sleep-analysis

There are 3 repositories under sleep-analysis topic.

raphaelvallat / yasa
YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.
sleep sleep-analysis sleep-spindles signal-processing eeg-analysis stft deep-sleep peak-detection numba spectral-analysis eeg-signals sleep-staging sleep-stage-scoring sleep-scoring artefact-rejection
Language:Python 413
akaraspt / deepsleepnet
DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG
scoring-sleep-stages deep-learning eeg neural-network lstm sleep sleep-analysis cnn biosignals
Language:Python 395
perslev / U-Time
U-Time: A Fully Convolutional Network for Time Series Segmentation
deep-learning fully-convolutional-networks sleep-analysis time-series-analysis segmentation
Language:Python 249
IATkachenko / HA-SleepAsAndroid
Sleep As Android integration for Home Assistant
homeassistant mqtt python sleep-analysis sleep-as-android sleep-tracker
Language:Python 159
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 neural-networks sleep-stage-scoring sleep-analysis cnn rnn tensorflow biosignals eeg
Language:Python 113
skjerns / AutoSleepScorer
An open-source sleep stage classification Python package
sleep-scorer deep-learning lstm tensorflow automated-eeg-sleep-staging hypnogram sleep-analysis sleep-research sleep-stage-classification sleep-stage-scoring sleep-staging
Language:Python 103
dreamento / dreamento
Dreamento (DReam ENgenieering TOolbox): a Python-based software for dream engineering while monitoring/analyzing real-time EEG data.
automatic-sleep-analysis dream eeg-analysis lucid-dreaming python real-time sleep sleep-analysis dream-engineering
Language:Python 74
ErikBjare / quantifiedme
Analyzing all my Quantified Self data
quantified-self analytics fitness-tracker heart-rate lifedata lifelogging sleep-analysis time-tracking fitbit google-location-history oura whoop activitywatch
Language:Python 50
carlosfg97 / AutomaticSleepStageClassifier
Sleep stage automatic classifier using CNNs and LSTMs to process frequency signals of brain activity recorded via ElectroEncephaloGram EEG. Undergraduate thesis
python mne eeg sleep-analysis cnn lstm keras
Language:Jupyter Notebook 18
remnrem / luna-base
Luna software for sleep EEG analysis (base)
sleep eeg eeg-analysis sleep-research sleep-analysis
Language:C 17
cliffordlab / CPDToolbox
changepoint heart-rate sleep-analysis time-series
Language:MATLAB 16
NirLab-TAU / sleepeegpy
eeg eeg-analysis fooof mne-python sleep sleep-analysis sleep-research yasa preprocessing visualization sleep-eeg
Language:Jupyter Notebook 15
rfonod / deepsleep2
A compact convolutional deep neural network with an encoder/decoder structure to detect at a 5-millisecond resolution level non-apnea sleep arousals from multi-channel polysomnographic recordings.
cnn convolutional-neural-networks deep-learning encoder-decoder multichannel physionet pytorch segmentation sleep-analysis time-series u-net
Language:Jupyter Notebook 12
stuartfogel / CountingSheepPSG
EEGLAB-compatible analysis software for manual / visual sleep stage scoring, signal processing and event marking of polysomnographic (PSG) data for MATLAB.
eeg eeg-preprocessing eeg-signals-processing eeglab event-detection polysomnography psg signal-processing sleep sleep-analysis sleep-research sleep-scoring sleep-stage-scoring sleep-staging
Language:MATLAB 11
nengwp / CCRRSleepNet
CCRRSleepNet: A Hybrid Relational Inductive Biases Network for Automatic Sleep Stage Classification on Raw Single-Channel EEG
cnn eeg relational-inductive-biases sleep sleep-analysis automatic-sleep-stage-classification sleep-edf
Language:Python 10
shashankpr / sleep-classification
Sleep stage classification using LSTM networks
keras keras-tensorflow lstm-networks sleep-analysis sleep-research machine-learning unsupervised-learning deeplearning
Language:Python 9
Dreem-Organization / swift-hypnogram
How to make a hypnogram in swift
swift hypnogram sleep-analysis
Language:Swift 8
sleepdiary / dashboard
View your sleep diary
sleep sleep-analysis sleep-diary sleep-format circadian circadian-rhythm circadian-rhythm-disorder sleep-disorders sleep-tools dashboard
Language:Vue 8
baroquerock / sleep-stages-scoring
cnn lstm keras pytorch eeg-signals sleep-analysis
Language:Jupyter Notebook 7
lucidcode / Halovision-INSPEC
A night-vision smart camera that detects eye movements during REM sleep and triggers audio and visual alerts to promote lucidity.
lucid-dreaming sleep-analysis sleep-research sleep-tracker
Language:C 7
rsomervail / dusk2dawn
A plug-in for the EEG lab toolbox to implement Artifact Subspace Reconstruction cleaning with whole-night sleep EEG
eeg eeg-data eeg-signals-processing sleep-analysis artifact-subspace-reconstruction
Language:MATLAB 7
stuartfogel / detect_spindles
Method for detecting sleep spindles using EEGlab functions and datasets
eeglab event-detection polysomnography psg sleep sleep-analysis sleep-spindles eeg eeg-signals-processing sleep-research
Language:MATLAB 7
bnelair / best-toolbox
A Python package for behavioral state analysis using EEG. BEST includes tools automated sleep classification of long-term iEEG data recorded using implantable neural stimulation and recording devices, removal of DBS artifacts and feature extraction.
epilepsy machine-learning processing seizure-detection signal sleep-analysis
Language:Python 6
DigitalBiomarkerDiscoveryPipeline / Sleep
sleep sleep-analysis sleep-detection garmin 0-feature-generation
Language:Jupyter Notebook 6
VANESSA-DAM
orijitghosh / VANESSA-DAM
Visualization and ANalysis of timE SerieS dAta - Drosophila Activity Monitors
timeseries-analysis drosophila-sleep drosophila-circadian-rhythm sleep-analysis circadian-rhythm
Language:R 6
biomedical-signal-processing / deepsleepnet-lite
DeepSleepNet-Lite: A Simplified Automatic Sleep Stage Scoring Model With Uncertainty Estimates
deep-learning electroenc model-uncertainty sleep-analysis sleep-scoring
Language:Python 5
biomedical-signal-processing / multi-scored-sleep
Multi-Scored Sleep Databases: How to Exploit the Multiple-Labels in Automated Sleep Scoring
sleep-scoring multi-scored-datasets time-series-analysis deep-learning sleep-analysis electroencephalography
Language:Python 5
c0rychu / apple-sleep
Making sleep schedule plot from the XML file exported from Apple Health app
apple-health apple-health-analytics apple-health-xml python sleep sleep-analysis
Language:Jupyter Notebook 5
Revku / sleep.revku.dev
🌜 Sleep Calculator made in React.js
sleep sleep-calculator sleep-analysis react
Language:JavaScript 5
stephaneseng / mi-band-sleep-data-plotter
Plot the sleep data exported by the Mi Fit application
python3 matplotlib pandas mi-band sleep-analysis
Language:Python 5
AlexDaniel / orgsleep
Use Emacs Org-mode to graph your sleep pattern.
org-mode sleep sleep-analysis sleep-tracker sleep-research emacs dspd non-24 sleep-disorders raku
Language:Perl 6 4
AmbrSb / SleepTracker
ESP8266, Arduino, and Raspberry Pi-based realtime motion tracking for collection of body movements during sleep.
sensors arduino raspberry-pi wireless wearable health dataset sleep-tracker sleep-analysis accelerometer heart-rate-sensor esp8266 esp8266-arduino microcontrollers multiprocessing wifi radio nrf24l01 adxl345
Language:C++ 4
Circadiaware / crd-projects
An overview of CRD-related projects that are currently being worked on
non-24 circadian-rhythm circadian-rhythm-disorder sleep sleep-analysis sleep-tracking sleep-disorders sleep-research
4
sleepOscillations_IEEG
mgevasagiv / sleepOscillations_IEEG
This toolbox was designed for detecting spindles and slow waves in iEEG data recorded from epileptic patients.
ieeg matlab sleep-analysis
Language:MATLAB 4
Physics-Comp / Health_Tracker
A concierge health application tracking several bio-markers to determine fitness and overall health
bio-hacking bioinformatics exercise fitness food health healthcare mental-health personal-health-record sleep-analysis wellness
Language:Python 4
rodrigocabrito / DailySync
Android app to promote a better and healthier lifestyle
book-tracker fitness-tracker sleep-analysis sleep-tracker fitness-analysis read-analysis
Language:Kotlin 3

