473013765688012, -0.35218259089065035, -0.3570604122978059, -0.3619341272743802, -0.36680286879263535, -0.3716663017780724, -0.3765241616029353, -0.38137623053435876, -0.38622266914668085, -0.3910631781512976, -0.3958976507273725, -0.4007258316645103, -0.40554751427628777, -0.41036250395814017, -0.41517076849171247, -0.41997221847493765, -0.4247664087471926, -0.42955319853396334, -0.43433246357428645, -0.4391043380038602, -0.4438690003670666, -0.44862668053020316, -0.4533776495269882, -0.45812182963172265, -0.4628591237045202, -0.4675894825000512, -0.4723128856911619, -0.477029283691473, -0.4817387588991488, ...]
2baseline_model-sineright[-1.4604000627401252, -1.460385508347914, -1.4603708897292116, -1.4603521371412822, -1.4603293520397738, -1.4603061290828694, -1.4602750487048084, -1.4602438450405075, -1.460207599039674, -1.4601679414986837, -1.4601266181757948, -1.4600783832598154, -1.4600299562851347, -1.4599747703255663, -1.459917602496253, -1.4598567324886915, -1.4597907040359792, -1.4597239029900273, -1.4596487255896622, -1.459572018652851, -1.4594859462178196, -1.459394402143617, -1.4592928747934957, -1.4591831342187112, -1.459061596005591, -1.4589306310989032, -1.4587858963647293, -1.4586327130607613, -1.4584628653242024, -1.4582774149864435, -1.4580683487424075, -1.4578273169316658, -1.4575604856593531, -1.4572687545753078, -1.4569558413148265, -1.4566233415051237, -1.4562740243057002, -1.455907568958347, -1.4555219012868288, -1.4551189246136933, -1.4546984594936667, -1.4542603205739788, -1.453804281734219, -1.4533303080813396, -1.4528382657243701, -1.452327989168311, -1.4517992362815386, -1.4512519067729321, -1.4506858997834882, -1.4500997082955274, -1.4494946617882845, -1.4488707321991594, -1.4482278242991014, -1.4475657301302436, -1.4468844080226626, -1.4461839112966384, -1.445464165530476, -1.4447249711961292, -1.4439664550548696, -1.4431886383723422, -1.44239142748872, -1.441574739599723, -1.4407387731040782, -1.439883552022357, -1.4390090085975313, -1.438115111051378, -1.4372019712325452, -1.4362696541541977, -1.4353181728615878, -1.4343477539490395, -1.4333578526418598, -1.432349151085503, -1.4313216296908124, -1.4302755364209265, -1.4292110318732356, -1.4281281160070953, -1.4270268746321597, -1.4259075299821355, -1.424770238322553, -1.4236150895254864, -1.4224422376077495, -1.4212518099724474, -1.420043853587555, -1.4188184867492253, -1.4175758246473835, -1.4163159002583379, -1.415038835501973, -1.4137447932824032, -1.412433832069528, -1.4111060367154558, -1.4097615249348552, -1.4084003912893464, -1.4070227141055582, -1.4056286232411859, -1.4042183073047991, -1.4027917890276276, -1.401349112535424, -1.3998903167490808, -1.3984153917655786, -1.396923602372268, ...]
3baseline_modelcosineright[-0.042543652281508984, -0.04458554161024483, -0.04663644151017854, -0.048696181320923466, -0.050764668388838356, -0.052841920907505696, -0.054927419895714244, -0.05702119141290767, -0.059123434279435706, -0.061233861285111275, -0.06335247732148079, -0.06547924617560134, -0.06761448326182053, -0.06975792638150989, -0.07190958504642543, -0.07406918868992889, -0.07623695559308863, -0.07841252468862361, -0.08060109213653265, -0.08283418750984534, -0.08514024493352701, -0.08753406497085056, -0.09003103473863927, -0.09263555433220474, -0.09535604159239978, -0.09820133211872184, -0.10113791950720907, -0.10417549538851618, -0.10733131247240894, -0.11064892270784497, -0.11425253171760173, -0.11816422387362255, -0.12229096983111855, -0.12659885899367587, -0.13100813227406727, -0.13548261069821813, -0.1399786028606416, -0.14449470266204745, -0.14903106372230784, -0.15358672254565414, -0.15816101398558516, -0.16275343236656864, -0.1673639464731174, -0.17199069364463884, -0.176632983765904, -0.18129049574625652, -0.18596360194084607, -0.19065143974761284, -0.19535325256054908, -0.20006854843527494, -0.2047966662625222, -0.20953661536627144, -0.21428788905133334, -0.21905083532561015, -0.2238246028313912, -0.22860778278199623, -0.23339994716325765, -0.23820150727076217, -0.243010787227347, -0.247826911183661, -0.25264976493051206, -0.25747917596388525, -0.26231338302997603, -0.26715174524892277, -0.27199417138746446, -0.276840381427673, -0.2816893653613237, -0.28654043016243524, -0.2913931937778753, -0.29624625292851564, -0.3010989594331442, -0.3059509379791936, -0.31080215854539206, -0.3156513203811516, -0.3204976114381752, -0.32534099122446897, -0.3301810426114274, -0.3350167872022671, -0.33984758980985086, -0.34467313132659305, -0.3494928488405028, -0.3543063206956927, -0.3591134680332376, -0.36391393684484397, -0.36870740481767394, -0.3734938772422067, -0.3782730264979025, -0.38304439264184764, -0.3878079171429312, -0.39256344918028385, -0.39731072973320297, -0.4020495924664818, -0.4067799337133869, -0.41150148113981644, -0.41621378164573536, -0.4209169456194946, -0.4256110070518972, -0.43029601296575026, -0.43497201126686363, -0.4396388644383568, ...]

