MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
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Updated
May 15, 2024 - Python
MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
Deep learning software to decode EEG, ECG or MEG signals
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.
Code and reuslts accompanying the NeurIPS 2022 paper with the title SPD domain-specific batch normalization to crack interpretable unsupervised domain adaptation in EEG
Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"
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.
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
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.
This repository provides analysis code to analyze longitudinal changes in aperiodic activity in infant EEG data.
This repository provides analysis code to analyze spatial mixing in electrophysiological data through lead field and spatial pattern coefficients.
Multi-Scored Sleep Databases: How to Exploit the Multiple-Labels in Automated Sleep Scoring
TRAP MUSIC algorithm for MEG/EEG multi-source localization
A Deep Learning Library for State-Based EEG Analysis
Graphical User Interface to be used along OpenBCI's GUI to collect and store data from the headset
This repository provides analysis code to visualize beta-activity of genuine and harmonic nature in a large open EEG dataset.
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