MariusKlug's repositories
zapline-plus
Improvements of the ZapLine function to remove line noise from EEG/MEG data. Adds automatic detection of the number of components to remove, and chunks the data into segments to account for nonstationarities.
data-science
Slides, code, assignments for my class "Data Science for Human Factors"
KeyFactorsForImprovingICAinEEG
Complete processing scripts for the paper "Identifying key factors for improving ICA-based decomposition of EEG data in mobile and stationary experiments" (Klug & Gramann, 2020).
bemobil-pipeline
The BeMoBIL Pipeline is a MATLAB toolbox for analysis and visualization of mobile brain/body imaging data. It includes both wrappers of EEGLAB and MOBILAB and additional functionalities.
RainCloudPlots
Code and tutorials to visualise your data that is both beautiful *and* statistically valid
BrainBeats
The BrainBeats toolbox, implemented as an EEGLAB plugin, allows joint processing and analysis of EEG and cardiovascular signals (ECG/PPG). It has 3 main modes: 1) Remove heart components from EEG signals using ICA and ICLabel; 2) Perform heartbeat-evoked potentials (HEP) analysis; Extract EEG and HRV features from continuous data.
mod-lists
Metadata for public modlists