EEG | Ecosyste.ms: Awesome

https://github.com/mne-tools/mne-python

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

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

Last synced: 21 Oct 2025

https://github.com/neuropsychology/neurokit

NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing

biosignals cardiac ecg eda eeg emg entropy eog hacktoberfest heart-rate hrv physiology ppg python scr signal signal-processing skin-conductance software tutorial

Last synced: 13 May 2025

https://github.com/neuropsychology/NeuroKit

NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing

biosignals cardiac ecg eda eeg emg entropy eog hacktoberfest heart-rate hrv physiology ppg python scr signal signal-processing skin-conductance software tutorial

Last synced: 26 Mar 2025

https://github.com/brainflow-dev/brainflow

BrainFlow is a library intended to obtain, parse and analyze EEG, EMG, ECG and other kinds of data from biosensors

bci biosensor biosensors biosignals brain-computer-interface brain-control brain-machine-interface brainflow ecg eeg eeg-analysis emg emg-signal muse neuroscience openbci python signal-processing

Last synced: 13 May 2025

https://github.com/braindecode/braindecode

Deep learning software to decode EEG, ECG or MEG signals

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

Last synced: 03 Nov 2025

https://github.com/pieeg-club/EEGwithRaspberryPI

Not supported. Measure 8 EEG channels with Shield PiEEG and RaspberryPi in C library

ads1299 bci bci-systems biosignal diy-electronics diy-solutions eeg eeg-signals eeg-signals-processing ironbci open-source pieeg raspberry-pi raspberry-pi-3 raspberry-pi-4 raspberrypi texas-instruments

Last synced: 15 Sep 2025

https://github.com/fieldtrip/fieldtrip

The MATLAB toolbox for MEG, EEG and iEEG analysis

analysis beamformer bids brain connectivity dipole donders ecog eeg fieldtrip ieeg matlab meg neuroimaging neuroscience seeg statistics time-frequency

Last synced: 14 May 2025

https://github.com/pieeg-club/eegwithraspberrypi

Not supported. Measure 8 EEG channels with Shield PiEEG and RaspberryPi in C library

ads1299 bci bci-systems biosignal diy-electronics diy-solutions eeg eeg-signals eeg-signals-processing ironbci open-source pieeg raspberry-pi raspberry-pi-3 raspberry-pi-4 raspberrypi texas-instruments

Last synced: 14 Apr 2025

https://github.com/neurotechx/moabb

Mother of All BCI Benchmarks

bci bci-benchmarks brain-computer-interface eeg machine-learning neuroscience

Last synced: 14 May 2025

https://github.com/pyriemann/pyriemann

Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python

brain-computer-interface covariance-estimation covariance-matrix eeg hermitian-matrices image-processing machine-learning positive-definite-matrices python radar-image remote-sensing riemannian-geometry signal-processing statistics symmetric-matrices time-series

Last synced: 06 Jan 2026

https://github.com/sccn/eeglab

EEGLAB is an open source signal processing environment for electrophysiological signals running on Matlab and developed at the SCCN/UCSD

biosignal brain compiled ecg ecog eda eeg eeg-preprocessing eeg-signals-processing eeglab electrophysiology hrv ieeg matlab meg neurophysiology octave source-localization spectral-analysis

Last synced: 14 May 2025

https://github.com/NeuroTechX/moabb

Mother of All BCI Benchmarks

bci bci-benchmarks brain-computer-interface eeg machine-learning neuroscience

Last synced: 30 Mar 2025

https://github.com/pyRiemann/pyRiemann

Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python

brain-computer-interface covariance-estimation covariance-matrix eeg hermitian-matrices image-processing machine-learning positive-definite-matrices python radar-image remote-sensing riemannian-geometry signal-processing statistics symmetric-matrices time-series

Last synced: 01 May 2025

https://github.com/pieeg-club/ironbci

Wearable (BLE) Brain-Computer Interface, ADS1299 and STM32 with SDK for mobile application

ads1299 bci bci-homework bci-systems eeg eeg-classification eeg-data eeg-headset eeg-signals eeg-signals-processing ironbci stm32

