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EEG

Electroencephalography (EEG) is a non-invasive method for recording electrical activity in the brain, first performed on humans by Hans Berger in 1924 (Berger, 1929).

Here are 25 public repositories matching this topic...

craddm / eegUtils

An R package for processing and plotting of electroencephalography (EEG) data

r eeg rstats eeg-signals eeg-data eeg-analysis eeg-signals-processing

Updated Jun 30, 2025
R

sidchop / brainconn

Brainconn - an R package for visualising brain connectivity data in 2D and interactive 3D

meg eeg mri connectivity neuroimaging networks connectomics connectivity-matrix

Updated Sep 18, 2025
R

bnicenboim / eeguana

A package for manipulating EEG data in R.

r dplyr tidyverse eeg eeg-signals eeg-data eeg-analysis

Updated May 7, 2025
R

yjunechoe / jlmerclusterperm

Fast cluster-based permutation test for densely-sampled, multi-level time series data (ex: eyetracking, EEG)

timeseries eeg eyetracking mixed-effects-models cluster-based-permutation-test

Updated Mar 10, 2025
R

mccarthy-m-g / mccarthy_EEGNetworkVariants_2024

Materials and source code for my MSc thesis: "Studying Network Variants With Electroencephalography"

python r research tidyverse neuroscience rmarkdown eeg rstats neuroimaging mne-python functional-connectivity msc-thesis reticulate targets individual-differences flextable glmmtmb emmeans officer

Updated Feb 16, 2024
R

stopcontrol / p300Net

A stateful Long Short-Term Memory (LSTM) Network for event-related P300 EEG potential classification.

r keras eeg lstm

Updated Jul 13, 2021
R

MRWilliamsGit / SchizophreniaEEG

Using Machine Learning to analyze EEG records for markers of schizophrenia

machine-learning eeg

Updated Apr 12, 2022
R

Yiming-S / DA4BCI

DA4BCI provides a suite of domain adaptation methods specifically designed for EEG-based brain-computer interface (BCI) applications.

machine-learning r eeg r-package brain-computer-interface domain-adaptation

Updated Oct 24, 2025
R

pablobernabeu / Modality-switch-effects-emerge-early-and-increase-throughout-conceptual-processing

This Github repo has the sole purpose of enabling Binder environments to run R code in RStudio (https://mybinder.org/v2/gh/pablobernabeu/Modality-switch-effects-emerge-early-and-increase-throughout-conceptual-processing/master?urlpath=rstudio) and Shiny (https://mybinder.org/v2/gh/pablobernabeu/Modality-switch-effects-emerge-early-and-increase-t…

language binder erp semantics linguistics eeg psychology mybinder cognitive shinyapps psycholinguistics modality-exclusivity-norms binderhub

Updated Nov 2, 2025
R

alexenge / eegSeminaR

A university seminar on analyzing EEG data in R

r reproducible-research eeg psychology eeg-signals teaching-materials eeg-analysis cognitive-neuroscience

Updated Jan 2, 2023
R

basclab / LME_MixedEffectsERPDifferenceWave

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

r matlab eeg hierarchical-data electroencephalography pediatric hierarchical-models event-related-potentials lme4 mixed-effects-models

Updated Nov 1, 2025
R

toniolio / DEMI

Analysis of neurophysiological data from motor imagery studies (my PhD dissertation).

eeg eeg-analysis motor-imagery motor-imagery-eeg

Updated Oct 25, 2025
R

andreasknoben / cognitive-workload

This repository contains the code for the research project "Cognitive Workload Associated with Different Conceptual Modelling Approaches".

eeg conceptual-models eeg-engagement-index cognitive-workload

Updated May 20, 2022
R

DJLin0219 / NonlinearTensorSDR

Structure-Preserving Nonlinear Sufficient Dimension Reduction

eeg dimensionality-reduction tensor rkhs nonparametric-statistics csiq

Updated Feb 17, 2025
R

slopezpereyra / EEG-toolkit

General EEG toolkit : Artifact detection and rejection, PS estimation, visualization and preprocessing

statistics neuroscience eeg anomaly-detection

Updated Sep 6, 2024
R

otoolej / preterm_twins_EEG

EEG concordance in preterm twins

r eeg quantitative twins neural concordance qeeg preterm-infants quantitative-eeg mixed-effects-models neonatal intra-class-correlations

Updated Feb 2, 2021
R

otoolej / postnatal_EEG_evolution

Evolution of quantitative EEG over the first few days of life for preterm (<32 weeks GA) infants

r paper eeg mixed-effects regression-models gradient-boosting qeeg preterm-infants quantitative-eeg postnatal-age brain-maturation

Updated Mar 11, 2019
R

samueltobler / brainwavesync

An R package to analyze large EEG data sets to find clusters of synchronized EEG channels among groups of participants

r eeg eth-zurich synchrony brainwave

Updated Aug 23, 2023
R

pablobernabeu / EEG-tools-and-tips

Some tools and tips for electroencephalography

erp eeg electroencephalography opensesame brainvision vmrk

Updated Jun 25, 2025
R

Neojaltare / Microstates-and-Hyperalgesia

Code for EEG microstate analysis related to central sensitization, using the Microstate EEGLAB Toolbox and additional custom scripts. Published in Pain (2025).

pain clustering eeg microstates hyperalgesia

Updated Apr 14, 2025
R

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Website: github.com/topics/eeg
Wikipedia: Wikipedia