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

Deep learning software to decode EEG, ECG or MEG signals

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

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

3D Visualization of Brain MRI

Sleep Data Analysis with R

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…

EEG Alpha Band Power Topographies of Educated Subjects while Solving an IQ Test: A Case Study

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.

Tutorial covering group DCM analyses of fMRI and M/EEG

All-resolutions Inference for M/EEG in Python

For my MSc dissertation, and in my role as a research data analyst, I am undertaking an analysis of electroencephalography data to investigate whether detection of the P300 neural signal can be utilised within an EEG Brain-Computer Interface to discern information from the minds of individuals, without the need for explicit communication.

Some tools and tips for electroencephalography

Open-source Python package for measuring consciousness.

Electroencephelography Data taken from my Muse Headband

BESA MATLAB Scripts

This repository provides analysis code to visualize beta-activity of genuine and harmonic nature in a large open EEG dataset.

LIMO MEEG landing page and meta documents

Preprocessing the EEG data for the specific analysis of N400 ERP in the context of Picture-Word Semantic Integration.