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"

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

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

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