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

• UpdatedMar 15, 2025
• Python

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

• UpdatedSep 26, 2023
• Python

Sleep stage detection using ECG

• UpdatedMar 17, 2025
• Python

An open-source sleep stage classification Python package

• UpdatedMay 26, 2022
• Python

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

• UpdatedJun 19, 2023
• Python

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

• UpdatedSep 19, 2023
• Python

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

• UpdatedNov 1, 2022
• Python

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".

• UpdatedMar 24, 2022
• Python

Sleep staging from ECG, assisted with EEG

• UpdatedMay 26, 2022
• Python

ICLR 2023 paper - ManyDG - Dataset processing and mode codes

• UpdatedApr 14, 2024
• Python

Notebooks for training the classifier of YASA sleep staging

• UpdatedNov 20, 2021
• Jupyter Notebook

Perform AI-based sleep monitoring

• UpdatedOct 2, 2024
• Jupyter Notebook

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

• UpdatedMar 20, 2025
• MATLAB

Official implementation of "A Knowledge Distillation Framework for Enhancing Ear-EEG based Sleep Staging with Scalp-EEG Data"

• UpdatedNov 7, 2022
• Jupyter Notebook

Neural-networks based sleep staging in tensorflow, and evalutation with Fourier-transform based surrogates.

• UpdatedJun 18, 2018
• Python

Enhancing Sleep Stage Classification Performance Using Transformer-Based Approach with OOD Method Integration

• UpdatedAug 28, 2023
• MATLAB

A lightweight version of the Sleep module of the Visbrain package

• UpdatedOct 23, 2019
• Python

• UpdatedJan 1, 2023
• C++

Class wrapper of the yasa package to detect drowsiness/sleep phase using EEG data

• UpdatedApr 6, 2024
• Python

MATLAB codes for reproducing the paper "A New Post-Processing Method Using Latent Structure Influence Models for Channel Fusion in Automatic Sleep Staging"

• UpdatedJan 7, 2024
• MATLAB