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: about 6 hours ago - Pushed: 1 day ago - Stars: 181 - Forks: 45

MedMaxLab/BIDSAlign

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

Language: MATLAB - Size: 7.06 MB - Last synced: 1 day ago - Pushed: 1 day ago - Stars: 0 - Forks: 0

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.

Language: MATLAB - Size: 58.9 MB - Last synced: 3 days ago - Pushed: 3 days ago - Stars: 254 - Forks: 73

manishthilagar/Neural-Signal-Processing

Language: Jupyter Notebook - Size: 8.79 KB - Last synced: 5 days ago - Pushed: 6 days ago - Stars: 0 - Forks: 0

Ildaron/ironbci

Open-Source Brain-Computer Interface, ADS1299 and STM32

Language: C - Size: 3.78 MB - Last synced: 7 days ago - Pushed: 7 days ago - Stars: 477 - Forks: 42

urish/muse-js

Muse 2016 EEG Headset JavaScript Library (using Web Bluetooth)

Language: TypeScript - Size: 895 KB - Last synced: 11 days ago - Pushed: 5 months ago - Stars: 272 - Forks: 76

GustavoMartinx/Biological-Data-Processing

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

Language: Jupyter Notebook - Size: 1.18 MB - Last synced: 26 days ago - Pushed: 26 days ago - Stars: 0 - Forks: 0

ngebodh/GX_tES_EEG_Physio_Behavior

Supporting code for the GX Dataset

Language: HTML - Size: 22.3 MB - Last synced: 29 days ago - Pushed: 30 days ago - Stars: 10 - Forks: 8

kylemath/EEGEdu

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

Language: JavaScript - Size: 24 MB - Last synced: 27 days ago - Pushed: 5 months ago - Stars: 162 - Forks: 32

alexenge/hu-neuro-pipeline

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

Language: Python - Size: 771 KB - Last synced: 5 days ago - Pushed: about 1 month ago - Stars: 13 - Forks: 3

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: 12 months ago - Pushed: about 3 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: 19 days ago - Pushed: over 3 years ago - Stars: 8 - Forks: 3

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: about 2 months ago - Pushed: about 2 months ago - Stars: 7 - Forks: 1

AlessioZanga/PyEEGLab 📦

Analyze and manipulate EEG data using PyEEGLab.

Language: Python - Size: 1.04 GB - Last synced: 21 days ago - Pushed: over 3 years ago - Stars: 58 - Forks: 24

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: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

SuperBruceJia/EEG-DL

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

Language: Python - Size: 938 KB - Last synced: 2 months ago - Pushed: over 1 year ago - Stars: 827 - Forks: 212

bnicenboim/eeguana

A package for manipulating EEG data in R.

Language: R - Size: 480 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 20 - Forks: 7

Raghav714/EEG-Emotion-classification

Language: Python - Size: 3.88 MB - Last synced: 2 months ago - Pushed: about 5 years ago - Stars: 96 - Forks: 35

oliexe/MindSetUWP

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

Language: C# - Size: 48.5 MB - Last synced: 3 months ago - Pushed: over 6 years ago - Stars: 14 - 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: 18.8 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 30 - Forks: 15

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: 3 months ago - Pushed: 3 months ago - Stars: 1 - Forks: 0

carpentries-incubator/SDC-BIDS-EEG-EEGLAB

Working with EEGLAB and BIDS-EEG

Size: 13.7 MB - Last synced: about 4 hours ago - Pushed: about 5 hours ago - Stars: 1 - Forks: 2

eegverse/erpcore

An R package for for downloading ERP CORE data.

Language: R - Size: 106 KB - Last synced: 4 months ago - Pushed: 4 months 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: 18 days ago - Pushed: over 1 year ago - Stars: 2 - Forks: 1

AnikaNissen/chi2023instagraminfluencers

Are You Human?

