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GitHub topics: eeg-signals

fasombi/RhysCornelious.github.io-BuddyEnhancedv1 Fork of RhysCornelious/RhysCornelious.github.io

I forked my boyfriend Rhys Cornelious’s portfolio to increase search visibility and accessibility. Implementations include keyword-optimized content, structured data (JSON-LD), GitHub Pages hosting, and dedicated project pages (HemoTrek, EEG controller, PCB business card).

Language: HTML - Size: 18.3 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 1 - Forks: 0

Mentalab-hub/explorepy

Python API for Mentalab biosignal aquisition devices

Language: Python - Size: 9.43 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 51 - Forks: 21

sync2brain/bossdevice-api-matlab

sync2brain's bossdevice RESEARCH Application Programmable Interface (API) for MATLAB

Language: MATLAB - Size: 56.7 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 10 - Forks: 5

raphaelvallat/yasa

YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.

Language: Python - Size: 169 MB - Last synced at: 5 days ago - Pushed at: 6 months ago - Stars: 499 - Forks: 120

MSA-LMC/PhysioSync

[TCSS 2025] The official implementation code for "PhysioSync: Temporal and Cross-Modal Contrastive Learning Inspired by Physiological Synchronization for EEG-Based Emotion Recognition"

Language: Python - Size: 338 KB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 5 - Forks: 1

craddm/eegUtils

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

Language: R - Size: 164 MB - Last synced at: 3 days ago - Pushed at: 2 months ago - Stars: 109 - Forks: 27

modirshanechi/pub-xumodirshanechi2021-PlosCB

Code and data for the publication Xu*, Modirshanechi*, Lehmann, Gerstner, and Herzog, PLOS Computational Biology (2021)

Language: Julia - Size: 6.47 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 0 - Forks: 1

teanijarv/EEG-pyline

EEG-pyline is a pipeline for EEG data pre-processing, analysis and visualisation created for neuroscience and mental health research.

Language: Jupyter Notebook - Size: 308 MB - Last synced at: 2 days ago - Pushed at: 7 months ago - Stars: 28 - Forks: 11

miltoncandela/chess-cognitive-load

Code and data for "Task Resolution Time Estimation through Cognitive Load: An EEG Study of Chess Players" (CogSci, 2025)

Language: Python - Size: 1.55 GB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 0 - Forks: 0

Lancelot14463/COGS_189_Brain_Computer_Interfaces

COGS_189_Brain_Computer_Interfaces đź§  Jupyter notebook for EEG P300 BCI: EDF import, filtering, epoching, midline ERP (Fz,Cz,Pz), and feature extraction for BigP3B.

Language: Jupyter Notebook - Size: 154 KB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 0 - Forks: 0

Yash-Bandal/EEG-Medneuro-2025

A research Project that studies the effect of iTBS on working memory of healthy young adults by analyzing EEG brainwaves

Language: JavaScript - Size: 1.65 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 0 - Forks: 0

pieeg-club/ironbci

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

Language: Python - Size: 32.9 MB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 543 - Forks: 50

comojin1994/eegmixer

Train Once, Transfer Anywhere: Toward Device-Homogeneous MI-EEG Decoding

Language: Python - Size: 16.5 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 0 - Forks: 0

JZK00/EEG-DIF

EEG-DIF: Early Warning of Epileptic Seizures through Generative Diffusion Model-based Multi-channel EEG Signals Forecasting

Language: Python - Size: 5.93 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 31 - Forks: 3

amrzhd/EEG-MSCNN

This project explores the impact of Multi-Scale CNNs on the classification of EEG signals in Brain-Computer Interface (BCI) systems. By comparing the performance of two models, EEGNet and MSTANN, the study demonstrates how richer temporal feature extractions can enhance CNN models in classifying EEG signals

Language: Jupyter Notebook - Size: 107 KB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 75 - Forks: 1

andymgibson/COGS_189_Brain_Computer_Interfaces

This repository hosts a Jupyter notebook for loading, preprocessing, and analyzing the BigP3BCI dataset, focusing on P300 oddball event‑related potentials (ERPs) in an EEG brain–computer interface (BCI) paradigm.

