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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

automagic

Automagic

automated-eeg-sleep-staging

A sample MATLAB codes for performing sleep staging

bc-v_group_stat

bids-lossless-eeg

The BIDS Lossless EEG Pipeline

brainnetsimulation

This is a framework for simulating dynamics of a network using ARMA model - can be used in corporation with mrC.Simulate to generate simulated EEG

ccm

Convergent Cross Mapping

covariancetoolbox

Covariance toolbox for matlab, including riemannian geometry

deepseparator

Deep learning model for EEG artifact removal

dev_burst_analysis

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.

eegapp

A MATLAB application to automatize analysis of EEG data

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

eegmicrostate_anesthesia

EEG microstate spectral analysis

eegqc

eegtools-matlab-pipeline

Complete EEG analysis framework written in matlab, using EEGLAB and BRAINSTORM

eegvis

A repository for tools that help plotting EEG data.

evaluate_inverse_methods

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

ieegatlas

kaggle-eeg

Seizure prediction from EEG data using machine learning. 3rd place solution for Kaggle/Uni Melbourne seizure prediction competition.

leadfield-pipeline

Generate MEEG lead field pipeline

matlab-networks-toolbox

A set of graph/networks analysis functions in Octave. This fork focuses on MATLAB compatibility.