Last synced: 08 Apr 2025

https://github.com/mims-harvard/units

A unified multi-task time series model.

anomaly-detection classification ecg eeg few-shot forecasting foundation-models imputation multi-task prompt-tuning time-series unified-model zero-shot

Last synced: 10 Oct 2025

https://github.com/DeepBCI/Deep-BCI

An open software package to develop BCI based brain and cognitive computing technology for recognizing user's intention using deep learning

bci brain cognitive deep-learning eeg erp motor-imagery nirs open-source ssvep

Last synced: 09 May 2025

https://github.com/neuropsychology/neurokit.py

A Python Toolbox for Statistics and Neurophysiological Signal Processing (EEG, EDA, ECG, EMG...).

biosignals bvp complexity ecg eda eeg emg entropy fractal-dimension heart-rate hrv microstates neurophysiology neuropsychology neuroscience physiology ppg psychology python rsa

Last synced: 09 Sep 2025

https://github.com/emadeldeen24/TS-TCC

[IJCAI-21] "Time-Series Representation Learning via Temporal and Contextual Contrasting"

contextual contrastive-learning deep-learning eeg epilepsy epileptic-seizures fault-diagnosis human-activity-recognition machine-learning representation-learning sleep-stage-classification temporal time-series transfer-learning unsupervised-learning

Last synced: 21 Jul 2025

https://github.com/eegsynth/eegsynth

Converting real-time EEG into sounds, music and visual effects

art-net bci dmx ecg eeg emg fieldtrip midi osc redis synthesizer

Last synced: 15 May 2025

https://github.com/brainstorm-tools/brainstorm3

Brainstorm software: MEG, EEG, fNIRS, ECoG, sEEG and electrophysiology

eeg electrophysiology matlab meg

Last synced: 04 Apr 2025

https://github.com/fooof-tools/fooof

Parameterizing neural power spectra into periodic & aperiodic components.

ecog eeg electrophysiology lfp local-field-potential meg neuroscience oscillations power-spectral-density

Last synced: 21 Oct 2025

https://github.com/openlists/ElectrophysiologyData

A list of openly available datasets in (mostly human) electrophysiology.

data ecog eeg electrophysiological-data electrophysiology lfp meg open-data open-science research

Last synced: 09 May 2025

https://github.com/raphaelvallat/antropy

AntroPy: entropy and complexity of (EEG) time-series in Python

algorithm complexity eeg entropy feature-extraction fractal-dimension machine-learning neuroscience numba python signal signal-processing

Last synced: 16 May 2025

https://github.com/neurotech-berkeley/neurotech-course

CS198-96: Intro to Neurotechnology @ UC Berkeley

biosignals eeg eeg-signals emg event-related-potentials neurofeedback neuroscience neurotech

Last synced: 09 May 2025

https://github.com/urish/muse-js

Muse 2016 EEG Headset JavaScript Library (using Web Bluetooth)

bci brain-computer-interface brain-connectivity eeg eeg-data eeg-headband eeg-headset typescript-library web-bluetooth

Last synced: 07 Apr 2025

https://github.com/cbrnr/mnelab

MNELAB – a GUI for MNE

eeg gui meg mne python

Last synced: 15 May 2025

https://github.com/curiositry/eegrunt

A Collection Python EEG (+ ECG) Analysis Utilities for OpenBCI and Muse

data-analysis data-visualization ecg eeg muse neuroscience openbci python

Last synced: 13 Apr 2025

https://github.com/NeuroTechX/eeg-101

Interactive neuroscience tutorial app using Muse and React Native to teach EEG and BCI basics.

android bci eeg muse plotting react-native

Last synced: 09 May 2025

https://github.com/translationalneuromodeling/tapas

TAPAS - Translational Algorithms for Psychiatry-Advancing Science

bayesian-inference behavioral computational eeg fmri hierarchical-models neurology neuroscience psychiatry psychosomatics statistical-learning

