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10 search results found

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

Attnsleep ⭐ 113

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

Sleepecg ⭐ 62

Sleep stage detection using ECG

A deep learning system for Non-contact Sleep Staging based on Breath Sounds

Eval_ssl_ssc ⭐ 19

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

Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"

Data and codes for ICLR 2023 paper - ManyDG

Iitnet Official ⭐ 7

This is an official implementation for "Intra- and inter-epoch temporal context network (IITNet) using sub-epoch features for automatic sleep scoring on raw single-channel EEG".

Yasa_classifier ⭐ 6

Notebooks for training the classifier of YASA sleep staging

Countingsheeppsg ⭐ 6

EEGLAB-compatible manual sleep stage scoring, signal processing and event marking of polysomnographic (PSG) data for MATLAB.

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Python Sleep Staging (8)

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Pytorch Sleep Staging (3)

1-10 of 10 search results

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