... and 8 more rows.

route_probability_maps
description: 2D route-position probability maps stored row-wise by condition
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lin_axH2D_imagH2D_ctrlH2D_walk
id
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walk_theta
description: Theta for real and imagined walks aligned to average spatial coordinates of left and right walks
table\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
walk_typedirectiontheta
id
0realleft[0.5535896570156469, 0.5485878510770743, 0.543181608808524, 0.537248519152101, 0.5308891655965402, 0.5239834915143428, 0.5165288803344026, 0.5085901656885656, 0.5001067299044311, 0.49100324659439976, 0.4812327435983454, 0.47087678037418246, 0.46008739596837905, 0.4489908884955332, 0.4374275560823117, 0.42524647401531457, 0.41241249116424633, 0.3990024089586465, 0.38511804818869894, 0.3706690191354654, 0.355533511657988, 0.3397177583488681, 0.32327374178858564, 0.306248239032198, 0.28870775593822906, 0.2706035901243747, 0.2519245573356119, 0.23270091853464073, 0.21306617059823083, 0.19312833264862395, 0.17298554885342468, 0.15282587897997643, 0.13357396744783034, 0.11475220809761799, 0.0967764170115888, 0.0798837627411873, 0.06368182890146062, 0.04825472518482337, 0.033821421546766886, 0.020402054146358997, 0.007992110845712897, -0.003085626896971971, -0.01294756869670023, -0.021757113559673708, -0.029588336844804893, -0.03630811245364739, -0.041928077687964374, -0.04660722170607742, -0.050043765263799556, -0.052341710767044684, -0.05393820020994972, -0.054554050010755556, -0.054356624955804414, -0.05354177518709171, -0.05210856134921456, -0.0501894142732608, -0.04793964283512954, -0.0452947858826439, -0.04220496385793758, -0.038526507210072065, -0.0342468906238964, -0.02964195142897583, -0.024588990537300428, -0.018883844833688965, -0.01257004436249547, -0.0057693597105563195, 0.0014737262231044985, 0.009050545421818773, 0.016922728371224747, 0.025450389018614895, 0.03429265715052179, 0.0432646632968679, 0.05219948768940757, 0.06090981712322908, 0.06956692370322487, 0.07817591882341453, 0.08658394952911729, 0.09457668678396607, 0.10221631157762145, 0.10963732053933667, 0.11669663271067608, 0.12327137541870671, 0.12935435142941923, 0.13521586143831177, 0.1408634003559495, 0.14616513662452824, 0.15109319587628878, 0.15586393800051912, 0.1601385845162059, 0.16397773686982345, 0.16737806935719005, 0.17043384422656352, 0.1734569732982125, 0.1765804448408685, 0.1796165099336636, 0.18238234634504738, 0.18490756558399188, 0.1872565318884062, 0.18937108051936966, 0.19133783625928472, ...]
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2realright[0.4362819475817656, 0.4329815079613951, 0.42880842243174033, 0.4237497980746563, 0.41771871671954053, 0.41060709709101356, 0.40271320613078965, 0.39415524459038753, 0.38505324495027365, 0.3755740234423554, 0.36578107908762475, 0.355718506101233, 0.3456752242288869, 0.33594541333728495, 0.3264133403042465, 0.31676702284187325, 0.307031116419177, 0.2972205927024106, 0.28733432116114965, 0.27767744116961585, 0.2676291442320687, 0.25712401243688376, 0.24636219285457675, 0.23554561694931067, 0.2246876820120223, 0.2137691897522047, 0.20280995099076876, 0.1918035187455492, 0.18078875474414072, 0.16992942217138016, 0.15945303260994834, 0.14940479561280628, 0.13996434701106175, 0.1308132644536445, 0.12208323990647074, 0.11428692287869294, 0.10755574806147927, 0.10122472328453873, 0.09551616090799757, 0.09064444724322757, 0.08634911541476255, 0.08234888255977488, 0.07858346506461979, 0.0752216417880836, 0.0724462647068582, 0.07053426656735208, 0.0694311515569805, 0.06896685616152591, 0.06906487881718393, 0.06976332982172201, 0.0709510659267777, 0.07245770141904989, 0.0742973364092249, 0.07647004541052292, 0.07908700346102465, 0.08234066227323097, 0.08646693795705822, 0.09130849815729036, 0.09657056659564237, 0.10251633123693298, 0.10923286035228617, 0.11621325544726792, 0.12335333684462826, 0.13047742325043996, 0.1376657003286813, 0.14493375429264876, 0.15203417887104714, 0.1588771430043749, 0.16547453785961577, 0.17186763075450087, 0.17854424629567098, 0.18602477121099514, 0.19406151559659432, 0.20214934989880096, 0.210126473907969, 0.21817091770892014, 0.2260862979481184, 0.23373084318301593, 0.24118840130232638, 0.24860096775764168, 0.2559026777420827, 0.26303474129175974, 0.26977687099910047, 0.27619999718922683, 0.2823946823391765, 0.28837234252740807, 0.2941378451550821, 0.2998084115611734, 0.30519157136146086, 0.31055712315198486, 0.31600357268003726, 0.3212904279581333, 0.32642650780696214, 0.3314672961138631, 0.33651023068550034, 0.3416800113190319, 0.34692362619471645, 0.35230495940968626, 0.35767211761724377, 0.3631306750421318, ...]