Last synced: 01 May 2025

https://github.com/Emotiv/cortex-example

Example with Cortex V2/V3 API

cortex eeg epoc epocplus epocx insight neuroscience

Last synced: 09 Jul 2025

https://github.com/superbrucejia/eeg-motor-imagery-classification-cnns-tensorflow

EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow

brain-com brain-computer-interface cnns convolutional-neural-networks eeg eeg-analysis eeg-classification eeg-data eeg-signals esi matlab motor-imagery motor-imagery-classification motor-imagery-tasks motor-imagery-training python tensorflow tensorflow-experiments tensorflow-models

Last synced: 09 Apr 2025

https://github.com/lyndond/analyzing_neural_time_series

python implementations of Analyzing Neural Time Series Textbook

analysis eeg jupyter neural-data-analysis neuroscience python signal-processing time-series

Last synced: 12 May 2025

https://github.com/timeflux/timeflux

The programming interface for your body and mind

bci bci-speller biosensors biosignals brain-computer-interface brain-control brain-machine-interface ecg eda eeg emg gsr ppg signal-processing timeflux

Last synced: 17 Jan 2026

https://github.com/mne-tools/mne-cpp

MNE-CPP: A Framework for Electrophysiology

analysis biomedical-informatics c-plus-plus clinical computational-neuroscience cross-platform eeg healthcare machine-learning medical-imaging meg mne mne-cpp neuroscience qmake qt real-time signal-processing visualization

Last synced: 14 Feb 2026

https://github.com/pwstegman/bci.js

:bar_chart: EEG signal processing and machine learning in JavaScript

bci eeg javascript machine-learning signal-processing

Last synced: 02 Aug 2025

https://github.com/raphaelvallat/entropy

EntroPy: complexity of time-series in Python (DEPRECATED)

biosignals complexity eeg eeg-analysis eeg-classification entropy entropy-bits features-extraction machine-learning neuroscience non-linear permutation-entropy python signal-processing

Last synced: 14 Apr 2025

https://github.com/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.

bids eeg electroencephalography ieeg magnetoencephalography meg mne neuroimaging neuroscience

Last synced: 21 Oct 2025

https://github.com/cbrnr/sigviewer

A viewing application for biosignals

eeg visualization

Last synced: 01 Aug 2025

https://github.com/dashersw/brain-monitor

A terminal app written in Node.js to monitor brain signals in real-time

brain eeg eeg-headset epoc-headset javascript nodejs signal-processing terminal-app terminal-graphics

Last synced: 25 Mar 2025

https://github.com/amrzhd/eegnet

This project focuses on implementing CNN model based on the EEGNet architecture with Pytorch library for classifying motor imagery tasks using EEG data.

bci bci-systems convolutional-neural-networks deep-learning depthwise-convolutions depthwise-separable-convolutions eeg eeg-signals eegnet machine-learning python pytorch signal-processing

Last synced: 09 May 2025

https://github.com/neurosity/eeg-pipes

Digital signal processing utilities as RxJS operators for working with EEG data in Node and the Browser

bci eeg fft opensource rxjs

Last synced: 09 Apr 2025

https://github.com/garethjns/kaggle-eeg

Seizure prediction from EEG data using machine learning. 3rd place solution for Kaggle/Uni Melbourne seizure prediction competition.

eeg kaggle kaggle-competition machine-learning matlab melbourne-university seizure-prediction svm tree-ensemble

Last synced: 12 May 2025

https://github.com/makism/dyconnmap

A dynamic connectome mapping module in python.

clustering connectivity connectome dynamic eeg fc-states fmri functional-connectivity graph-analysis graph-distances graphs meg neuroimaging neuroscience python time-varying

Last synced: 17 Dec 2025

https://github.com/zhangks98/eeg-adapt

Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".

