#

sleep-stage-scoring

Here are 10 public repositories matching this topic...

raphaelvallat / yasa

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

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

Updated Jul 4, 2024
Python

nickmmark / brain-eeg-graph

Arduino EEG interface for lucid dreaming

arduino work-in-progress lucid-dreaming hardware-hacking electroencephalogram sleep-stage-scoring

Updated Feb 17, 2020
Processing

MousaviSajad / SleepEEGNet

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

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

Updated Aug 27, 2021
Python

emadeldeen24 / AttnSleep

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

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

Updated Sep 26, 2023
Python

akaraspt / tinysleepnet

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 London respectively

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

Updated Aug 23, 2023
Python

skjerns / AutoSleepScorer

An open-source sleep stage classification Python package

deep-learning tensorflow lstm sleep-scorer sleep-research sleep-analysis sleep-staging hypnogram sleep-stage-scoring sleep-stage-classification automated-eeg-sleep-staging

Updated May 26, 2022
Python

dlcjfgmlnasa / NeuroNet

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

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

Updated Sep 9, 2024
Python

stuartfogel / CountingSheepPSG

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

signal-processing eeg sleep event-detection psg eeglab sleep-research sleep-analysis eeg-signals-processing sleep-staging sleep-stage-scoring sleep-scoring polysomnography eeg-preprocessing

Updated Jun 7, 2024
MATLAB

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

dlcjfgmlnasa / SSC_Zoo

Collection of deep learning-based sleep stage classification models

eeg sleep biosignals sleep-stage-scoring sleep-stage-classification

Updated Aug 13, 2024

Improve this page

Add a description, image, and links to the sleep-stage-scoring topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the sleep-stage-scoring topic, visit your repo's landing page and select "manage topics."