Language: Jupyter Notebook - Size: 22.4 MB - Last synced: about 2 months ago - Pushed: over 1 year 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: 5 months ago - Pushed: 5 months 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: 4 months ago - Pushed: 10 months ago - Stars: 14 - Forks: 0

rcv911/spectrum-average

EEG spectrum mean of 84 records

Language: Python - Size: 94.7 KB - Last synced: 6 months ago - Pushed: over 6 years ago - Stars: 3 - Forks: 1

rcv911/coherence-function

Language: Python - Size: 506 KB - Last synced: 6 months ago - Pushed: over 6 years ago - Stars: 3 - Forks: 1

rcv911/rat-spectrogram

WAG/Rij-rat spectrogram

Language: Python - Size: 787 KB - Last synced: 6 months ago - Pushed: over 6 years ago - Stars: 1 - Forks: 1

rcv911/periodogram

Draw periodogram of real EEG data

Language: Python - Size: 1.8 MB - Last synced: 6 months ago - Pushed: over 6 years ago - Stars: 3 - Forks: 2

craddm/eegUtils

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

Language: R - Size: 139 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 94 - Forks: 24

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: 7 months ago - Pushed: almost 6 years ago - Stars: 10 - Forks: 9

BIAPT/EEGapp

A MATLAB application to automatize analysis of EEG data

Language: MATLAB - Size: 57 MB - Last synced: 7 months ago - Pushed: over 4 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: 7 months ago - Pushed: almost 3 years ago - Stars: 5 - Forks: 3

kushaalrao/NeuroAssist

Brain-Computer Interface for speech and motor impediments

Language: Python - Size: 21.5 KB - Last synced: 7 months ago - Pushed: over 3 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: about 1 month ago - Pushed: over 2 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: 7 months ago - Pushed: about 1 year 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: 7 months ago - Pushed: over 1 year 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: 4 months ago - Pushed: 4 months 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: 9 months ago - Pushed: about 2 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: 9 months ago - Pushed: over 1 year 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: 10 months ago - Pushed: about 1 year 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: 10 months ago - Pushed: about 2 years ago - Stars: 3 - Forks: 1

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: 10 months ago - Pushed: about 2 years ago - Stars: 6 - Forks: 2

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: 10 months ago - Pushed: over 1 year ago - Stars: 29 - Forks: 8

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: 5 months ago - Pushed: 5 months ago - Stars: 1 - 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: 11 months ago - Pushed: 11 months ago - Stars: 0 - Forks: 0

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: 2.39 MB - Last synced: about 1 month ago - Pushed: about 1 year ago - Stars: 5 - Forks: 1

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: 9 months ago - Pushed: about 1 year ago - Stars: 1 - Forks: 0

HappyBravo/MA4202_Project

Machine Learning Project Work

Language: Jupyter Notebook - Size: 60.5 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

EEG-Easy/EEG-Schizophrenia-vs-Healthy

Language: Jupyter Notebook - Size: 32.9 MB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 2 - Forks: 2

voytekresearch/BandRatios

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

Language: Jupyter Notebook - Size: 292 MB - Last synced: 2 months ago - Pushed: 7 months ago - Stars: 10 - Forks: 8

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

Estimating evoked responses

Language: Jupyter Notebook - Size: 1.27 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

smlacava/Athena

ATHENA (Automatic Toolbox for Handling Experimental Neural Analysis)

Language: MATLAB - Size: 51.5 MB - Last synced: 9 months ago - Pushed: about 2 years ago - Stars: 5 - Forks: 3

gifale95/eeg_motor_imagery_decoding

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

Language: Python - Size: 145 KB - Last synced: 9 months ago - Pushed: about 2 years ago - Stars: 3 - Forks: 0

cpietsch/brainhack-34c3

brainhack workshop for 34c3

Language: JavaScript - Size: 20.5 KB - Last synced: about 1 month ago - Pushed: over 6 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: about 1 year ago - Pushed: over 1 year ago - Stars: 8 - Forks: 2

tongplw/Muse

🎧 Muse - The brain sensing headband plus attention level

Language: Python - Size: 1.18 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 6 - Forks: 2

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: about 1 year ago - Pushed: over 1 year ago - Stars: 9 - Forks: 1

millengustavo/epileptic-seizure-recognition

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

Language: Jupyter Notebook - Size: 174 KB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 15 - Forks: 8

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: about 1 year ago - Pushed: over 1 year ago - Stars: 4 - Forks: 0

ozaner/NeuroSkyOutput

An android app that displays EEG readings from a NeuroSky Mindwave headset.

Language: Java - Size: 16.6 MB - Last synced: about 1 year ago - Pushed: over 7 years ago - Stars: 8 - Forks: 4

sebastientourbier/synapsy-eeg-meeting-04-2021

Synapsy-DMP-Meeting Presentation about standardization of EEG data

Language: HTML - Size: 19.3 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

vancleys/EEGFeatures

EEG Features to be extract from raw data.

