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…

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

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

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

3D Visualization of Brain MRI

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

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

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

All-resolutions Inference for M/EEG in Python

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.

In this project, we address the problem of eye-blink detection and analysis of left and right human eye blinks using EEG signals with help of Neurosky Mindwave Mobile. The purpose of this project is to monitor and understanding of eye blinks for proper communication with a person

🎧 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

Visualisation & processing of MEG data and networks on meshes. A bunch of functions, examples and a gui.