eeg-data

There are 3 repositories under eeg-data topic.

SuperBruceJia / EEG-DL
A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.
deep-learning eeg-classification eeg-signals-processing tensorflow motor-imagery-classification eeg-data cnn rnn gcn one-shot-learning residual-learning densenet resnet graph-convolutional-neural-networks lstm gru attention-mechanism fully-convolutional-networks transformer transformers
Language:Python 869
Ildaron / ironbci
Open-Source Brain-Computer Interface, ADS1299 and STM32
ads1299 bci bci-homework bci-systems eeg eeg-classification eeg-data eeg-headset eeg-signals eeg-signals-processing ironbci stm32
Language:C 477
urish / muse-js
Muse 2016 EEG Headset JavaScript Library (using Web Bluetooth)
web-bluetooth eeg eeg-headset eeg-headband eeg-data bci brain-computer-interface brain-connectivity typescript-library
Language:TypeScript 274
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.
eeglab erp eeg-data csd erp-data matlab eeglab-toolbox erplab event-related-potentials electroencephalography cognitive-science neuroscience
Language:MATLAB 255
SuperBruceJia / EEG-Motor-Imagery-Classification-CNNs-TensorFlow
EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow
eeg-data motor-imagery-tasks cnns convolutional-neural-networks esi tensorflow python eeg eeg-signals eeg-analysis eeg-classification motor-imagery motor-imagery-classification motor-imagery-training brain-com brain-computer-interface matlab tensorflow-models tensorflow-experiments
Language:Python 181
EEGEdu
kylemath / EEGEdu
Interactive Brain Playground - Browser based tutorials on EEG with webbluetooth and muse
eeg openbci ecg muse js data-visualization data-analysis plotting react-native bci neurotech educational neuroscience-methods brain-waves frequency-domain muse-data eeg-data muse-lsl muse-headsets curriculum
Language:JavaScript 166
Raghav714 / EEG-Emotion-classification
eeg-classification eeg-data eeg-signals-processing emotion-recognition
Language:Python 100
craddm / eegUtils
An R package for processing and plotting of electroencephalography (EEG) data
eeg eeg-signals-processing eeg-analysis eeg-signals eeg-data r rstats
Language:R 96
AlessioZanga / PyEEGLab
Analyze and manipulate EEG data using PyEEGLab.
dataset preprocessing eeg eeg-signals-processing eeg-analysis eeg-classification eeg-data mne-python tensorflow keras
Language:Python 58
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.
deep-learning matlab open-data open-science eeg-classification eeg-data convolutional-neural-networks scinet neuroscience matlab-deep-learning
Language:MATLAB 44
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)
eeg-classification eeglab eeg-data bci motor-imagery
Language:Python 33
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
Language:Python 26
vancleys / EEGFeatures
EEG Features to be extract from raw data.
eeg-data python-3 feature-extraction
Language:Python 26
BIAPT / EEGapp
A MATLAB application to automatize analysis of EEG data
eeg-data analysis matlab eeg eeg-analysis eeg-signals-processing eeglab pipeline graph-theory-analysis surrogate-data-analysis phase-lag
Language:MATLAB 22
aliseyfi75 / COSCI-GAN
Codebase for "Generating multivariate time series with COmmon Source CoordInated GAN (COSCI-GAN)"
generative-adversarial-network generative-model multivariate-timeseries synthetic-data deep-learning eeg-data stock-data synthetic-data-generation
Language:Jupyter Notebook 21
bnicenboim / eeguana
A package for manipulating EEG data in R.
eeg eeg-signals eeg-analysis eeg-data r tidyverse dplyr
Language:R 21
millengustavo / epileptic-seizure-recognition
Repository with Machine Learning techniques to identify Epileptic Seizure from EEG data.
eeg-data eeg-signal brain-activity deep-learning epilepsy machine-learning
Language:Jupyter Notebook 18
mvidaldp / Traumschreiber-mobileEEG
Android app for EEG data visualization and recording with the Traumschreiber BLE device
eeg eeg-signals eeg-analysis eeg-signals-processing eeg-readings eeg-data traumschreiber android android-application android-app ble bluetooth bluetooth-low-energy bluetooth-le bluetooth-controller bluetooth-devices bluetooth-library bluetooth-connection neuroinformatics cognitive-science
Language:Java 17
emma-holmes / Phase-Coherence-for-Python
Function to calculate consistency of phase at a given frequency across measurements
eeg eeg-data eeg-signals python python3 python-3 time-series time-series-analysis phase-congruency timeseries-data fft
Language:Python 16
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.
augmentation data-shift eeg-classification eeg-data eeg-signals in-the-wild latent-space neurips robustness uncertainty uncertainty-quantification domain-adaptation domain-driven-design neurips-2022 out-of-distribution-detection diagnostic-tool distribution-shift healthcare-ai representation-learning
16
oliexe / MindSetUWP
NeuroSky MindWave & MindWave Mobile EEG Headset library for Windows 10 Universal applications
neurosky eeg-headset eeg-data mindwave-headset mindwave-mobile uwp uwp-apps bluetooth eeg-readings
Language:C# 14
alexenge / hu-neuro-pipeline
Single trial EEG pipeline at the Abdel Rahman Lab for Neurocognitive Psychology, Humboldt-Universität zu Berlin
