A list of open resources for learning and working with digital signal processing.
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Aug 19, 2022
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neural-signal-processing
Here are 13 public repositories matching this topic...
SynapDrive-AI is a simulation-first prototype for safe intent handling in BCI-inspired systems, combining context-aware routing, safety gating, replayable sessions, offline EEG-style analysis, and sequential task planning for controlled action execution.
signal-processing control-systems brain-computer-interface ai-safety task-planning human-in-the-loop neurotech autonomous-systems human-machine-interface intent-recognition neural-signal-processing real-time-ai neural-interface hyperloop-control cognitive-optimization safety-critical-ai episodic-memory-ai vision-grounded-ai ai-decision-routing embedded-ai-systems
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Apr 12, 2026 - Python
High-throughput, cycle-level neural signal analytics validated on clinical-scale iEEG data for cognitive biomarker discovery
eeg feature-extraction data-preprocessing feature-engineering clinical-research biomarker-discovery time-series-analysis phase-amplitude-coupling cross-frequency-coupling permutation-testing neural-signal-processing neural-oscillations
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Dec 14, 2025 - MATLAB
Classifies rock-paper-scissors hand gestures from optically pumped magnetometer (OPM) data recorded at the University of Nottingham.
machine-learning meg classification bci magnetoencephalography brain-computer-interface opm neural-data-analysis neural-signal-processing gesture-classification optically-pumped-magnetometer
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Feb 27, 2024 - Python
Neural Decoder Optimization: A Comparative Study of Modern Optimizers
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Dec 5, 2025 - Jupyter Notebook
Python code for the Neural Signal Processing and Analysis Course given by Mike X Cohen.
python education tutorial signal-processing neuroscience eeg electroencephalography neural-data-analysis neural-signal-processing
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Nov 28, 2024 - MATLAB
Neuro-inspired machine learning on intracortical recording. The aim is to build useful and compressed local field potential features from spike times as part of the 2023 OHBM hackathon.
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Oct 11, 2025 - Jupyter Notebook
Comparison of machine learning architectures for neural decoding of self-location | MSc dissertation project
python tensorflow filter keras position regression decoding cnn eeg rat behavioral-cloning cnn-bilstm neurology neural-signal-processing tetrode position-decoding
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Mar 30, 2023 - Jupyter Notebook
Implements EEG-based neurofeedback experiments with PsychoPy. Analyzes neural activity for performance changes.
experiment eeg electroencephalography neurofeedback psychopy neural-data-analysis neural-signal-processing
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Oct 20, 2025 - Python
Predicts people’s stress levels from their resting-state EEG recordings in the LEMON dataset.
machine-learning stress eeg electroencephalography affective-computing emotion-recognition neural-data-analysis eegnet neural-signal-processing lemon-dataset
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Nov 28, 2024 - Python
The project aims to use an interdisciplinary approach to test if neural processes in occulomotor and motor areas could be studies using mathematical models from neck and shoulder muscles during cognitive tasks
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Aug 28, 2023 - Jupyter Notebook
Neural Signal Analysis Toolbod
signal-processing network-science eeg dynamical-systems nonlinear-dynamics chaos-theory manifold-learning spectral-analysis persistent-homology topological-data-analysis eeg-analysis entropy-measures riemannian-geometry fractal-analysis time-frequency-analysis lyapunov-exponents neural-signal-processing quantum-inspired hermitian-geometry banach-geometry
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Mar 27, 2026 - Jupyter Notebook
brain computer interface notes
neuroscience bci brain brain-computer-interface bmi brain-machine-interface neural-decoding neural-signal-processing neuroprosthetics neural-interface neuroprosthesis
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Apr 18, 2026
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