cnn deep-learning eeg motor-imagery

Last synced: 24 Aug 2025

https://github.com/neurotechx/bci-workshop

Material for the BCI Workshop held at District 3 in May 2015 by BCI Montréal.

bci eeg workshop

Last synced: 06 May 2025

https://github.com/hypox64/candock

A time series signal analysis and classification framework

classification data-augmentation data-preprocessing deep-learning eeg series-signal-analysis

Last synced: 24 Apr 2025

https://github.com/scientisst/BioSPPy

Biosignal Processing in Python

biosignals ecg eda eeg emg feature-extraction hrv pcg physiological-computing ppg python

Last synced: 02 Apr 2025

https://github.com/trendscenter/gift

Group ICA/IVA software (MATLAB)

analyze eeg fmri gifttoolbox group-analysis group-pca ica iva matlab nifti-1 nifti-2 nifti-gz pca smri

Last synced: 09 Apr 2025

https://github.com/erikbjare/thesis

MSc thesis on: Classifying brain activity using EEG and automated time tracking of computer use (using ActivityWatch)

activitywatch eeg machine-learning msc-thesis muse neurosity openbci research thesis

Last synced: 06 Sep 2025

https://github.com/connectomicslab/connectomemapper3

Connectome Mapper 3 is a BIDS App that implements full anatomical, diffusion, resting/state functional MRI, and recently EEG processing pipelines, from raw T1 / DWI / BOLD , and preprocessed EEG data to multi-resolution brain parcellation with corresponding connection matrices.

bids bids-apps bidsapp brain chuv connectome dmri docker eeg fmri parcellation pipelines python singularity

Last synced: 14 Jan 2026

https://github.com/automaticanalysis/automaticanalysis

Automatic Analysis (aa)

big-data dataflow diffusion eeg fmri matlab neuroimaging parallel-computing pipeline workflow-automation workflow-engine

Last synced: 12 Jan 2026

https://github.com/mne-tools/mne-rsa

Representational Similarity Analysis on MEG and EEG data

data-analysis eeg meg mne-python neuroscience

Last synced: 16 Dec 2025

https://github.com/openmeeg/openmeeg

A C++ package for low-frequency bio-electromagnetism solving forward problems in the field of EEG and MEG.

bem c-plus-plus eeg electromagnetism forward-problem meg

Last synced: 06 Apr 2025

https://github.com/unfoldtoolbox/unfold.jl

Neuroimaging (EEG, fMRI, pupil ...) regression analysis in Julia

deconvolution eeg erp event-related-potentials julia mass-univariate-modeling mixed-models modeling overlap regression splines

Last synced: 16 Jan 2026

https://github.com/unfoldtoolbox/unfold

A matlab EEG toolbox to perform overlap correction and non-linear & linear regression.

deconvolution eeg event-related-potentials eye-tracking linear-regression mass-univariate overlap rerp splines

Last synced: 08 Sep 2025

https://github.com/sccn/iclabel

Automatic EEG IC classification plugin for EEGLAB

classification eeg eeglab ica matconvnet matlab

Last synced: 09 Apr 2025

https://github.com/sccn/ICLabel

Automatic EEG IC classification plugin for EEGLAB

classification eeg eeglab ica matconvnet matlab

Last synced: 08 Apr 2025

https://github.com/sharad24/epileptic-seizure-detection

Deep Learning, Wavelet Analysis and Fourier Transforms for identification of abnormal EEG in Epilepsy patients

deep-learning eeg epilepsy-patients epileptic-seizures identification neural-network spectograms wavelet-analysis

Last synced: 01 Aug 2025

https://github.com/pwittchen/neurosky-android-sdk

Android SDK for the NeuroSky MindWave Mobile Brainwave Sensing Headset

android bci brain brain-computer-interface eeg mindwave neurosky rxandroid rxjava rxkotlin sdk thinkgear

Last synced: 18 Jul 2025

https://github.com/okbalefthanded/bci_toolbox

Classification toolbox for ERP and SSVEP based BCI data

benchmarking brain-computer-interface classification eeg erp machine-learning ssvep

