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sleep-eeg

Here are 6 public repositories matching this topic...

comojin1994 / DFformer

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

visualization eeg preprocessing sleep mne-python eeg-analysis sleep-research sleep-eeg sleep-analysis yasa fooof

Updated Oct 27, 2024
Jupyter Notebook

aparek / mcsleep

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

comojin1994 / proximity-to-boundary-score

A Novel Adversarial Approach for EEG Dataset Refinement: Enhancing Generalization through Proximity-to-Boundary Scoring

deep-learning pytorch eeg eeg-signals motor-imagery-classification eeg-analysis sleep-eeg motor-imagery eeg-classification adversarial-attacks dataset-cleaning sleep-stage-classification motor-imagery-eeg

Updated Dec 5, 2024
Python

nicolasigor / Sleep-EEG-Event-Detector

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

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

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