MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
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Updated
May 21, 2024 - Python
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.
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
Low Cost Electroencephalogram Based Brain-Computer-Interface
Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"
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
3D Visualization of Brain MRI
Eye movement and blink-related EEG and MEG artifact correction algorithms
This repository provides analysis code to analyze longitudinal changes in aperiodic activity in infant EEG data.
Code and reuslts accompanying the NeurIPS 2022 paper with the title SPD domain-specific batch normalization to crack interpretable unsupervised domain adaptation in EEG
high-variance electrode artifact removal (HEAR) algorithm
🎧 Muse - The brain sensing headband plus attention level
Sleep Data Analysis with R
This repository provides analysis code to analyze intracranial electrophysiological data with data-driven spatial filters.
Using Deep Learning techniques to classify Motor Imagery Electroencephalography (EEG) signals
An implementation of Denoising Diffusion Probabilistic Models (DDPM) in PyTorch for EEG-based image reconstruction.
Developed an Electroencephalography(EEG) based Brain Computer Interface to play Pong with brain activity
GNU Octave/MATLAB code supplementing the journal article "Permutation Entropy: Too Complex a Measure for EEG Time Series?" (Entropy 2017, 19, 692)
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