AbhayKoushik / RealTimeSleepStagingLinks
This repository is dedicated to real-time automation of sleep staging
☆24Updated 5 years ago
Alternatives and similar repositories for RealTimeSleepStaging
Users that are interested in RealTimeSleepStaging are comparing it to the libraries listed below
Sorting:
- ☆38Updated 6 months ago
- Code to reproduce results from the paper "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆35Updated 4 years ago
- Notebooks for training the classifier of YASA sleep staging☆24Updated 4 years ago
- Benchmark code for the paper: "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆96Updated 5 months ago
- Automated sleep staging scoring and narcolepsy identification☆89Updated last year
- CRNNeeg: A deep learning algorithm for sleep staging PSG and long-term scalp EEG☆19Updated 5 years ago
- Greifswald Sleep Stage Classifier - a deep-learning based EEG sleep stage classifier☆14Updated 4 months ago
- Code for "Robust EEG processing with dynamic spatial filtering", Banville et al. 2021☆29Updated 3 years ago
- Transfer learning for sleep stage detection☆35Updated 4 years ago
- EEGLAB-compatible analysis software for manual / visual sleep stage scoring, signal processing and event marking of polysomnographic (PSG…☆19Updated last month
- Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification☆44Updated 2 years ago
- Sleep stage detection using ECG☆138Updated last week
- A branch of FieldTrip with added functionality for sleep analyses☆21Updated last year
- Meta-Learning for EEG, Sleep Staging, Transfer Learning, Pre-trained EEG, PSG datasets (IEEE Journal of Biomedical and Health Informatic…☆43Updated 4 years ago
- MNE-preprocessing is a python repository to reduce artifacts based on basic and unanimous approaches step by step from electroencephalogr…☆22Updated last year
- A python package for extracting EEG features. See article "Unsupervised EEG Artifact Detection and Correction" in Frontiers in Digital He…☆77Updated last month
- SSVEP experiment for the OpenBCI EEG device.☆29Updated 11 years ago
- Package to analyze EEG, ECoG and other electrophysiology formats. It allows for visualization of the results and for a GUI that can be us…☆94Updated 11 months ago
- Graph analysis of resting state eeg data using MNE and Networkx☆19Updated 7 years ago
- Deep learning-based prediction of sleep stages using wearable accelerometry and photoplethysmography☆41Updated last year
- Multichannel Sleep Spindle Detector for sleep EEG☆12Updated 5 years ago
- Systole: A python package for cardiac signal synchrony and analysis☆85Updated 8 months ago
- Implementation of DeepSleepNet for classifying EEG signals into one of six sleep stages based on Supratak et. al 2017☆12Updated 7 years ago
- Scripts in Matlab to run neurofeedback session☆46Updated 6 months ago
- Automatic EEG IC classification plugin for EEGLAB☆70Updated 2 months ago
- Detection of ECG events (R wave, T wave) for the preprocessing of the heartbeat evoked potential☆36Updated 2 years ago
- Automagic☆108Updated 6 months ago
- This repository contains a set of Matlab scripts to process EEG and EMG signals (feature extraction, spectral analysis, ...).☆27Updated 4 years ago
- Python implementation of FASTER method for EEG artifact rejection☆23Updated 10 years ago
- A pipeline to automatically preprocess, analyze and visualize resting state EEG data.☆64Updated 2 months ago