Search Results - RepositoryStats

109

403

bsd-3-clause

18

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

stft numba sleep deep-sleep eeg-signals eeg-analysis sleep-scoring sleep-staging peak-detection sleep-analysis sleep-spindles signal-processing spectral-analysis artefact-rejection sleep-stage-scoring

Created 2018-12-13

365 commits to master branch, last one 2 months ago

56

166

mit

1

[TNSRE 2021] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"

eeg pytorch attention sleep-staging self-attention eeg-classification sleep-stage-scoring sleep-stage-classification

Created 2020-10-21

47 commits to main branch, last one 9 months ago

22

85

bsd-3-clause

4

Sleep stage detection using ECG

ecg python heartrate sleep-staging peak-detection

Created 2021-07-20

203 commits to main branch, last one 8 days ago

3

35

unknown

2

[IEEE JBHI] "MultiChannelSleepNet: A Transformer-Based Model for Automatic Sleep Stage Classification With PSG"

eeg eog psg pytorch transformer multichannel sleep-staging sleep-stage-classification

Created 2022-11-17

11 commits to main branch, last one about a year ago

5

31

mit

2

[TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation

evaluation pretext-task deep-learning sleep-staging label-efficient contrastive-learning unsupervised-learning representation-learning self-supervised-learning sleep-stage-classification

Created 2022-10-08

20 commits to main branch, last one 9 months ago