Consumer brain-computer interface for inner speech decoding. 8-channel EEG headband ($800) outperforms 128-channel clinical systems ($50K). EEGNet 35.5% accuracy (p=0.0006), cross-subject generalization (p=0.003). Real-time demo included.
machine-learning real-time deep-learning websocket signal-processing neuroscience pytorch eeg bci brain-computer-interface assistive-technology mne-python eegnet consumer-hardware fastapi inner-speech neurotechnology neural-decoding speech-decoding thought-to-text
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Updated
May 16, 2026 - Jupyter Notebook