eeg eeg-analysis eeg-data eeg-signals eeg-signals-processing neuroscience psychology python-library reproducibility
Language:Python 13
jcdemunck5 / DMS_Projects
These C/C++ source files consist of 150 classes, 300,000 lines of code, excluding a Qt-based user interface. Its functionality includes: GLM-statistics, hierarchical clustering, (non)-linear optimization, L1 and L2 norm minimization, Hungarian algorithm, EEG/MEG forward and inverse modelling, Boundary Element Method, spatio/temporal covariance modelling, image fusion, triangular meshes, KD-trees, topological error correction, marching cubes & spherical triangulations, sparse matrices and matrix operations, spherical harmonics, wavelets, spectra and spectrograms, Fast Fourier transform (FFTWest), data import for many different EEG/MEG data formats, data import for many image data formats.
algorithms eeg-analysis eeg-data meg fmri-data-analysis visualization cpp qt4
13
pktparticle / bciBasedWheelchair
Brain Control Interface based smart wheelchair. Actions include start, turn left, right, stop with your brain and eye blinks
python arduino arduino-uno neurosky neurosky-mindwave neurosky-mindwave-headset bci eeg eeg-signals eeg-analysis eeg-data braincomputerinterface electroencephalography wheelchair
Language:Python 13
ngebodh / GX_tES_EEG_Physio_Behavior
Supporting code for the GX Dataset
eeg ecg neuroscience physiology spectrogram dataset eeg-signals eeg-analysis eeg-data ecg-signal neuromodulation physiological-data physiological-signals behavior behavioral-analytics heart-rate tdcs tacs
Language:HTML 12
voytekresearch / BandRatios
BandRatios project repository: Electrophysiological Frequency Band Ratio Measures Conflate Periodic and Aperiodic Neural Activity.
eeg-data lisc band-ratios fooof spectral-parameterization literature-data simulated-data
Language:Jupyter Notebook 11
emma-holmes / Phase-Coherence-for-MATLAB
Function to calculate consistency of phase at a given frequency across measurements
eeg eeg-signals eeg-data matlab matlab-script time-series timeseries-data phase phase-congruency
Language:MATLAB 10
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
neurosky neurosky-mindwave-headset random-forest eeg-signals eeg-data eeg-classification eeg-analysis eeg-headset electroencephalography electroencephalogram eye-wink eye-blink
Language:Python 10
tongplw / Muse
🎧 Muse - The brain sensing headband plus attention level
eeg eeg-signals eeg-analysis eeg-data electroencephalography muse brainwave brainwaves human-computer-interaction brain-computer-interface
Language:Python 10
brain-products / BVTools
BV2BIDS is a command line tool that creates the EEG-BIDS folder hierarchy from BVCD files.
bv2bids bids bids-format file-format converter eeg-data eeg
Language:C# 9
lowlighter / brain
🧠 Study about electrical activity of the brain retrieved from an EEG headset (repo in french).
eeg-signals eeg-analysis eeg-classification eeg eeg-data demonstrator machine-learning deep-learning neural-networks
Language:JavaScript 8
ozaner / NeuroSkyOutput
An android app that displays EEG readings from a NeuroSky Mindwave headset.
neurosky eeg-headset eeg eeg-data android testing-tools
Language:Java 8
smlacava / Athena
ATHENA (Automatic Toolbox for Handling Experimental Neural Analysis)
eeg brain brain-connectivity brain-imaging eeg-signals eeg-analysis eeg-data eeg-signals-processing neuroimaging neuroscience
Language:MATLAB 8
neurotech-uiuc / R-Cario
This project is an RC Car that can be controlled through facial movements picked up by an OpenBCI EEG device.
eeg-data rc-car eeg-devices neural-network
Language:Python 7
rsomervail / dusk2dawn
A plug-in for the EEG lab toolbox to implement Artifact Subspace Reconstruction cleaning with whole-night sleep EEG
eeg eeg-data eeg-signals-processing sleep-analysis artifact-subspace-reconstruction
Language:MATLAB 7
stepeter / EEG_perturbations_analysis
Source localization and connectivity analysis of high-density EEG data
connectivity eeg-data granger-causality-analysis independent-component-analysis source-localization
Language:MATLAB 7

eeg-data

SuperBruceJia / EEG-DL

Ildaron / ironbci

urish / muse-js

ucdavis / erplab

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

kylemath / EEGEdu

Raghav714 / EEG-Emotion-classification

craddm / eegUtils

AlessioZanga / PyEEGLab

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

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

Ildaron / 3.eeg_recognation

vancleys / EEGFeatures

BIAPT / EEGapp

aliseyfi75 / COSCI-GAN

bnicenboim / eeguana

millengustavo / epileptic-seizure-recognition

mvidaldp / Traumschreiber-mobileEEG

emma-holmes / Phase-Coherence-for-Python

neerajwagh / evaluating-eeg-representations

oliexe / MindSetUWP

alexenge / hu-neuro-pipeline

jcdemunck5 / DMS_Projects

pktparticle / bciBasedWheelchair

ngebodh / GX_tES_EEG_Physio_Behavior

voytekresearch / BandRatios

emma-holmes / Phase-Coherence-for-MATLAB

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

tongplw / Muse

brain-products / BVTools

lowlighter / brain

ozaner / NeuroSkyOutput

smlacava / Athena

neurotech-uiuc / R-Cario

rsomervail / dusk2dawn

stepeter / EEG_perturbations_analysis