GitHub topics: eeg-data

Repositories

matlab-deep-learning/Abnormal-EEG-Signal-Classification-Using-CNNs

This example shows how to build and train a convolutional neural network (CNN) from scratch to perform a classification task with an EEG dataset.

Language: MATLAB - Size: 1.87 MB - Last synced at: 2 days ago - Pushed at: over 2 years ago - Stars: 52 - Forks: 6

carpentries-incubator/SDC-BIDS-EEG-EEGLAB

Working with EEGLAB and BIDS-EEG

Size: 17.6 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 3 - Forks: 3

SuperBruceJia/EEG-DL

A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.

Language: Python - Size: 938 KB - Last synced at: 27 days ago - Pushed at: over 2 years ago - Stars: 1,017 - Forks: 229

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 enormous power for intermediate and advanced users.

Language: MATLAB - Size: 62.1 MB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 281 - Forks: 73

matteo-d-m/brainhack-rome-forecasting

Code for Project #3 at Brainhack Rome 2025

Language: Jupyter Notebook - Size: 40 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

SuperBruceJia/EEG-Motor-Imagery-Classification-CNNs-TensorFlow

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

Language: Python - Size: 56.6 KB - Last synced at: about 1 month ago - Pushed at: 12 months ago - Stars: 217 - Forks: 48

millengustavo/epileptic-seizure-recognition

Repository with Machine Learning techniques to identify Epileptic Seizure from EEG data.

Language: Jupyter Notebook - Size: 174 KB - Last synced at: 30 days ago - Pushed at: about 6 years ago - Stars: 20 - Forks: 9

PrinceEGY/pymindwave2

A Python package for seamless communication with Neurosky MindWave Mobile 2 headset.

Language: Python - Size: 824 KB - Last synced at: 28 days ago - Pushed at: 4 months ago - Stars: 5 - Forks: 0

pieeg-club/ironbci

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

Language: Python - Size: 6.75 MB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 518 - Forks: 47

AmmarRashed/MultimodalEngagement

A comprehensive multimodal dataset for player engagement analysis in video games, featuring synchronized EEG, eye tracking, heart rate, OpenFace facial analysis, and controller input data from 39 participants playing FIFA'23 and Street Fighter V.

Language: Jupyter Notebook - Size: 42.1 MB - Last synced at: 28 days ago - Pushed at: 28 days ago - Stars: 0 - Forks: 0

gifale95/eeg_motor_imagery_decoding

Python code for decoding EEG motor imagery conditions using a convolutional neural network.

Language: Python - Size: 82 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 3 - Forks: 0

Raghav714/EEG-Emotion-classification

Language: Python - Size: 3.88 MB - Last synced at: about 1 month ago - Pushed at: about 6 years ago - Stars: 104 - Forks: 36

ngebodh/GX_tES_EEG_Physio_Behavior

Supporting code for the GX Dataset

Language: HTML - Size: 31.1 MB - Last synced at: 28 days ago - Pushed at: 9 months ago - Stars: 22 - Forks: 9

alexenge/hu-neuro-pipeline

Single trial EEG pipeline at the Abdel Rahman Lab for Neurocognitive Psychology, Humboldt-Universität zu Berlin

Language: Python - Size: 797 KB - Last synced at: 17 days ago - Pushed at: 3 months ago - Stars: 17 - Forks: 4

voytekresearch/BandRatios

BandRatios project repository: Electrophysiological Frequency Band Ratio Measures Conflate Periodic and Aperiodic Neural Activity.