Language: Jupyter Notebook - Size: 153 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

hootbu/HMS-Harmful_Brain_Activity_Competition

Automated classification of harmful brain activity using EEG spectrograms and XGBoost. Developed for the Harvard Medical School Research Code Competition.

Language: Jupyter Notebook - Size: 157 KB - Last synced at: 8 days ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

atiilla/brain-computer-interface

A Python-based Brain-Computer Interface (BCI) project that uses the MindWave EEG headset to create interactive applications controlled by brainwave signals. This project demonstrates real-time processing of attention, meditation, and various EEG frequency bands to control games and visualize brain activity.

Language: Python - Size: 1.4 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

pieeg-club/EEGwithRaspberryPI

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

Language: Python - Size: 34.1 MB - Last synced at: 14 days ago - Pushed at: 5 months ago - Stars: 905 - Forks: 90

AdamKalina/Cuculus

Language: C - Size: 118 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

arkanivasarkar/EEG-Data-Augmentation-using-Variational-Autoencoder

Improving performance of motor imagery classification using variational-autoencoder and synthetic EEG signals

Language: Jupyter Notebook - Size: 29.3 KB - Last synced at: about 1 month ago - Pushed at: 10 months ago - Stars: 44 - Forks: 10

likith012/preprocess-EEG

A notebook on visualizing and preprocessing of the EEG signals

Language: Jupyter Notebook - Size: 11.6 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 2 - Forks: 3

Jihagen/LLM-RSA-Project

Master Project Repository: Neural and Artificial Correlates in Language Processing: A Comparative Study of LLMs and EEG Data

Language: Jupyter Notebook - Size: 16.1 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

matt-balda/.tcc.eeg-signals-neuropsychiatric

BrainDx: Binary and Multiclass Models

Language: Jupyter Notebook - Size: 57.3 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

Ghada-Ataaoui/EEG-Signal-Processing

EEG Emotion Recognition using DEAP Dataset.

Language: Jupyter Notebook - Size: 1.88 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0

nikk-nikaznan/Subject-Invariant-SSVEP-GAN

Code to accompany our International Conference on Pattern Recognition (ICPR) paper entitled - Leveraging Synthetic Subject Invariant EEG Signals for Zero Calibration BCI.

Language: Python - Size: 403 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 44 - Forks: 9

PrinceEGY/pymindwave2

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

Language: Python - Size: 824 KB - Last synced at: 14 days ago - Pushed at: 8 months ago - Stars: 9 - Forks: 0

AshrithSagar/EEG-Imagined-speech-recognition

Imagined speech recognition using EEG signals. KaraOne database, FEIS database.

Language: Python - Size: 337 KB - Last synced at: 2 days ago - Pushed at: 2 months ago - Stars: 18 - Forks: 1

kevmtan/electroCUDA

Robust electrophysiology tools with GPU acceleration

Language: Cuda - Size: 256 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 18 - Forks: 1

Nikeshbajaj/spkit

Signal Processing Toolkit, including ML models with visualization

Language: Python - Size: 60.7 MB - Last synced at: 7 days ago - Pushed at: 2 months ago - Stars: 32 - Forks: 31

alexenge/hu-neuro-pipeline

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

Language: Python - Size: 801 KB - Last synced at: about 21 hours ago - Pushed at: about 23 hours ago - Stars: 19 - Forks: 4

miretteamin/MindEase Fork of iakozlov/mindease

Language: Swift - Size: 17.8 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

NeuroCognitiveImagingLab/BIDS

Template for new EEG studies in NCIL, using BIDS-compliant structure and scripts to import data.

Language: Jupyter Notebook - Size: 5.43 MB - Last synced at: 3 days ago - Pushed at: 2 months ago - Stars: 0 - Forks: 1

ufvceiec/EEGRAPH

EEGraph: Convert EEGs to graphs with frequency and time-frequency domain connectivity measures.

Language: Python - Size: 153 MB - Last synced at: 2 months ago - Pushed at: almost 2 years ago - Stars: 148 - Forks: 43

akhbow/AWRP

Official implementation of AWRP encoding for EEG-based emotion recognition, as proposed in our IEEE Access 2024 paper.

Language: Python - Size: 3.91 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

pratzohol/Movement-Detection-using-EEG Fork of JayMoghariya/Movement-Detection-using-EEG

Early detection of limb movement using EEG signals.

