MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python

Deep learning software to decode EEG, ECG or MEG signals

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 eno…

MNE-BIDS is a Python package that allows you to read and write BIDS-compatible datasets with the help of MNE-Python.

Low Cost Electroencephalogram Based Brain-Computer-Interface

Automated rejection and repair of bad trials/sensors in M/EEG

Code and reuslts accompanying the NeurIPS 2022 paper with the title SPD domain-specific batch normalization to crack interpretable unsupervised domain adaptation in EEG

A repo documenting EEG-Dash data and its usage

An implementation of Denoising Diffusion Probabilistic Models (DDPM) in PyTorch for EEG-based image reconstruction.

3D Visualization of Brain MRI

Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"

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

Eye movement and blink-related EEG and MEG artifact correction algorithms

All-resolutions Inference for M/EEG in Python

This repository provides analysis code to analyze intracranial electrophysiological data with data-driven spatial filters.

Brain Control Interface based smart wheelchair. Actions include start, turn left, right, stop with your brain and eye blinks

Assorted machine learning implementations for medical data.

🎧 Muse - The brain sensing headband plus attention level

Sleep Data Analysis with R

Developed an Electroencephalography(EEG) based Brain Computer Interface to play Pong with brain activity