This is the Army Research Laboratory (ARL) EEGModels Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal classification, using Keras and Tensorflow

CS198-96: Intro to Neurotechnology @ UC Berkeley

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.

Neuroimaging (EEG, fMRI, pupil ...) regression analysis in Julia

A matlab EEG toolbox to perform overlap correction and non-linear & linear regression.

Universal Joint Feature Extraction for P300 EEG Classification Using Multi-Task Autoencoder (IEEE Access)

Factorial Mass Univariate ERP Toolbox (FMUT)

EEG-pyline is a pipeline for EEG data pre-processing, analysis and visualisation created for neuroscience and mental health research.

Plotting and visualization tools for EEG data, with additional Unfold.jl regression ERP methods. Based on the visualization libraries Makie.jl and AlgebraOfGraphics.jl

MNE-preprocessing is a python repository to reduce artifacts based on basic and unanimous approaches step by step from electroencephalographic (EEG) raw data.

Essential Motor Cortex Signal Processing MATLAB Toolbox which implements various methods for three major aspects of investigating human motor cortex from Neuroscience view point: (1) ERP estimation and quantification, (2) Cortical Functional Connectivity analysis and (3) EMG quantification

Adaptive Common Spatio-Temporal Pattern (ACSTP) for Event-Related Potential (ERP) analysis.

Extract the independant sources with Composite Approximate Joint Diagonalization (CAJD) for linear/bilinear data models

Conduct research on the effect of different proportions of visual target and non-target stimulations on the brain, through data analysis on event related potential collected.

regression-based waveform estimation analysis of Delogu, Brouwer, and Crocker (2019, Brain and Cognition)

Materials for the course "A Hands-On Introduction to Event-Related Potentials" developed and taught by Mariella Paul

Data from 11 subjects that took part in a Human-Agent Collaboration experiment. The name of the paper is "Brain computer interface to distinguish between self and other related errors in human agent collaboration" published in Scientific Reports.

ERD maps low vs. high IQ.

Matlab user interface for the analysis of LFP and spike data from extracellular recordings supporting a variety of existing Python and Matlab tools.

No description provided.

Simulation studies of power and Type I error of mass univariate statistics for ERP data

regression-based ERP waveform estimation (development repository)

Materials and code for an EEG study on the influence of semantic information on visual perception

Scripts used for LME analyses of ERP difference waves from Heise, Mon, and Bowman (2025)

Console applications for calculating EEG parameters.

Brainstorm Custom Processes Repository for EEG Analysis

References for Console Applications.

Processing and analysis code for Bowen, H. J., Fields, E. C., & Kensinger, E. A. (2019). Prior emotional context modulates early event-related potentials to neutral retrieval cues. Journal of Cognitive Neuroscience, 31(11), 1755-1767. https://doi.org/10.1162/jocn_a_01451

Data and analysis scripts associated with the manuscript: Native word order processing is not uniform: An ERP-study of verb-second word order. This paper was accepted for publication in Frontiers in Psychology - Language Sciences on Feb 3, 2022; DOI: 10.3389/fpsyg.2022.668276

regression-based waveform estimation analysis of Delogu, Brouwer, and Crocker (2021, Brain Research)