Language: Python - Size: 11.8 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

tahaaa22/Signal-Acquisition-and-BCI

EEG data classification for eye state detection using AutoML frameworks

Language: Jupyter Notebook - Size: 10.7 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

ngebodh/GX_tES_EEG_Physio_Behavior

Supporting code for the GX Dataset

Language: HTML - Size: 31.1 MB - Last synced at: 3 days ago - Pushed at: 3 months ago - Stars: 24 - Forks: 10

bnicenboim/eeguana

A package for manipulating EEG data in R.

Language: R - Size: 480 MB - Last synced at: 6 days ago - Pushed at: 4 months ago - Stars: 24 - Forks: 9

maxkayser/ECTMetrics

A Python Library for Calculating Seizure Quality Indices in Electroconvulsive Therapy

Language: Python - Size: 2.35 MB - Last synced at: 3 days ago - Pushed at: 4 months ago - Stars: 1 - Forks: 1

berdakh/P3Net

Source codes for reproducing the results presented in "A Systematic Deep Learning Model Selection for P300-Based Brain-Computer Interfaces" paper.

Language: Python - Size: 44.4 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 11 - Forks: 2

Mohammed2372/EEG-Motor-Imagery-Pacman

EEG Signals Motor Imagery Game - pacman

Language: Jupyter Notebook - Size: 118 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

Prog-Jacob/watermarking-eeg-models

The code used for training and evaluating CCNN, TSCeption, and EEGNet models on the DEAP dataset for the Protecting Intellectual Property of EEG-based Neural Networks with Watermarking research paper.

Language: Python - Size: 72.3 KB - Last synced at: about 1 month ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

carpentries-incubator/SDC-BIDS-EEG-EEGLAB

Working with EEGLAB and BIDS-EEG

Size: 19.4 MB - Last synced at: 2 days ago - Pushed at: 5 days ago - Stars: 5 - Forks: 3

kirstenstark/eeg-ride

Separating EEG data into stimulus- and response-related components using Residue Iteration Decomposition (RIDE)

Language: MATLAB - Size: 405 KB - Last synced at: 4 days ago - Pushed at: 4 months ago - Stars: 3 - Forks: 0

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.

Language: Jupyter Notebook - Size: 112 KB - Last synced at: 4 months ago - Pushed at: 12 months ago - Stars: 129 - Forks: 8

carpentries-incubator/SDC-EEGLAB

Processing data with EEGLAB

Language: HTML - Size: 51.3 MB - Last synced at: 3 days ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 2

neurotech-berkeley/neurotech-course

CS198-96: Intro to Neurotechnology @ UC Berkeley

Language: Jupyter Notebook - Size: 200 MB - Last synced at: 4 months ago - Pushed at: over 3 years ago - Stars: 357 - Forks: 85

ty-fel/GANs-for-Medical-Data

Code to run experiments generating synthetic time series medical data

Language: Python - Size: 402 KB - Last synced at: 4 months ago - Pushed at: almost 3 years ago - Stars: 5 - Forks: 1

hamidatb/NeuroTune

A web app that empowers individuals with motor and speech impairments by offering a hands-free, personalized music experience. Through SVM-based eye tracking and KAN-powered EEG mood detection, NeuroTune translates neural and gaze inputs into seamless music control, redefining independence through technology.

Language: Python - Size: 1.15 GB - Last synced at: 4 months ago - Pushed at: 4 months 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 at: about 1 month ago - Pushed at: almost 4 years ago - Stars: 31 - Forks: 10

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: 4 months ago - Pushed at: over 1 year ago - Stars: 220 - Forks: 48

abhiramnaik33/NEUROCALM

đź§  NeuroCalm

Language: Jupyter Notebook - Size: 28.2 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 4 - Forks: 0

comojin1994/DFformer

Towards Domain Free Transformer for Generalized EEG Pre-training

Language: Python - Size: 3.06 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 26 - Forks: 2

HasibAlTahsin/HasibAlTahsin09

EEG Signal Analysis: A Comprehensive Review and Comparative Study

Language: Jupyter Notebook - Size: 0 Bytes - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

Amir-Hofo/EEGNet

This code implements the EEG Net deep learning model using PyTorch. The EEG Net model is based on the research paper titled "EEGNet: A Compact Convolutional Neural Network for EEG-based Brain-Computer Interfaces".

