Projects in Awesome Lists tagged with eeg-data

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

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

attention-mechanism cnn deep-learning densenet eeg-classification eeg-data eeg-signals-processing fully-convolutional-networks gcn graph-convolutional-neural-networks gru lstm motor-imagery-classification one-shot-learning residual-learning resnet rnn tensorflow transformer transformers

Last synced: 30 Aug 2025

https://github.com/SuperBruceJia/EEG-DL

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

attention-mechanism cnn deep-learning densenet eeg-classification eeg-data eeg-signals-processing fully-convolutional-networks gcn graph-convolutional-neural-networks gru lstm motor-imagery-classification one-shot-learning residual-learning resnet rnn tensorflow transformer transformers

Last synced: 08 Apr 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/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/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 enormous power for intermediate and advanced users.

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

Last synced: 16 May 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/raghav714/eeg-emotion-classification

eeg-classification eeg-data eeg-signals-processing emotion-recognition

Last synced: 06 Oct 2025

https://github.com/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.

convolutional-neural-networks deep-learning eeg-classification eeg-data matlab matlab-deep-learning neuroscience open-data open-science scinet

Last synced: 22 Sep 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/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/millengustavo/epileptic-seizure-recognition

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

brain-activity deep-learning eeg-data eeg-signal epilepsy machine-learning

Last synced: 10 Apr 2025

https://github.com/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.

eeg eeg-data ios ios16 swiftui

Last synced: 07 Oct 2025

https://github.com/princeegy/pymindwave2

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

eeg-data eeg-headset eeg-readings eeg-signals headset mindwave mindwave-headset mindwave-mobile mindwave-mobile2 motor-imagery motor-imagery-tasks neurosky-mindwave neurosky-mindwave-headset neurosky-mindwave-reader python python-package

Last synced: 11 Apr 2025

https://github.com/cpietsch/brainhack-34c3

brainhack workshop for 34c3

34c3 eeg eeg-analysis eeg-data muse

Last synced: 03 Aug 2025

https://github.com/simonguozirui/mindcraft

A brain-controlled Minecraft in Virtual Reality

a-frame bci daydream eeg-data muse muse-js node-js web-vr

Last synced: 24 Sep 2025

https://github.com/bmelo/matlab-eeg

Scripts to manipulate EEG data.

eeg-data matlab neuroscience processing-pipelines

Last synced: 12 Jul 2025

https://github.com/rcv911/periodogram

Draw periodogram of real EEG data

analysis biomedical-data-science biomedical-engineering biosignals eeg eeg-analysis eeg-data eeg-signals periodogram

Last synced: 18 Jan 2026

https://github.com/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.

bci eeg eeg-data eeg-headband erp event-related-potentials p3 p300 python python2 python3