Language: Jupyter Notebook - Size: 292 MB - Last synced at: 28 days ago - Pushed at: over 1 year ago - Stars: 13 - Forks: 8

Ildaron/3.eeg_recognation

Machine learning for Anonymous detection of an alcoholic by EEG signals

Language: Python - Size: 1.28 MB - Last synced at: 25 days ago - Pushed at: over 3 years ago - Stars: 30 - Forks: 10

urish/muse-js

Muse 2016 EEG Headset JavaScript Library (using Web Bluetooth)

Language: TypeScript - Size: 896 KB - Last synced at: about 4 hours ago - Pushed at: 8 months ago - Stars: 292 - Forks: 79

vepiset/vepiset_dataset

vEpiSet: An EEG dataset for interictal epileptiform discharge with spatial distribution information

Language: Python - Size: 64.5 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

craddm/eegUtils

An R package for processing and plotting of electroencephalography (EEG) data

Language: R - Size: 164 MB - Last synced at: 28 days ago - Pushed at: 6 months ago - Stars: 106 - Forks: 27

Avir-AI/EEG_Applications_Hub

This curated list highlights the latest breakthroughs in EEG and AI integration, providing a user-friendly guide for researchers, students, and hobbyists to explore advancements and applications in this exciting field.

Size: 2.74 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 9 - Forks: 1

carpentries-incubator/SDC-EEGLAB

Processing data with EEGLAB

Language: HTML - Size: 51.3 MB - Last synced at: 29 days ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 2

AlessioZanga/PyEEGLab 📦

Analyze and manipulate EEG data using PyEEGLab.

Language: Python - Size: 1.04 GB - Last synced at: 26 days ago - Pushed at: over 4 years ago - Stars: 61 - Forks: 23

bnicenboim/eeguana

A package for manipulating EEG data in R.

Language: R - Size: 480 MB - Last synced at: 3 days ago - Pushed at: 4 months ago - Stars: 22 - Forks: 9

simonguozirui/mindcraft

A brain-controlled Minecraft in Virtual Reality

Language: JavaScript - Size: 1.35 MB - Last synced at: about 1 month ago - Pushed at: over 6 years ago - Stars: 4 - Forks: 1

danburonline/spatial-place 📦

My bachelor thesis, in which I researched and explored the mass-market applicability of a novel software system for bringing brain-computer interface software to the cloud.

Language: TeX - Size: 343 MB - Last synced at: 3 days ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 1

tahmidazam/Trace-beta

A document-based SwiftUI application for viewing and editing EEG data, aimed at making software for viewing brain imaging data more accessible.

Language: Swift - Size: 6.19 MB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 8 - Forks: 1

GustavoMartinx/Biological-Data-Processing

Projects developed during Biological Data Processing course using Python and electroencephalogram (EEG).

Language: Jupyter Notebook - Size: 5.58 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

oliexe/MindSetUWP

NeuroSky MindWave & MindWave Mobile EEG Headset library for Windows 10 Universal applications

Language: C# - Size: 48.5 MB - Last synced at: 6 months ago - Pushed at: over 7 years ago - Stars: 15 - Forks: 4

IoBT-VISTEC/Decoding-EEG-during-AO-MI-ME

The decoding of continuous EEG rhythms during action observation (AO), motor imagery (MI), and motor execution (ME) for standing and sitting. (IEEE Sensors Journal)

Language: Python - Size: 18.7 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 34 - Forks: 16

mimuc/vr-adaptation-eeg-evaluation

CHI 2023 Late Breaking Work: "Exploring Physiological Correlates of Visual Complexity Adaptation: Insights from EDA, ECG, and EEG Data for Adaptation Evaluation in VR Adaptive Systems"

Language: Jupyter Notebook - Size: 2.41 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 5 - Forks: 1

MedMaxLab/BIDSAlign

BIDSAlign a library for preprocessing and align multiple datasets to a common template.

Language: MATLAB - Size: 7.43 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 2

jranaraki/PersonalizedClassifierSelection

Code for applying personalized classifier selection to EEG data

Language: Python - Size: 1.86 GB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

manishthilagar/Neural-Signal-Processing

Language: Jupyter Notebook - Size: 12.7 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

kylemath/EEGEdu

Interactive Brain Playground - Browser based tutorials on EEG with webbluetooth and muse

Language: JavaScript - Size: 24 MB - Last synced at: 12 months ago - Pushed at: over 1 year ago - Stars: 166 - Forks: 35

neurotech-uiuc/R-Cario

This project is an RC Car that can be controlled through facial movements picked up by an OpenBCI EEG device.

