Search Results - RepositoryStats

115

432

bsd-3-clause

19

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

367 commits to master branch, last one 5 months ago

SleepEEGNet MousaviSajad

73

224

unknown

4

SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach

cnn eeg rnn biomedical biosignals tensorflow deep-learning sleep-stage-scoring sequence-to-sequence

Created 2019-02-24

46 commits to master branch, last one 3 years ago

AttnSleep emadeldeen24

63

203

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 about a year ago

tinysleepnet akaraspt

45

128

apache-2.0

7

TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG by Akara Supratak and Yike Guo from The Faculty of ICT, Mahidol University and Imperial College L...

cnn eeg rnn biosignals tensorflow deep-learning sleep-analysis neural-networks sleep-stage-scoring

Created 2020-11-05

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

NeuroNet dlcjfgmlnasa

4

40

apache-2.0

6

[Arxiv] NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG

eeg sleep-stage-scoring self-supervised-learning sleep-stage-classification

Created 2024-05-08

43 commits to main branch, last one 3 months ago