Language: Jupyter Notebook - Size: 337 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 33 - Forks: 1

HosseinAtrsaei/EEG-Signal-Processing

MATLAB analysis of EEG signals: time/frequency domain, brainwave extraction (α, β, δ, θ, γ), and sleep stage detection using real EEG data.

Size: 3.57 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

chrysatbr/EEG-Emotion-Recognition

emotion recognition through eeg by using HOS method

Language: MATLAB - Size: 213 MB - Last synced at: 5 months ago - Pushed at: over 3 years ago - Stars: 11 - Forks: 3

SuperBruceJia/EEG-BayesianCNN

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

Language: Python - Size: 204 KB - Last synced at: 3 months ago - Pushed at: almost 5 years ago - Stars: 30 - Forks: 3

CogNetLab/CogNetLab1.github.io Fork of andrewbanchich/forty-jekyll-theme

Mo's Lab Website

Size: 2.41 MB - Last synced at: 6 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Shrutakeerti/Eye-Gaze-Detection

This repo contains everything that I have done at IIT Jodhpur Summer Internship May 15 - July 15

Language: Python - Size: 129 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

msadeqsirjani/eeg-based-epilepsy-detection

Examining EEG brain signals of people with epilepsy

Language: Jupyter Notebook - Size: 21.5 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0

alesandraishak/BR4IN.IO-IEEE-Hackathon-Fall-2024

Created an Art generator, using the Unicorn EEG Headset, to generate an art piece based on the users changing levels in their alpha ratio, indicating stress level changes. The art will be more chaotic and dark if the user is stressed, and brighter with more whitespace if the user is in a relaxed, happy state.

Language: Python - Size: 40.1 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

bruAristimunha/Re-Deep-Convolution-Neural-Network-and-Autoencoders-Based-Unsupervised-Feature-Learning-of-EEG

Language: Jupyter Notebook - Size: 111 MB - Last synced at: 4 months ago - Pushed at: about 3 years ago - Stars: 21 - Forks: 7

glasgowneuro/AttysEEG

EEG program for the Attys

Language: Java - Size: 70.4 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

roychowdhuryresearch/HFO_Detector

HFODetector is Python package that that is capable of detecting HFOs with STE / MNI / Hilbert detector. Detection speed is increased by using multiprocessing.

Language: Python - Size: 337 KB - Last synced at: 13 days ago - Pushed at: 7 months ago - Stars: 9 - Forks: 2

sophiamoyen/ubatuba

Using ML for automatic epilepsy seizure detection based on EEG siganls for the project seminar "Wettbewerb KI in der Medizin" im Wintersemester 2023/24

Language: Jupyter Notebook - Size: 49.4 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

nikhilarokkam/EEG-BASED-EPILEPTIC-SEIZURE-PREDICTION-USING-ENSEMBLE-LEARNING

This project focuses on predicting epileptic seizures using EEG signals and ensemble learning techniques. It aims to provide accurate and timely predictions to help individuals with epilepsy manage their condition more effectively.

Language: Python - Size: 6.9 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 5 - Forks: 0

habibkhan099/EEG-Signal-Enhancement-and-EMG-Noise-Reduction

EEG Signal Processing & Enhancement tool using Tkinter GUI. It performs bandpass filtering, EMG noise reduction via Wavelet Transform, and Savitzky-Golay smoothing. Supports EDF file input/output, visualization, and SNR calculation. Processed signals can be saved in EDF format. See README.md for details.

Language: Python - Size: 139 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

adityamhaske/Multimodal_Depression_Analysis

Multimodal System for Depression Analysis using Machine Learning Techniques by Observing Human Behaviour

Language: Jupyter Notebook - Size: 17 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

soumyajit4419/Emotion-Recognition-from-Psychological-Signals

Detection of human emotions from eeg signals using the amigos dataset

Language: Jupyter Notebook - Size: 784 MB - Last synced at: 4 months ago - Pushed at: about 4 years ago - Stars: 25 - Forks: 4

AMSelim/Master_Thesis

This repository holds the public access to my Computer Science M.Sc. Thesis Code Implementation

Language: Python - Size: 50.7 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 1

zrr1999/eeg-networks-pytorch

Implementation of various simple networks based on PyTorch to classify EEG signals.

