comojin1994 / DFformer Star 18 Code Issues Pull requests Towards Domain Free Transformer for Generalized EEG Pre-training deep-learning pytorch eeg transformer eeg-signals transfer-learning motor-imagery-classification eeg-analysis sleep-eeg motor-imagery eeg-classification self-supervised-learning pre-trained-model sleep-stage-classification motor-imagery-eeg Updated Jan 14, 2024 Python
NirLab-TAU / sleepeegpy Star 15 Code Issues Pull requests visualization eeg preprocessing sleep mne-python eeg-analysis sleep-research sleep-eeg sleep-analysis yasa fooof Updated Sep 30, 2024 Jupyter Notebook
aparek / mcsleep Star 11 Code Issues Pull requests Multichannel Sleep Spindle Detector for sleep EEG signal-processing convex-optimization sparse-matrices singular-value-decomposition eeg-analysis sleep-spindles sleep-research sleep-eeg Updated May 24, 2020 MATLAB
nicolasigor / Sleep-EEG-Event-Detector Star 7 Code Issues Pull requests Sleep EEG Event Detector (SEED) model, a deep learning-based detector of sleep spindles and K-complexes deep-learning signal-processing eeg-signals sleep-spindles sleep-eeg k-complexes Updated Jun 24, 2024 Python
thucdx / TSleep Star 6 Code Issues Pull requests Automated Sleep Stage Scoring using Deep Learing deep-learning cnn healthcare rnn bi-lstm sleep-eeg sleep-stage-scoring sleep-stage-classification Updated May 8, 2021 Python