Last synced: 21 Jun 2025

https://github.com/sidchop/brainconn

Brainconn - an R package for visualising brain connectivity data in 2D and interactive 3D

connectivity connectivity-matrix connectomics eeg meg mri networks neuroimaging

Last synced: 02 May 2025

https://github.com/bids-standard/bids-matlab

MATLAB / Octave tools for BIDS datasets

bids closember eeg ieeg matlab meg mri neuroimaging octave pet

Last synced: 03 Oct 2025

https://github.com/junjunjd/rustymind

A driver, parser and real time brainwave plotter for NeuroSky MindWave EEG headset

bci brain brain-computer-interface brainwave eeg eeg-headset eeg-readings eeg-signals-processing mindwave neuroscience neurosky plot rust

Last synced: 27 Apr 2025

https://github.com/rob-luke/neuroimaging.jl

Neuroimaging in Julia

eeg electrophysiology julia neuroimaging

Last synced: 16 Mar 2025

https://github.com/pieeg-club/eeg-with-jetsonnano

Open-Source. With deep learning to neuroscience world with shield for jetson nano - JNEEG

bci eeg eeg-classification emg jetson-nano nvidia

Last synced: 10 Jun 2025

https://github.com/ryanlintott/SSVEP_keyboard

The SSVEP Keyboard works with the icibici hardware. Once connected you should be able to look at keys and it will type them for you.

eeg flicker frequency keyboard signal smartphone-bci ssvep unity

Last synced: 09 May 2025

https://github.com/ryanlintott/ssvep_keyboard

The SSVEP Keyboard works with the icibici hardware. Once connected you should be able to look at keys and it will type them for you.

eeg flicker frequency keyboard signal smartphone-bci ssvep unity

Last synced: 30 Apr 2025

https://github.com/sccn/eegdash

A repo documenting EEG-Dash data and its usage

aws aws-s3 data-sharing deep-learning eeg eeg-signals electroencephalography fair-principles machine-learning magnetoencephalography meg nemar neuroinformatics neuroscience open-data openneuro

Last synced: 07 Oct 2025

https://github.com/bruaristimunha/synthetic-sleep-eeg-signal-generation-using-latent-diffusion-models

Code for the paper published in Deep Generative Models for Health Workshop at the Neurips 2023.

deep-learning eeg generative-monai latent-diffusion-models monai

Last synced: 06 May 2025

https://github.com/zabir-nabil/eeg-rsenet

Motor Imagery EEG Signal Classification Using Random Subspace Ensemble Network

biosignal classification eeg eeg-classification eeg-matlab eeg-neural-networks matlab-eeg-classification motor-imagery motor-imagery-eeg neural-net random-subspace-ensemble random-subspace-ensemble-network rse-net signal-classification

Last synced: 26 Jul 2025

https://github.com/unfoldtoolbox/Unfold.jl

Neuroimaging (EEG, fMRI, pupil ...) regression analysis in Julia

deconvolution eeg erp event-related-potentials julia mass-univariate-modeling mixed-models modeling overlap regression splines

Last synced: 01 May 2025

https://github.com/AccSrd/multimodal-Parkinson-data-processing

Multimodal Dataset of Freezing of Gait in Parkinson's Disease

eeg emg fog freezing-of-gait gait-recognition multimodal parkinson parkinson-disease-data parkinsons-detection parkinsons-disease

Last synced: 01 May 2025

https://github.com/remi-gau/ecobidas

Working repository to turn the COBIDAS guidelines to report methods and results in neuroimaging into a user friendly checklist

brainweb checklist closember eeg eyetracking fmri meg mri neuroimaging positron-emission-tomography reproducibility reproducible-analysis transparency

Last synced: 09 Jul 2025

https://github.com/jinglescode/ssvep-multi-task-learning

Using multi-task learning to capture signals simultaneously from the fovea efficiently and the neighboring targets in the peripheral vision generate a visual response map. A calibration-free user-independent solution, desirable for clinical diagnostics. A stepping stone for an objective assessment of glaucoma patients’ visual field.