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walking_spatial_theta
description: Theta activity associated with walking route spatial coordinates
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directiontheta
id
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1right[[-0.5130257448210127], [-0.4999740622082426], [-0.48750514851938626], [-0.4755239869433519], [-0.46401338881011017], [-0.4532164071502342], [-0.44309485744523336], [-0.43357604149030976], [-0.424624281775498], [-0.41625485061333173], [-0.40854597435906836], [-0.401633532040614], [-0.39558788845871423], [-0.3904602142229372], [-0.38622638013982596], [-0.3829574942161623], [-0.3803420179116519], [-0.37828249337064496], [-0.3767007297622258], [-0.37473873096423854], [-0.3734660595441076], [-0.3729483705323553], [-0.372919033995478], [-0.3732865636798755], [-0.37423774091934786], [-0.375627337253102], [-0.37723940765936204], [-0.37907230841646306], [-0.3811053090141382], [-0.3832329116819159], [-0.3854109446599054], [-0.38760270821338577], [-0.3896385366974583], [-0.3915308844797256], [-0.3932736000636798], [-0.3946820182330784], [-0.3957267977583407], [-0.39659493506291715], [-0.3965579519760837], [-0.39503131940167346], [-0.39286060233743236], [-0.3907808913183095], [-0.38898410947455914], [-0.3873145286233569], [-0.38564364451615996], [-0.3840631233913105], [-0.3824947655384423], [-0.3809330973575136], [-0.3794700369736221], [-0.3781411538532568], [-0.3768781492057196], [-0.37564114604949167], [-0.3744306933820794], [-0.37322761844661667], [-0.37194335121924965], [-0.3703071877266628], [-0.3679709965345469], [-0.36498605913008353], [-0.36143444225127513], [-0.35741318055457877], [-0.35304427655541326], [-0.3484461488703996], [-0.3436531874580268], [-0.3386938353235261], [-0.33320106842595865], [-0.32693969127385125], [-0.31995129268064526], [-0.3124141421682262], [-0.3044952734092071], [-0.2964122196554515], [-0.2878848729802414], [-0.27851897004156917], [-0.26855981696429343], [-0.25822625251092357], [-0.2473959445989543], [-0.23587461185563052], [-0.22366478456008523], [-0.2112118845357961], [-0.19874883869845078], [-0.18615446989411244], [-0.17353164024537138], [-0.16094553875059867], [-0.14870474975899767], [-0.137003413837751], [-0.12593655068927773], [-0.11549756815628508], [-0.10574196677477739], [-0.09658033317932643], [-0.08813453971559883], [-0.08025949056286522], [-0.07296049273266605], [-0.06626442265915912], [-0.06023411342905785], [-0.054761675185757294], [-0.04986862704306111], [-0.045489494272894414], [-0.04155757595557017], [-0.037875336810699996], [-0.034357875852153746], [-0.031074631824749944], ...]
behavior
description: Processed behavioral data
data_interfaces
hip_angular_velocity
time_series
hip_angular_velocity_turns
starting_time: 0.0
rate: 250.0
resolution: -1.0
comments: no comments
description: Mean angular velocity of hips aligned with all turns across participants
conversion: 1.0
offset: 0.0
unit: degrees/s
data
HDF5 dataset
Data typefloat64
Shape(1001, 1)
Array size7.82 KiB
Chunk shape(1001, 1)
Compressiongzip
Compression opts4
Compression ratio1.0459770114942528
starting_time_unit: seconds
hip_speed
time_series
hip_speed_turns
starting_time: 0.0
rate: 250.0
resolution: -1.0
comments: no comments
description: Mean speed of hips aligned with all turns across participants
conversion: 1.0
offset: 0.0
unit: m/s^2
data
HDF5 dataset
Data typefloat64
Shape(1001, 1)
Array size7.82 KiB
Chunk shape(1001, 1)
Compressiongzip
Compression opts4
Compression ratio1.0873048200950441
starting_time_unit: seconds
average_walks
description: Average spatial walk per subject and route
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subject_iddirectionx_coordinatesy_coordinates
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... and 6 more rows.

