it-ruanjie's repositories
A-major-depressive-disorder-classifcation-framework-based-on-EEG-signals-using-statistical-spectral
This paper proposes a machine learning framework for MDD diagnosis, which uses different types of EEG-derived features. The features are extracted using statistical, spectral, wavelet, functional connectivity, and nonlinear analysis methods. The sequential backward feature selection (SBFS) algorithm is also employed to perform feature selection. Va
Automated-EEG-Sleep-Staging
A sample MATLAB codes for performing sleep staging
DeepSeparator
Deep learning model for EEG artifact removal
dyconnmap
A dynamic connectome mapping module in python.
eeg-preictal-identification-epilepsy
This repository contains code that yielded the results presented in a preprint entitled: "Unsupervised EEG Preictal Interval Identification in Patients with Drug-resistant Epilepsy". The code will be uploaded soon.
EEGdenoiseNet
EEGdenoiseNet, a benchmark dataset, that is suited for training and testing deep learning-based EEG denoising models, as well as for comparing the performance across different models.
eeglib
A library with tools for EEG analysis
eegtools-matlab-pipeline
Complete EEG analysis framework written in matlab, using EEGLAB and BRAINSTORM
fieldtrip
The MATLAB toolbox for MEG, EEG and iEEG analysis
gramm
Gramm is a complete data visualization toolbox for Matlab. It provides an easy to use and high-level interface to produce publication-quality plots of complex data with varied statistical visualizations. Gramm is inspired by R's ggplot2 library.
HAPPE
EEG Pre-Processing Pipeline
HarMNqEEG
HarMNqEEG: provid the MATLAB code for the evaluation of batch harmonized z-scores based on the multinational norms.
Hurst-Exponent-Matlab
Calculate hurst exponent using aggregated variance method （聚合方差法计算Hurst指数）
HurstExponent
MATLAB code to find Hurst Exponent
LeadField-Pipeline
Generate MEEG lead field pipeline
Microstate-EEGlab-toolbox
Microstate EEGlab toolbox
mne-python
MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
node2vec
Implementation of the node2vec algorithm.
PaLOS-index
a metric to detect removal of brain signals with artifact correction
pyeeg
Python + EEG/MEG = PyEEG
pyRiemann
Python package for covariance matrices manipulation and Biosignal classification with application in Brain Computer interface
qEEGkit
misc codes for qEEG
roiconnect
ROI connectivity analysis in EEG
SimMEEG
Software for simulating MEG and EEG event-related responses. functional connectivity, and phase-amplitude coupling
Unified-EEG-reference-rREST
Unified Bayesian Estimator of EEG Reference at Infinity: rREST (Regularized Reference Electrode Standardization Technique)