Language: Python - Size: 50.7 MB - Last synced at: 11 months ago - Pushed at: about 3 years ago - Stars: 7 - Forks: 2

pktparticle/bciBasedWheelchair

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

Language: Python - Size: 8.79 KB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 13 - Forks: 2

lowlighter/brain 📦

🧠 Study about electrical activity of the brain retrieved from an EEG headset (repo in french).

Language: JavaScript - Size: 36.9 MB - Last synced at: 6 months ago - Pushed at: over 4 years ago - Stars: 8 - Forks: 3

LucaZugic/EEG_data_visualization_in_MATLAB

MATLAB CLI program to visualize EEG data for 32 and 21 channel EEG systems.

Language: MATLAB - Size: 18.6 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

srikanthashish/meditation-visuals

This repository contains R scripts for replicating animated EEG figures generated in a data visualization project using BrainCo Inc.'s FocusCalm Headband. The scripts enable replication of analysis methods for investigating personal meditation practices across time.

Language: R - Size: 210 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

eegverse/erpcore

An R package for for downloading ERP CORE data.

Language: R - Size: 106 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 1

PhilKes/ML-BCI

Machine Learning based Brain Computer Interface (BCI) by analyzing EEG Data using PyTorch

Language: Python - Size: 57.8 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 1

AnikaNissen/chi2023instagraminfluencers

Are You Human?

Language: Jupyter Notebook - Size: 22.4 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

Baushkiner/total-perspective-vortex

Jupiter notebook with EEG-data classification problem from the MNE library

Language: Jupyter Notebook - Size: 4.26 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 1

neerajwagh/evaluating-eeg-representations

Resources for the paper titled "Evaluating Latent Space Robustness and Uncertainty of EEG-ML Models under Realistic Distribution Shifts". Accepted at NeurIPS 2022.

Size: 5.86 KB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 14 - Forks: 0

rcv911/spectrum-average

EEG spectrum mean of 84 records

Language: Python - Size: 94.7 KB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 3 - Forks: 1

rcv911/coherence-function

Language: Python - Size: 506 KB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 3 - Forks: 1

rcv911/rat-spectrogram

WAG/Rij-rat spectrogram

Language: Python - Size: 787 KB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 1

rcv911/periodogram

Draw periodogram of real EEG data

Language: Python - Size: 1.8 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 3 - Forks: 2

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

Language: Python - Size: 2.49 MB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 10 - Forks: 9

BIAPT/EEGapp

A MATLAB application to automatize analysis of EEG data

Language: MATLAB - Size: 57 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 19 - Forks: 8

francopelli/muERD

A script for calculating mu event-related desynchronization from EEG data using MATLAB and EEGLAB.

Language: MATLAB - Size: 6.84 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 5 - Forks: 3

kushaalrao/NeuroAssist

Brain-Computer Interface for speech and motor impediments

Language: Python - Size: 21.5 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 1

jonzamora/Epileptic-Seizure-Prediction

Epileptic Seizure Prediction with EEG Data and Logistic Regression in Python 🧠 🐍

Language: Jupyter Notebook - Size: 2.87 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 1

nanbhas/TrustLapse

Repository for the paper "TrustLapse: An Explainable and Actionable Mistrust Scoring Framework for Model Monitoring"

Language: Python - Size: 127 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

Carol180619/Paper-ayahuasca

Submitted paper to PLOS ONE, whose title is "Application of machine learning and complex network measures to an EEG dataset from ayahuasca experiments".