ecephys
description: Processed ephys data
data_interfaces
P4_theta_trials
starting_time: 0.0
rate: 250.0
resolution: -1.0
comments: no comments
description: Theta activity for all 35 individual trials for participant S4
conversion: 1.0
offset: 0.0
unit: Z
data
HDF5 dataset
Data typefloat64
Shape(7056, 35)
Array size1.88 MiB
Chunk shape(7056, 35)
Compressiongzip
Compression opts4
Compression ratio1.0430353443524425
starting_time_unit: seconds
avg_theta_turns
starting_time: -3.0
rate: 250.0
resolution: -1.0
comments: no comments
description: Average theta activity aligned with all turns across participants
conversion: 1.0
offset: 0.0
unit: Z
data
HDF5 dataset
Data typefloat64
Shape(1001, 1)
Array size7.82 KiB
Chunk shape(1001, 1)
Compressiongzip
Compression opts4
Compression ratio1.050780737436032
starting_time_unit: seconds
avg_theta_turns_sem
starting_time: -3.0
rate: 250.0
resolution: -1.0
comments: no comments
description: Average theta activity aligned with all turns across participants
conversion: 1.0
offset: 0.0
unit: Z
data
HDF5 dataset
Data typefloat64
Shape(1001, 1)
Array size7.82 KiB
Chunk shape(1001, 1)
Compressiongzip
Compression opts4
Compression ratio1.0616465597242477
starting_time_unit: seconds
processed_broadband_iEEG
starting_time: 0.0
rate: 250.0
resolution: -1.0
comments: no comments
description: Exemplary broadband iEEG from S4 during real-world navigation (z score)
conversion: 1.0
offset: 0.0
unit: volts
data
HDF5 dataset
Data typefloat64
Shape(1251, 4)
Array size39.09 KiB
Chunk shape(1251, 4)
Compressiongzip
Compression opts4
Compression ratio1.0408736349453978
starting_time_unit: seconds
electrodes
description: Electrodes for participant S4
table
description: metadata about extracellular electrodes
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locationgrouppaper_subject_idelectrode_numberchan_numberlabelgroup_name
id
0Left HP/HPiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS101S1_Chan1iEEG_group_S1
1Left HP/SubiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS112S1_Chan2iEEG_group_S1
2Right HP/HPiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS123S1_Chan3iEEG_group_S1
3Right HP/SubiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS134S1_Chan4iEEG_group_S1

... and 14 more rows.

processed_theta_iEEG
starting_time: 0.0
rate: 250.0
resolution: -1.0
comments: no comments
description: Exemplary theta (4-12 Hz) iEEG from S4 during real-world navigation (z score)
conversion: 1.0
offset: 0.0
unit: volts
data
HDF5 dataset
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starting_time_unit: seconds
electrodes
description: Electrodes for participant S4
table
description: metadata about extracellular electrodes
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locationgrouppaper_subject_idelectrode_numberchan_numberlabelgroup_name
id
0Left HP/HPiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS101S1_Chan1iEEG_group_S1
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2Right HP/HPiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS123S1_Chan3iEEG_group_S1
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... and 14 more rows.