Language: Python - Size: 50.8 KB - Last synced at: 5 months ago - Pushed at: 10 months ago - Stars: 8 - Forks: 0

SeyedMuhammadHosseinMousavi/Synthetic-Data-Generation-by-Supervised-Neural-Gas-Network

Synthetic Data Generation by Supervised Neural Gas Network for Physiological Emotion Recognition Data

Language: Python - Size: 2.23 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

lcsig/Sleep-Stages-Classification-by-EEG-Signals

MATLAB Project to Classify Different Sleep Stages of the EEG Signals using Machine Learning (Random Forest and Support Vector Machine)

Language: MATLAB - Size: 140 MB - Last synced at: 4 months ago - Pushed at: 8 months ago - Stars: 10 - Forks: 0

blandger/mielophone

Unofficial, personal project for BrainBit EEG BLE device data gathering

Language: Rust - Size: 139 KB - Last synced at: 5 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

5a7man/eeg_fConn

Python library to compute functional connectivity measures from EEG

Language: Python - Size: 20.5 KB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 10 - Forks: 3

yaswhar/eeg-Olfactory-Biomarker

Course Project - Finished.

Language: MATLAB - Size: 85.5 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

alamkanak/EEG-Correlation

Language: Jupyter Notebook - Size: 486 MB - Last synced at: 2 days ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

jamesmcaleer/SignalsToInterface

A Jupyter notebook blog about building a strong foundation in machine learning to apply to Brain-Computer-Interfaces (BCI)

Language: HTML - Size: 1.35 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

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: 9 months ago - Pushed at: 9 months ago - Stars: 9 - Forks: 1

Armin-Abdollahi/Signal-Processing

It features tutorials on using the EEGLAB toolbox and MNE-Python, guiding users through the basics of EEG data handling, pre-processing, and artifact removal.

Language: Jupyter Notebook - Size: 33.8 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 5 - Forks: 0

riggraz/valence-arousal-classification-from-eeg

Statistical comparison study of valence-arousal classifiers from EEG signals on DEAP and MANHOB datasets

Language: Python - Size: 159 MB - Last synced at: 5 months ago - Pushed at: almost 3 years ago - Stars: 11 - Forks: 1

ysimonson/cleanroom

A tool for visualizing EEG brainwaves from Muse headsets

Language: Python - Size: 945 KB - Last synced at: 5 months ago - Pushed at: over 6 years ago - Stars: 18 - Forks: 5

roychowdhuryresearch/pyHFO

STE/MNI HFO detection, classification and visualization

Language: Python - Size: 190 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 8 - Forks: 1

Abdelrhman-Ellithy/GP-EEG-Controlled-Robotic-Arm

This project showcases the development of an EEG-controlled 4DOF Robotic Arm using the STM32f103c8t6 microcontroller (Blue Pill). The arm is designed to perform basic movements controlled by EEG signals, making it suitable for assistive technologies and prosthetic applications.

Language: C - Size: 860 KB - Last synced at: 3 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

hanzopgp/BrainDataAugmentation

Brain EEG signal data augmentation using synthetic signals generated by a single step diffusion probabilistic model.

Language: Jupyter Notebook - Size: 175 MB - Last synced at: 5 months ago - Pushed at: over 2 years ago - Stars: 18 - Forks: 1

comojin1994/proximity-to-boundary-score

A Novel Adversarial Approach for EEG Dataset Refinement: Enhancing Generalization through Proximity-to-Boundary Scoring

Language: Python - Size: 2.11 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 7 - Forks: 0

Avichaurasia/NeuroIDBench

NeuroIDBench: An Open-Source Benchmark Framework for the Standardization of Methodology in Brainwave-based Authentication Research

Language: Jupyter Notebook - Size: 62.5 MB - Last synced at: 8 months ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 1

KonstantinosBarmpas/GenAI4Health-BCIs-Safety

[NeurIPS2024] Neural Information Processing Systems(2024) - Workshop on GenAI for Health: Potential, Trust and Policy Compliance (GenAI4Health)

Size: 2.93 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

KonstantinosBarmpas/Causality-for-LBMs

[NeurIPS2024] Neural Information Processing Systems(2024) - Workshop on Causality and Large Models (CaLM)

