raphaelvallat / yasa_classifier
Notebooks for training the classifier of YASA sleep staging
☆22Updated 3 years ago
Alternatives and similar repositories for yasa_classifier:
Users that are interested in yasa_classifier are comparing it to the libraries listed below
- TMS-EEG signal analyser (TESA) code repository☆19Updated 3 years ago
- CRNNeeg: A deep learning algorithm for sleep staging PSG and long-term scalp EEG☆18Updated 4 years ago
- Code to reproduce results from the paper "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆32Updated 3 years ago
- EEGLAB-compatible analysis software for manual / visual sleep stage scoring, signal processing and event marking of polysomnographic (PSG…☆12Updated this week
- A pipeline to automatically preprocess, analyze and visualize resting state EEG data.☆51Updated last month
- Automatic EEG IC classification plugin for EEGLAB☆57Updated last month
- Code for "Robust EEG processing with dynamic spatial filtering", Banville et al. 2021☆29Updated 2 years ago
- ☆39Updated this week
- Transfer learning for sleep stage detection☆30Updated 3 years ago
- A MATLAB application to automatize analysis of EEG data☆24Updated 5 years ago
- M/EEG brain age benchmark paper☆26Updated 2 years ago
- Compute and plot standard EEG electrode positions.☆67Updated 3 months ago
- EEGLAB plug-in to compute Phase-Amplitude Coupling using different methods☆38Updated 7 months ago
- Artifact Subspace Reconstruction for Python☆51Updated 9 months ago
- Example methods for estimation of phase of brain-rhythms for real-time use☆11Updated 3 months ago
- Automated sleep staging scoring and narcolepsy identification☆80Updated 8 months ago
- Implementation of DeepSleepNet for classifying EEG signals into one of six sleep stages based on Supratak et. al 2017☆11Updated 6 years ago
- The asympPDC Package is a MATLAB and Octave package for Partial Directed Coherence (PDC) and Directed Transfer Function (DTF) estimation …☆21Updated 2 years ago
- Benchmark code for the paper: "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆80Updated last year
- Here we are! The main idea is to who how we can build up a functional brain network from a EEG recording database, then visualize some ne…☆18Updated 5 years ago
- ☆22Updated 2 months ago
- ☆22Updated 2 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…☆85Updated last month
- Real-time EEG Source-Mapping Toolbox (REST): Online ICA and Source Localization☆83Updated 3 weeks ago
- A Matlab Toolbox for correcting EEG artifacts using Riemannian Artifact Subspace Reconstruction.☆30Updated 4 years ago
- A branch of FieldTrip with added functionality for sleep analyses☆21Updated 11 months ago
- ☆35Updated 6 months ago
- Sleep stage detection using ECG☆119Updated this week
- Neural networks for EEG-MEG decoding with MNE-python and Tensorflow.☆42Updated 8 months ago
- Meta-Learning for EEG, Sleep Staging, Transfer Learning, Pre-trained EEG, PSG datasets (IEEE Journal of Biomedical and Health Informatic…☆40Updated 4 years ago