There are 5 repositories under eeglab topic.
ERPLAB Toolbox is a free, open-source Matlab package for analyzing ERP data. It is tightly integrated with EEGLAB Toolbox, extending EEGLAB’s capabilities to provide robust, industrial-strength tools for ERP processing, visualization, and analysis. A graphical user interface makes it easy for beginners to learn, and Matlab scripting provides enormous power for intermediate and advanced users.
Contains tools for EEG standardized preprocessing
Microstate EEGlab toolbox
The decoding of continuous EEG rhythms during action observation (AO), motor imagery (MI), and motor execution (ME) for standing and sitting. (IEEE Sensors Journal)
SIFT is an EEGLAB-compatible toolbox for analysis and visualization of multivariate causality and information flow between sources of electrophysiological (EEG/ECoG/MEG) activity. It consists of a suite of command-line functions with an integrated Graphical User Interface for easy access to multiple features. There are currently six modules: data preprocessing, model fitting and connectivity estimation, statistical analysis, visualization, group analysis, and neuronal data simulation.
EEG Artifact Removal Using Deep Learning (source code, IEEE Journal of Biomedical and Health Informatics)
Complete EEG analysis framework written in matlab, using EEGLAB and BRAINSTORM
General pipeline used for analyzing EEG data where Raw EEG data gets transformed into ERPS and Stats are done in R (Mixed effects models)
Code used for research project. Our objective was to characterize brain responses to Binaural Beats (from brainstem responses to cortical connectivity patterns)
EEGLAB-compatible analysis software for manual / visual sleep stage scoring, signal processing and event marking of polysomnographic (PSG) data for MATLAB.
EEGLAB scripts for FFT analysis of multiple EEG datasets + data visualization.
Masters project. Our objective is to characterize a mapping of the neural substrates of social interaction using advanced signal processing and graph/information theory
Resting state pipeline from pre-processing raw data until doing a power/frequency analysis and a microstate analysis
EEG quality analysis pipeline
Method for detecting sleep spindles using EEGlab functions and datasets
A MATLAB code for fractal analysis of EEG signals
This is my pipeline for preprocessing and processing EEG data in MATLAB.
Neural entrainment from EEG data with MATLAB/EEGLAB. Moved to github.com/ryersonsmartlab.
A pipeline to clean and epoch EEG data
Cleans EEG data that is contaminated with gradient and ballistocardiogram (BCG) artifacts from the fMRI
The EEG_TF is a MATLAB toolbox designed to visualize time-frequency maps (spectrograms and scalograms) of the signals.
Using EEGLAB to process EEG signal from a subject in a resting-wakeful state with their eyes opened and closed.
This repository contains the .m files used for denoising and removing artifacts in sleep EEG data collected from the Dreem ambulatory device under very noisy conditions. This repository is available for people from Filbey's Lab in University of Texas at Dallas (UTD) https://labs.utdallas.edu/filbeylab/
Scripts for Hilbert transform analysis of multiple EEG datasets using EEGLAB & MATLAB.