time_freq_turns
starting_time: -3.0
rate: 250.0
resolution: -1.0
comments: no comments
description: Average time frequency aligned with all turns across participants
conversion: 1.0
offset: 0.0
unit: z
data
HDF5 dataset
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metric: power
bands
description: Table for describing the bands that DecompositionSeries was generated from.
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band_nameband_limitsband_mean
id
01.0 Hz[1.0, 1.0]1.000000
11.0717734625362931 Hz[1.0717734625362931, 1.0717734625362931]1.071773
21.148698354997035 Hz[1.148698354997035, 1.148698354997035]1.148698
31.2311444133449163 Hz[1.2311444133449163, 1.2311444133449163]1.231144

... and 61 more rows.

wavelet_power_left_walks
starting_time: 0.0
rate: 250.0
resolution: -1.0
comments: no comments
description: Wavelet power at specific frequencies for left walks, participant S4
conversion: 1.0
offset: 0.0
unit: uV^2
data
HDF5 dataset
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source_channels
description: Electrodes for participant S4
table
description: metadata about extracellular electrodes
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locationgrouppaper_subject_idelectrode_numberchan_numberlabelgroup_name
id
0Left HP/HPiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS101S1_Chan1iEEG_group_S1
1Left HP/SubiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS112S1_Chan2iEEG_group_S1
2Right HP/HPiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS123S1_Chan3iEEG_group_S1
3Right HP/SubiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS134S1_Chan4iEEG_group_S1

... and 14 more rows.

metric: power
bands
description: Table for describing the bands that DecompositionSeries was generated from.
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band_nameband_limitsband_mean
id
01.0 Hz[1.0, 1.0]1.000000
11.0717734625362931 Hz[1.0717734625362931, 1.0717734625362931]1.071773
21.148698354997035 Hz[1.148698354997035, 1.148698354997035]1.148698
31.2311444133449163 Hz[1.2311444133449163, 1.2311444133449163]1.231144

... and 61 more rows.

wavelet_power_right_walks
starting_time: 0.0
rate: 250.0
resolution: -1.0
comments: no comments
description: Wavelet power at specific frequencies for right walks, participant S4
conversion: 1.0
offset: 0.0
unit: uV^2
data
HDF5 dataset
Data typefloat64
Shape(6708, 1, 65)
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starting_time_unit: seconds
source_channels
description: Electrodes for participant S4
table
description: metadata about extracellular electrodes
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locationgrouppaper_subject_idelectrode_numberchan_numberlabelgroup_name
id
0Left HP/HPiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS101S1_Chan1iEEG_group_S1
1Left HP/SubiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS112S1_Chan2iEEG_group_S1
2Right HP/HPiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS123S1_Chan3iEEG_group_S1
3Right HP/SubiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS134S1_Chan4iEEG_group_S1

... and 14 more rows.

metric: power
bands
description: Table for describing the bands that DecompositionSeries was generated from.
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band_nameband_limitsband_mean
id
01.0 Hz[1.0, 1.0]1.000000
11.0717734625362931 Hz[1.0717734625362931, 1.0717734625362931]1.071773
21.148698354997035 Hz[1.148698354997035, 1.148698354997035]1.148698
31.2311444133449163 Hz[1.2311444133449163, 1.2311444133449163]1.231144

... and 61 more rows.

task
description: Task configuration and geometry
data_interfaces
instructed_routes
description: Instructed walking routes
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directionx_coordinatesy_coordinates
id
0left[-0.1, -0.1, -6.5, -6.5, -0.1, -0.1][1.25, 6.0, 6.0, -1.511, -3.253, -1.0]
1right[0.1, 0.1, 6.5, 6.5, 0.1, 0.1][1.25, 6.0, 2.247, -4.258, -6.0, -1.0]
electrodes
description: metadata about extracellular electrodes
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locationgrouppaper_subject_idelectrode_numberchan_numberlabelgroup_name
id
0Left HP/HPiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS101S1_Chan1iEEG_group_S1
1Left HP/SubiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS112S1_Chan2iEEG_group_S1
2Right HP/HPiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS123S1_Chan3iEEG_group_S1
3Right HP/SubiEEG_group_S1 pynwb.ecephys.ElectrodeGroup at 0x13563746624\\nFields:\\n description: Electrode group for S1. Medial temporal lobe iEEG contacts.\\n device: iEEG_array pynwb.device.Device at 0x13563746288\\nFields:\\n description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)\\n manufacturer: Neuropace\\n model_name: RNS System\\n model_number: 320\\n\\n location: Medial temporal lobe\\nS134S1_Chan4iEEG_group_S1

... and 14 more rows.