bci brain-computer-interface cnn convolutional-neural-network deep-learning eeg multitask-learning pytorch ssvep

Last synced: 15 Apr 2025

https://github.com/sccn/sift

SIFT is an EEGLAB-compatible toolbox for analysis and visualization of multivariate causality and information flow between sources of electrophysiological (EEG/ECoG/MEG) activity. It consists of a suite of command-line functions with an integrated Graphical User Interface for easy access to multiple features. There are currently six modules: data preprocessing, model fitting and connectivity estimation, statistical analysis, visualization, group analysis, and neuronal data simulation.

causality connectivity eeg eeglab meg neural

Last synced: 21 Apr 2025

https://github.com/kaczmarj/rteeg

[DEPRECATED: use MNE-Python] Python module to stream and analyze EEG data in real-time

eeg labstreaminglayer mne-python real-time

Last synced: 30 Apr 2025

https://github.com/Remi-Gau/online_neuroimaging_resources

a laundry list of resources for MRI, fMRI, EEG, MEG...

eeg fmri meg mri neuroimaging neuroscience resources

Last synced: 01 May 2025

https://github.com/neurotuning/gedai-master

GEDAI denoising plugin for the EEGLAB toolbox

artifacts denoising eeg eeglab emg eog leadfield noise

Last synced: 26 Jan 2026

https://github.com/remi-gau/online_neuroimaging_resources

a laundry list of resources for MRI, fMRI, EEG, MEG...

eeg fmri meg mri neuroimaging neuroscience resources

Last synced: 20 Oct 2025

https://github.com/GWeindel/hmp

Repository for the hmp python package

chronometry eeg electrophysiology meg neuroscience signal-processing

Last synced: 01 May 2025

https://github.com/ildaron/3.eeg_recognation

Machine learning for Anonymous detection of an alcoholic by EEG signals

alcohol alcohol-eeg eeg eeg-analysis eeg-classification eeg-data eeg-dataset eeg-signals eeg-signals-processing fourier-analysis fourier-series fourier-transform pass-filter wavelet-analysis wavelet-transform wavelets

Last synced: 02 Aug 2025

https://github.com/superbrucejia/eeg-bayesiancnn

This is an EEG Signals Classification based on Bayesian Convolutional Neural Network (Bayesian CNNs) via Variational Inference.

bayesian bayesian-cnns bayesian-convnets bayesian-inference bayesian-methods eeg eeg-classification eeg-signals eeg-signals-classification pytorch-implementation

Last synced: 21 Jun 2025

https://github.com/trendscenter/fit

Fusion ICA Toolbox (MATLAB)

analysis cca eeg fmri gene ica iva joint-ica matlab mcca multi-modality parallel-ica pca

Last synced: 09 Apr 2025

https://github.com/pgalko/athlete_data_warehouse

A tool for bulk download, formatting and SQL DB storage of exercise, training, nutrition, wellness and health data from various trackers.

apache blood-glucose docker eeg excersize fit flask freestyle-libre garmin mechanize mind-monitor muse myfitnesspal nutrition pandas postgresql python3 sleep stress

Last synced: 18 Jun 2025

https://github.com/EIT-team/ScouseTom

Open Source EIT system using Keithley 6221 current source and EEG systems

arduino biomedical-instrumentation brain-imaging eeg eit electrical-impedance-tomography hardware scousetom tomography

Last synced: 15 Mar 2025

https://github.com/beacon-biosignals/pymne.jl

Julia interface to MNE-Python via PythonCall

eeg julia python

Last synced: 12 Apr 2025

https://github.com/bnicenboim/eeguana

A package for manipulating EEG data in R.

dplyr eeg eeg-analysis eeg-data eeg-signals r tidyverse

Last synced: 11 Jul 2025

https://github.com/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

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