Language: Jupyter Notebook - Size: 262 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 1

rsomervail/dusk2dawn

A plug-in for the EEG lab toolbox to implement Artifact Subspace Reconstruction cleaning with whole-night sleep EEG

Language: MATLAB - Size: 826 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 0

404-JoshuaGarciaNotFound/Machine-learning-EEG-Recognition-

A program used to determine if a person is an alcoholic through their EEG data

Language: Jupyter Notebook - Size: 645 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 1

VictorGimenez/EEGDatasetCreator

Scripts criados para construção de conjuntos de dados de EEG através dos arquivos BrainVision (.eeg, .vhdr, .vmrk) com o auxílio da toolbox EEGLab e atribuição de rótulos para cada ERP.

Language: MATLAB - Size: 20.5 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

brain-products/BVTools

BV2BIDS is a command line tool that creates the EEG-BIDS folder hierarchy from BVCD files.

Language: C# - Size: 147 KB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 6 - Forks: 4

CorentinWicht/RESTINGLAB

This toolbox enables to automatically preprocess and analyze resting-state Biosemi EEG files, relying on the EEGLAB software and additional toolboxes.

Language: MATLAB - Size: 520 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 1

kwakim1/EEG_Processing_Pipeline

A pipeline to clean and epoch EEG data

Language: MATLAB - Size: 91.8 KB - Last synced at: 8 months ago - Pushed at: about 2 years ago - Stars: 4 - Forks: 2

alexenge/hu-neuro-pipeline-workshop

A workshop introducing the hu-neuro-pipeline package for single trial EEG processing

Language: TeX - Size: 48.4 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

simonguozirui/math-IA-P300

Conduct research on the effect of different proportions of visual target and non-target stimulations on the brain, through data analysis on event related potential collected.

Language: Python - Size: 38 MB - Last synced at: 2 months ago - Pushed at: about 7 years ago - Stars: 3 - Forks: 0

ViRoLam/EEG_BCI

EEG classification project. Uses a variety of classifiers and methods to parse EEG data.

Language: Jupyter Notebook - Size: 1.65 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

VDimovaEdeleva/dataset-ErrP-Human-Agent-Collaboration

Data from 11 subjects that took part in a Human-Agent Collaboration experiment. The name of the paper is "Brain computer interface to distinguish between self and other related errors in human agent collaboration" published in Scientific Reports.

Size: 63.5 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

HappyBravo/MA4202_Project

Machine Learning Project Work

Language: Jupyter Notebook - Size: 60.5 KB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

AvijitSaha16/Classification-of-Alcoholic-and-Control-Individuals-from-EEG-data

Using Logistic Regression and Principal Component Analysis to classify Alcoholic (habituated) and Control Individuals using their Electroencephalogram (EEG) signal data

Size: 787 KB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

EEG-Easy/EEG-Schizophrenia-vs-Healthy

Language: Jupyter Notebook - Size: 32.9 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 2

manishthilagar/Estimating-evoked-responses-of-EEG-using-MNE-python

Estimating evoked responses

Language: Jupyter Notebook - Size: 1.27 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

smlacava/Athena

ATHENA (Automatic Toolbox for Handling Experimental Neural Analysis)

Language: MATLAB - Size: 51.5 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 5 - Forks: 3

cpietsch/brainhack-34c3

brainhack workshop for 34c3

Language: JavaScript - Size: 20.5 KB - Last synced at: about 1 month ago - Pushed at: over 7 years ago - Stars: 5 - Forks: 0

aliseyfi75/COSCI-GAN

Codebase for "Generating multivariate time series with COmmon Source CoordInated GAN (COSCI-GAN)"

Language: Jupyter Notebook - Size: 93.8 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 8 - Forks: 2

tongplw/Muse

🎧 Muse - The brain sensing headband plus attention level

Language: Python - Size: 1.18 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 2

KMD2/MobileApp-Emotive.Emotions.Music

An interactive mobile application along with a desktop application and an EEG headset (Emotiv). The mobile application allows the user to view his/her emotion levels at the moment, explore the personalized happiness heatmap, and play music tracks while observing the change in the emotions' levels.

Language: Java - Size: 3.55 MB - Last synced at: 12 months ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0