sleep-analysis

raphaelvallat / yasa

akaraspt / deepsleepnet

perslev / U-Time

IATkachenko / HA-SleepAsAndroid

akaraspt / tinysleepnet

skjerns / AutoSleepScorer

dreamento / dreamento

ErikBjare / quantifiedme

carlosfg97 / AutomaticSleepStageClassifier

remnrem / luna-base

cliffordlab / CPDToolbox

NirLab-TAU / sleepeegpy

rfonod / deepsleep2

stuartfogel / CountingSheepPSG

nengwp / CCRRSleepNet

shashankpr / sleep-classification

Dreem-Organization / swift-hypnogram

sleepdiary / dashboard

baroquerock / sleep-stages-scoring

lucidcode / Halovision-INSPEC

rsomervail / dusk2dawn

stuartfogel / detect_spindles

bnelair / best-toolbox

DigitalBiomarkerDiscoveryPipeline / Sleep

orijitghosh / VANESSA-DAM

biomedical-signal-processing / deepsleepnet-lite

biomedical-signal-processing / multi-scored-sleep

c0rychu / apple-sleep

Revku / sleep.revku.dev

stephaneseng / mi-band-sleep-data-plotter

AlexDaniel / orgsleep

AmbrSb / SleepTracker

Circadiaware / crd-projects

mgevasagiv / sleepOscillations_IEEG

Physics-Comp / Health_Tracker

rodrigocabrito / DailySync