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electroencephalography

Electroencephalography (EEG) is a non-invasive method for recording electrical activity in the brain, first performed on humans by Hans Berger in 1924 (Berger, 1929).

Here are 75 public repositories matching this topic...

mne-python

mne-tools / mne-python

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

visualization python machine-learning statistics neuroscience meg eeg neuroimaging electroencephalography magnetoencephalography electrocorticography ecog

Updated Nov 26, 2024
Python

braindecode / braindecode

Deep learning software to decode EEG, ECG or MEG signals

python deep-learning neuroscience pytorch meg eeg neuroimaging electroencephalography magnetoencephalography electrocorticography ecog electroencephalogram

Updated Nov 5, 2024
Python

ucdavis / erplab

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…

erp matlab neuroscience csd cognitive-science electroencephalography eeg-data eeglab erp-data eeglab-toolbox erplab event-related-potentials

Updated Oct 15, 2024
MATLAB

autoreject / autoreject

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

cross-validation meg electroencephalography preprocessing magnetoencephalography mne-python

Updated Nov 19, 2024
Python

mne-bids

mne-tools / mne-bids

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

neuroscience meg eeg mne neuroimaging electroencephalography bids magnetoencephalography ieeg

Updated Nov 28, 2024
Python

RonanB96 / Low-Cost-EEG-Based-BCI

Low Cost Electroencephalogram Based Brain-Computer-Interface

eeg ecg electroencephalography emg bci brain-computer-interface nucleo eog electroencephalogram bioamplifier

Updated Jan 2, 2021
C

rkobler / TSMNet

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

machine-learning eeg transfer-learning electroencephalography bci manifold-learning brain-computer-interface geometric-deep-learning unsupervised-domain-adaptation

Updated Oct 12, 2022
Python

dipterix / threeBrain

3D Visualization of Brain MRI

r localization neuroimaging electroencephalography brain ecog ieeg template-brains mri-brain

Updated Nov 19, 2024
R

DevJake / EEG-diffusion-pytorch

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

machine-learning deep-learning image-reconstruction pytorch eeg generative-model electroencephalography unet bci brain-computer-interface unet-pytorch ddpm denoising-diffusion-models

Updated Apr 20, 2023
Jupyter Notebook

likith012 / mulEEG

Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"

deep-learning time-series representation-learning electroencephalography miccai sleep-staging multi-view-learning self-supervised-learning

Updated Nov 1, 2022
Python

rkobler / eyeartifactcorrection

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

meg eeg artifacts electroencephalography magnetoencephalography brain-computer-interface

Updated Jun 10, 2020
MATLAB

ieeg-spatial-filters-ssd

nschawor / ieeg-spatial-filters-ssd

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

electroencephalography electrocorticography ecog ieeg seeg neural-oscillations stereoelectroencephalography

Updated Sep 2, 2021
Python

unfoldtoolbox / UnfoldMakie.jl

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

visualization plots erp julia eeg plotting electroencephalography butterfly event-related-potentials makie eeg-visualization topoplots

Updated Nov 26, 2024
Julia

pktparticle / bciBasedWheelchair

Brain Control Interface based smart wheelchair. Actions include start, turn left, right, stop with your brain and eye blinks

python arduino eeg eeg-signals wheelchair electroencephalography eeg-data neurosky arduino-uno bci eeg-analysis neurosky-mindwave neurosky-mindwave-headset braincomputerinterface

Updated Apr 14, 2024
Python

john-veillette / mne-ari

All-resolutions Inference for M/EEG in Python

python statistics meg eeg neuroimaging electroencephalography magnetoencephalography electrocorticography ari all-resolutions-inference

Updated Feb 6, 2024
Jupyter Notebook

thavlik / machine-learning-portfolio

Assorted machine learning implementations for medical data.

Updated Mar 30, 2024
Python

nish-nm / Eye-Wink-Detection-Using-Neurosky-Mindwave

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

random-forest eeg-signals electroencephalography eeg-data neurosky eeg-headset eeg-analysis eye-blink eeg-classification neurosky-mindwave-headset electroencephalogram eye-wink

Updated Aug 7, 2018
Python

boupetch / rsleep

Sleep Data Analysis with R

cran r signals heart-rate-variability r-package electroencephalography sleep mdf sleep-data-analysis sleep-record

Updated Jun 2, 2024
R

tongplw / Muse

🎧 Muse - The brain sensing headband plus attention level

eeg muse eeg-signals electroencephalography eeg-data human-computer-interaction brain-computer-interface eeg-analysis brainwave brainwaves

Updated Jul 6, 2023
Python

santiagoLabs / EEG-Brain-Computer-Interface-to-play-Pong

Developed an Electroencephalography(EEG) based Brain Computer Interface to play Pong with brain activity

python pygame eeg electroencephalography cortex bci emotiv pong-game brain-computer-interface bci-systems emotiv-epoc-headset cortex-v2

Updated Jul 3, 2023
Python

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