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Wearable (BLE) Brain-Computer Interface, ADS1299 and STM32 with SDK for mobile application

Non-invasive decoding of typed sentences from MEG and EEG brain recordings using a convolutional encoder, transformer, and character-level language model.

raphaelvallat / yasa

YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.

mne-tools / mne-python

MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python

neuropsychology / NeuroKit

NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing

braindecode / braindecode

Deep learning software to decode EEG, ECG or MEG signals

fraunhoferportugal / tsfel

Time Series Feature Extraction Library (TSFEL): 60+ statistical, temporal, spectral and fractal features for time series classification, regression and signal processing in Python

NeuroTechX / moabb

Mother of All BCI Benchmarks

pyRiemann / pyRiemann

Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python

torcheeg / torcheeg

TorchEEG is a library built on PyTorch for EEG signal analysis.

NeuroTechX / EEG-ExPy

EEG Experiments in Python

kkontras / NeuroAtlas

◉ NeuroAtlas: an EEG foundation-model benchmark across sleep, brain-age, epilepsy and BCI (NeurIPS 2026)

kolascoco / eeg-tfr-volume

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