electrode_groups
iEEG_group_S1
description: Electrode group for S1. Medial temporal lobe iEEG contacts.
location: Medial temporal lobe
device
description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)
manufacturer: Neuropace
model_number: 320
model_name: RNS System
iEEG_group_S2
description: Electrode group for S2. Medial temporal lobe iEEG contacts.
location: Medial temporal lobe
device
description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)
manufacturer: Neuropace
model_number: 320
model_name: RNS System
iEEG_group_S3
description: Electrode group for S3. Medial temporal lobe iEEG contacts.
location: Medial temporal lobe
device
description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)
manufacturer: Neuropace
model_number: 320
model_name: RNS System
iEEG_group_S4
description: Electrode group for S4. Medial temporal lobe iEEG contacts.
location: Medial temporal lobe
device
description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)
manufacturer: Neuropace
model_number: 320
model_name: RNS System
iEEG_group_S5
description: Electrode group for S5. Medial temporal lobe iEEG contacts.
location: Medial temporal lobe
device
description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)
manufacturer: Neuropace
model_number: 320
model_name: RNS System
devices
iEEG_array
description: every participant had two depth electrode leads, each comprising four electrode contacts spaced at intervals of 10 mm.We selected specific contacts in each individual on the basis of their location in the MTL to record from up to four bipolar channels in each participant. The localization of each of the two contacts forming a bipolar channel (chan 1 and 2) is specified for various MTL regions, including the hippocampus (HP), perirhinal cortex (PRC), parahippocampal cortex (PHC), subiculum (Sub), Fusiform gyrus (Fs), temporal pole (Tp) and amygdala (Amy)
manufacturer: Neuropace
model_number: 320
model_name: RNS System
scratch
n_seg
description: number of segments
general__SubjectsTable
description: Subjects in this experiment
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sexspeciessubject_idagesubject_descriptionindividual_subj_link
id
0MHomo sapiensS1P36YSubject S1relfilepath/sub-S1_ses-20220703T043729_behavior+ecephys.nwb
1MHomo sapiensS2P45YSubject S2relfilepath/sub-S2_ses-20230723T012252_behavior+ecephys.nwb
2FHomo sapiensS3P24YSubject S3relfilepath/sub-S3_ses-20230219T002943_behavior+ecephys.nwb
3MHomo sapiensS4P39YSubject S4relfilepath/sub-S4_ses-20230811T134728_behavior+ecephys.nwb

... and 1 more row.