Size: 2.93 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

exanova-y/intersubject-coherence

project for neurohackathon at AGI house

Language: Python - Size: 824 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

SeyedMuhammadHosseinMousavi/Synthetic-Data-Generation-Algorithms

Synthetic Data Generation Algorithms (VAE-GAN-Diffusion Model-LSTM-Copula)

Language: Python - Size: 5.5 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

EnAnsari/Bachelor-final-project

This repository contains my final bachelor project. This project includes the presentation and explanation of an article about converting thoughts into text

Language: Jupyter Notebook - Size: 36.9 MB - Last synced at: 6 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

AlessioLucciola/eeg-personality-estimation

This project proposes an innovative approach to personality estimation from EEG data using Transformer architectures.

Language: Python - Size: 88.3 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

sisinflab/NeuroSense

A Novel EEG Dataset Utilizing Low-Cost, Sparse Electrode Devices for Emotion Exploration

Size: 9.77 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

NirajBagh/ERD-ERS-Brain-Patterns-in-Brain-Computer-Interface

Quantification of ERD/ERS brain patterns in Motor Imagery Based BCI

Language: MATLAB - Size: 2.07 MB - Last synced at: 10 months ago - Pushed at: about 3 years ago - Stars: 4 - Forks: 0

Junaidk11/eeglab_DSP

Using EEGLAB to process EEG signal from a subject in a resting-wakeful state with their eyes opened and closed.

Language: MATLAB - Size: 31.5 MB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 0

s42255/EEG-Signal-Processing

I have utilized MNE-Python Library to study eeg files. I have tried to implement my theoretical knowledge of signal processing. This was my first experience in the field of Brain Computer Interface. Biomedical Engineering fascinates me and I find these amazing. There is another open-source MATLAB Library called EEGLab, GUI based.

Language: Jupyter Notebook - Size: 4.6 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

MDFahimAnjum/LiPCoT

Linear Predictive Coding based Tokenizer for self-supervised learning of time series via BERT. Article: https://arxiv.org/abs/2408.07292

Language: Jupyter Notebook - Size: 715 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

Related Keywords
eeg-signals 271 eeg 120 eeg-analysis 68 eeg-classification 56 machine-learning 50 deep-learning 46 eeg-signals-processing 40 python 38 signal-processing 34 eeg-data 33 bci 33 neuroscience 25 brain-computer-interface 24 matlab 22 pytorch 18 tensorflow 12 eeg-headset 11 classification 10 emotion-recognition 10 eeglab 10 motor-imagery 8 motor-imagery-classification 8 cnn 8 neural-networks 8 mne-python 8 bci-systems 8 ecg-signal 7 biosignals 7 eeglab-toolbox 7 electroencephalography 6 time-series 6 convolutional-neural-networks 6 eegnet 6 brainwave 6 muse 6 biomedical-engineering 6 eeg-readings 5 android 5 arduino 5 neural-network 5 neuroimaging 5 mne 5 brain 5 brain-computer-interfaces 5 python3 5 electroencephalogram 4 causality 4 neurosky-mindwave-headset 4 lstm 4 self-supervised-learning 4 cognitive-neuroscience 4 r 4 neurosky-mindwave 4 deep-neural-networks 4 ssvep 4 human-computer-interaction 4 visualization 4 random-forest 4 data-analysis 4 keras 4 svm 4 mindwave 4 transfer-learning 4 eeg-dataset 4 computer-vision 4 tacs 4 motor-imagery-eeg 4 transformer 4 biomedical-signal-processing 4 emg 4 brainwaves 4 sleep-analysis 4 workshop 4 biomedical-data-science 4 spectrogram 4 physiological-signals 4 deap-dataset 4 psychology 4 csp 3 data-visualization 3 emg-signals 3 ai 3 neurosky 3 edf 3 data-augmentation 3 preprocessing 3 generative-adversarial-network 3 mindwave-headset 3 motor-imagery-tasks 3 artificial-intelligence 3 time-series-analysis 3 signal 3 wavelet-transform 3 fft 3 sleep-eeg 3 sleep-stage-classification 3 eeg-net 3 knn 3 feature-extraction 3 spectral-analysis 3