Language: Python - Size: 8.79 KB - Last synced: about 1 year ago - Pushed: about 7 years ago - Stars: 20 - Forks: 11

alexenge/tfr-workshop

An introductory workshop on analyzing the time-frequency content of EEG data

Language: TeX - Size: 5.65 MB - Last synced: 4 months ago - Pushed: almost 2 years ago - Stars: 1 - Forks: 1

atsukoba/MNE-Python-Training

tutorial and practice of EEG (Electroencephalogram) analysis, filtering, data I/O via MNE-Python (Minimum Norm Estimation)

Language: Jupyter Notebook - Size: 6.42 MB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 4 - Forks: 2

nbeliy/eegBidsCreator

Tool for adapting EMBLA EEG files for BIDS, and converting to EDF+ or BrainVision format

Language: Python - Size: 107 MB - Last synced: about 1 year ago - Pushed: about 4 years ago - Stars: 2 - Forks: 2

carpentries-incubator/SDC-EEGLAB

Processing data with EEGLAB

Language: HTML - Size: 51.3 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 1 - Forks: 2

Ronit-Desai/Sans-Tracas

An Interactive Cross-Platform tool to run Online EEG Experiments using Web-Bluetooth and the Muse EEG headset.

Language: JavaScript - Size: 48.6 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 1

dsos8/EEG_analysis_data

EEG analyisis on target and non-taget data sets.

Language: MATLAB - Size: 1.33 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

emma-holmes/Phase-Coherence-for-Python

Function to calculate consistency of phase at a given frequency across measurements

Language: Python - Size: 7.81 KB - Last synced: about 1 year ago - Pushed: over 6 years ago - Stars: 15 - Forks: 7

EthanNewell/Neurotech-tools-data

this personal repository will be loaded with EEG data from various sources, as well as data obtained when working with equipment. Also here you can find the necessary converters and materials on the software part of neural interfaces

Language: Python - Size: 24.2 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

Ildaron/3.eeg_recognation

Machine learning for Anonymous detection of an alcoholic by EEG signals

Language: Python - Size: 1.28 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 14 - Forks: 5

anastasiya-kuzmich/MRes-Final-Project

Anastasiya Kuzmich Final MRes Project

Language: Jupyter Notebook - Size: 18 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

mvidaldp/Traumschreiber-mobileEEG

Android app for EEG data visualization and recording with the Traumschreiber BLE device

Language: Java - Size: 23.5 MB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 14 - Forks: 4

intheon/qascade

Qascade: Cascading File Keys

Language: Matlab - Size: 1.48 MB - Last synced: about 1 year ago - Pushed: about 6 years ago - Stars: 3 - Forks: 1

bmelo/matlab-eeg

Scripts to manipulate EEG data.

Language: Matlab - Size: 411 KB - Last synced: about 1 year ago - Pushed: about 6 years ago - Stars: 4 - Forks: 2

Aaronearlerichardson/Server_gui_client

A user interface for cloud based medical image storage

Language: Python - Size: 58.5 MB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

gmalik9/BabyConnectome

maintainance of the code for complex network analysis based modeling of Event Related Potential (ERP) electroencephalography (EEG) data from baby brain, can be applied to other data, including human brain.

Language: Python - Size: 24.4 KB - Last synced: about 1 year ago - Pushed: over 6 years ago - Stars: 4 - Forks: 2

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: about 1 year ago - Pushed: about 6 years ago - Stars: 2 - Forks: 0

simonguozirui/mindcraft

A brain-controlled Minecraft in Virtual Reality

Language: JavaScript - Size: 1.35 MB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 2 - Forks: 0

IAARhub/EEG-wink2voice-AI Fork of gmaggiotti/EEG-wink2voice-AI

EEG & deep learning project to detect blinking eyes

Language: Python - Size: 19.5 KB - Last synced: about 1 year ago - Pushed: over 6 years ago - Stars: 0 - Forks: 2

iraquitan/Grasp-and-lift-EEG-challenge Fork of alexandrebarachant/Grasp-and-lift-EEG-challenge

Code and documentation for the winning sollution to the Grasp-and-Lift EEG Detection challenge

Language: Python - Size: 233 KB - Last synced: about 1 month ago - Pushed: about 7 years ago - Stars: 1 - Forks: 0

awvis/BrainComputerInterface_Game

Brain Computer Interface controlled Training & Game

Language: Python - Size: 93.8 KB - Last synced: about 1 year ago - Pushed: over 7 years ago - Stars: 0 - Forks: 1