" + ], + "text/plain": [ + "root abc.NdxMultiSubjectsNWBFile at 0x13563752000\n", + "Fields:\n", + " devices: {\n", + " iEEG_array \n", + " }\n", + " electrode_groups: {\n", + " iEEG_group_S1 ,\n", + " iEEG_group_S2 ,\n", + " iEEG_group_S3 ,\n", + " iEEG_group_S4 ,\n", + " iEEG_group_S5 \n", + " }\n", + " electrodes: electrodes \n", + " file_create_date: [datetime.datetime(2026, 4, 9, 14, 37, 54, 186783, tzinfo=tzoffset(None, -18000))]\n", + " general__SubjectsTable: SubjectsTable \n", + " identifier: 84464b58-b54f-4520-88b4-23bc0f9a3457\n", + " processing: {\n", + " analysis ,\n", + " behavior ,\n", + " ecephys ,\n", + " task \n", + " }\n", + " scratch: {\n", + " n_seg \n", + " }\n", + " session_description: test multi subjects\n", + " session_start_time: 2026-04-09 19:37:54.186512+00:00\n", + " timestamps_reference_time: 2026-04-09 19:37:54.186512+00:00" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "nwbfile" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "33c9a2c7", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# segment alignment\n", + "rel_pos = nwbfile.processing[\"analysis\"][\"rel_pos_theta\"]\n", + "\n", + "rel_pos_df = rel_pos.to_dataframe()\n", + "seg_ax = rel_pos_df.iloc[:,0]\n", + "\n", + "theta_seg = rel_pos_df.iloc[:,1:]\n", + "\n", + "\n", + "# MATLAB: pcolor(seg_ax/(2*pi)*100, 1:18, data4.Theta_seg.')\n", + "x = seg_ax / (2 * np.pi) * 100\n", + "y = np.arange(1, theta_seg.shape[1] + 1)\n", + "\n", + "X, Y = np.meshgrid(x, y)\n", + "\n", + "fig, ax = plt.subplots(figsize=(6.35, 4.5))\n", + "pcm = ax.pcolormesh(X, Y, theta_seg.T, shading=\"nearest\", vmin=-1.2, vmax=1.2)\n", + "\n", + "ax.set_xlabel(\"rel. pos [%]\")\n", + "ax.set_ylabel(\"# electrode\")\n", + "ax.tick_params(labelsize=18)\n", + "ax.set_ylim([1, 18])\n", + "ax.set_yticks(np.arange(2, 19, 4))\n", + "\n", + "# overlay white curves\n", + "ax.plot(x, np.cos(seg_ax) * 8.5 + 9.5, color=\"white\", linewidth=1.2)\n", + "ax.plot(x, -np.sin(seg_ax) * 8.5 + 9.5, color=\"white\", linewidth=1.2)\n", + "\n", + "cb = fig.colorbar(pcm, ax=ax)\n", + "cb.set_label(\"theta [z]\")\n", + "cb.set_ticks(np.arange(-1.2, 1.21, 0.4))\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "9408a022", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "route_prob_tbl = nwbfile.processing[\"analysis\"][\"route_probability_maps\"]\n", + "\n", + "lin_ax = np.array(route_prob_tbl[\"lin_ax\"][:]).squeeze()\n", + "H2D_walk = np.array(route_prob_tbl[\"H2D_walk\"][:]).squeeze()\n", + "H2D_ctrl = np.array(route_prob_tbl[\"H2D_ctrl\"][:]).squeeze()\n", + "H2D_imag = np.array(route_prob_tbl[\"H2D_imag\"][:]).squeeze()\n", + "\n", + "def plot_route_prob_map_pcolor(data, lin_ax, title_text, add_colorbar=False):\n", + " fig, ax = plt.subplots(figsize=(5.5, 4.5))\n", + "\n", + " X, Y = np.meshgrid(lin_ax, lin_ax)\n", + " pcm = ax.pcolormesh(X, Y, data.T, shading=\"gouraud\", cmap=\"jet\", vmin=0, vmax=4.5)\n", + "\n", + " ax.set_title(title_text)\n", + " ax.set_xlabel(\"Actual positions [%]\")\n", + " ax.set_ylabel(\"Estimated positions [%]\")\n", + " ax.tick_params(labelsize=18)\n", + "\n", + " if add_colorbar:\n", + " cb = fig.colorbar(pcm, ax=ax)\n", + " cb.set_label(\"recon. prob. [a.u.]\")\n", + " cb.set_ticks(np.arange(0, 5, 1))\n", + "\n", + " plt.tight_layout()\n", + " plt.show()\n", + "\n", + "plot_route_prob_map_pcolor(H2D_walk, lin_ax, \"real-world walks\", add_colorbar=True)\n", + "plot_route_prob_map_pcolor(H2D_imag, lin_ax, \"imagined walks\", add_colorbar=True)\n", + "plot_route_prob_map_pcolor(H2D_ctrl, lin_ax, \"control\", add_colorbar=True)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "id": "05268abe", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# error histograms\n", + "\n", + "circ_recon_err_tbl = nwbfile.processing[\"analysis\"][\"circular_reconstruction_error\"]\n", + "ph_ax = np.array(circ_recon_err_tbl[\"ph_ax\"][:]).squeeze()\n", + "err_walk_right = np.array(circ_recon_err_tbl[\"err_walk_right\"][:]).squeeze()\n", + "err_walk_left = np.array(circ_recon_err_tbl[\"err_walk_left\"][:]).squeeze()\n", + "err_imag_left = np.array(circ_recon_err_tbl[\"err_imag_left\"][:]).squeeze()\n", + "err_imag_right = np.array(circ_recon_err_tbl[\"err_imag_right\"][:]).squeeze()\n", + "err_ctrl_right = np.array(circ_recon_err_tbl[\"err_ctrl_right\"][:]).squeeze()\n", + "err_ctrl_left = np.array(circ_recon_err_tbl[\"err_ctrl_left\"][:]).squeeze()\n", + "\n", + "# concatenate left and right errors for walks, imagined, and control\n", + "err_walk = np.concatenate([err_walk_left, err_walk_right])\n", + "err_imag = np.concatenate([err_imag_left, err_imag_right])\n", + "err_ctrl = np.concatenate([err_ctrl_left, err_ctrl_right])\n", + "\n", + "# convert [real, imag] -> complex\n", + "err_walk_complex = err_walk[:, 0] + 1j * err_walk[:, 1]\n", + "err_imag_complex = err_imag[:, 0] + 1j * err_imag[:, 1]\n", + "err_ctrl_complex = err_ctrl[:, 0] + 1j * err_ctrl[:, 1]\n", + "\n", + "\n", + "def plot_polar_hist(err_complex, ph_ax, title_text, facecolor):\n", + " fig, ax = plt.subplots(subplot_kw={\"projection\": \"polar\"}, figsize=(5.5, 4.5))\n", + "\n", + " ax.hist(\n", + " np.angle(err_complex),\n", + " bins=ph_ax,\n", + " density=True,\n", + " color=facecolor,\n", + " edgecolor=\"black\",\n", + " linewidth=0.6\n", + " )\n", + "\n", + " ax.set_title(title_text)\n", + " ax.set_ylim(0, 0.6)\n", + " ax.set_yticks([0, 0.2, 0.4, 0.6])\n", + " ax.set_xticks(np.deg2rad(np.arange(0, 360, 30)))\n", + " ax.tick_params(labelsize=18)\n", + " ax.set_rlabel_position(80)\n", + "\n", + " \n", + "\n", + " plt.show()\n", + "\n", + "\n", + "# real-world\n", + "plot_polar_hist(\n", + " err_walk_complex,\n", + " ph_ax,\n", + " \"real-world\",\n", + " clr[0, :]\n", + ")\n", + "\n", + "# imagined\n", + "plot_polar_hist(\n", + " err_imag_complex,\n", + " ph_ax,\n", + " \"imagined\",\n", + " clr[1, :]\n", + ")\n", + "\n", + "# control\n", + "plot_polar_hist(\n", + " err_ctrl_complex,\n", + " ph_ax,\n", + " \"control\",\n", + " clr[2, :]\n", + ")\n", + "\n", + "\n", + "\n" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "nwb_neurconv_sleap", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.13.2" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/seeber-suthana-2024/dataset_description.json b/seeber-suthana-2024/dataset_description.json new file mode 100644 index 0000000..6b212da --- /dev/null +++ b/seeber-suthana-2024/dataset_description.json @@ -0,0 +1,26 @@ +{ + "Name": "Human neural dynamics of real-world and imagined navigation", + "Description": "Contains data and software for reproducing figures from the associated manuscript.", + "BIDSVersion": "1.10.1", + "DatasetType": "study", + "License": "CC-BY-4.0", + "ReferencesAndLinks": ["https://www.biorxiv.org/content/10.1101/2024.05.23.595237v1"], + "GeneratedBy": [ + { + "Name": "reproforce/seeber-suthana-2024", + "Description": "The primary code for reproducing the figures of the associated manuscript.", + "CodeURL": "https://github.com/brain-bbqs/reproforce/seeber-suthana-2024/code" + } + ], + "SourceDatasets": [ + { + "URL": "https://doi.org/10.5281/zenodo.13743052" + } + ], + "Funding": [ + "NIH U01NS117838", + "NIH K99NS126715", + "McKnight Foundation", + "Keck Junior Faculty Award" + ] +} \ No newline at end of file diff --git a/seeber-suthana-2024/derivatives/README.md b/seeber-suthana-2024/derivatives/README.md new file mode 100644 index 0000000..b787c7a --- /dev/null +++ b/seeber-suthana-2024/derivatives/README.md @@ -0,0 +1,10 @@ +# Seeber-Suthana-2024 (Derivatives) + +This directory contains all outputs from the `../code/generate-figures` scripts, which consists of the data and PNG files for each individual figure from the associated manuscript. + +The `figure-data/` subdirectory contains JSON files containing the exact data used in each figure rendering. + +The `figures/` subdirectory contains the PNG files. + +These files are not the true originals used in the manuscript; rather, they are approximate recreations using Python code reading from the NWB-standardized files. +- The original manuscript used MATLAB for both code and data. diff --git a/seeber-suthana-2024/derivatives/figure-data/fig1.json b/seeber-suthana-2024/derivatives/figure-data/fig1.json new file mode 100644 index 0000000..9e26dfe --- /dev/null +++ b/seeber-suthana-2024/derivatives/figure-data/fig1.json @@ -0,0 +1 @@ +{} \ No newline at end of file diff --git a/seeber-suthana-2024/derivatives/figures/fig1.png b/seeber-suthana-2024/derivatives/figures/fig1.png new file mode 100644 index 0000000..e69de29 diff --git a/seeber-suthana-2024/envs/Dockerfile b/seeber-suthana-2024/envs/Dockerfile new file mode 100644 index 0000000..16ade6f --- /dev/null +++ b/seeber-suthana-2024/envs/Dockerfile @@ -0,0 +1,5 @@ +FROM python:3.11-slim +LABEL org.opencontainers.image.source=https://github.com/brain-bbqs/reproforce +LABEL org.opencontainers.image.description="A Docker image of the code environment used by the figure generation of the Seeber-Suthana-2024 project." + +RUN pip install --no-cache-dir matplotlib pynwb