Lancelot14463/COGS_189_Brain_Computer_Interfaces

COGS_189_Brain_Computer_Interfaces 🧠 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: 13 days ago - Pushed at: 13 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: 17 days ago - Pushed at: 18 days ago - Stars: 543 - Forks: 50

atonkamanda/awesome-ai-brain-computer-interface

Must-read papers on machine learning, deep learning, reinforcement learning and other learning methods for brain-computer interfaces.

Size: 109 KB - Last synced at: 1 day ago - Pushed at: 10 months ago - Stars: 93 - Forks: 4

NevVerVer/DBS-Gym

RL Environment and Benchmark pipeline. Code accompanying paper "Neurophysiologically Realistic Environment for Comparing Adaptive Deep Brain Stimulation Algorithms in Parkinson’s Disease"

Language: Jupyter Notebook - Size: 16.3 MB - Last synced at: 24 days ago - Pushed at: 24 days ago - Stars: 15 - Forks: 0

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: 26 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

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: 13 days ago - Pushed at: 5 months ago - Stars: 905 - Forks: 90

MILANIUSZ/I-VEP

Repository for the I-VEP BCI paradigm

Language: Python - Size: 12.7 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

WashifAkhtar/Real-Time_EEG_Stress_Monitoring_and_Control

This repository contains a Real-Time Brain-Computer Interface (BCI) System for stress monitoring and control using EEG signals. It captures live brainwave data, detects stress levels using machine learning, and enables real-time responses for health, wellness, or interactive applications.

Language: Jupyter Notebook - Size: 24.3 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

iman-yousefi/EEG-Motor-Imagery-Classification

Region-Level Feature Extraction and Common Spatial Patterns (CSP) for EEG motor imagery classification, using a custom deep learning model.

Language: Jupyter Notebook - Size: 28.3 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0

hyungkwonko/awesome-bci

Collection of Papers and Datasets about Brain-Computer Interface

Language: JavaScript - Size: 660 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - 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

Matnay/BCI-Eye-Tracking-Quadcopter-Controller

Quadcopter Control Along with sensor fusion of EEG data along with eye tracking data using the Extended Kalman Filter

Language: Python - Size: 1.47 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 4 - Forks: 1

splithor1zon/EEG-ReMake

This project is based on work of OpenEEG project and Olimex's implementation of it. This project is free to use, but is bound by Creative Commons Attribution-Sharealike license. More info can be found at http://openeeg.sourceforge.net .

Size: 116 MB - Last synced at: 5 months ago - Pushed at: 9 months ago - Stars: 5 - Forks: 0

nikk-nikaznan/SSVEP_Stimuli

Code to accompany our International Conference on Robotics and Automation (ICRA) paper entitled - Using variable natural environment brain-computer interface stimuli for real-time humanoid robot navigation.

Language: Python - Size: 43 KB - Last synced at: 9 months ago - Pushed at: about 1 year ago - Stars: 10 - Forks: 2

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

edw4rdyao/eeg_mi_dl

A research repository of deep learning on electroencephalographic (EEG) for Motor imagery(MI), including eeg data processing(visualization & analysis), papers(research and summary), deep learning models(reproduction and experiments).

Language: Jupyter Notebook - Size: 877 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 50 - Forks: 4

yaxan/EEG-gaming-and-speech

EEG Brain-Computer Interface to play Flappy Bird and use SSVEP to communicate

Language: Python - Size: 5.13 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 23 - Forks: 3

NeuroDiag/PyNoetic

Language: JavaScript - Size: 2.26 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

becares/bci-deep-learning-abecares

BCI system for motor imagery classification using convolutional neural networks

Size: 110 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

JocelynVelarde/Mind-Controlled-Hand-Prosthesis

Here lies a collection of Python scripts used to connect OpenVibe and Arduino using several Machine Learning algorithms in order to control a hand prosthesis

Language: Python - Size: 4.88 KB - Last synced at: 6 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

sajjadkarimi91/motor-imagery-BCI

A MATLAB toolbox for classification of motor imagery tasks in EEG-based BCI system with CSP, FB-CSP and BSSFO

Language: MATLAB - Size: 9.86 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 4 - Forks: 1

mikaelhaji/Emotion300

The Emotion 300 Project: An Emotion Classification Messaging App w/ P300 Speller.

Language: JavaScript - Size: 1.6 MB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 4 - Forks: 0

JohnBoxAnn/TSGL-EEGNet

Language: Python - Size: 32.6 MB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 6 - Forks: 4

MitchellTesla/MATLAB-BCI

Python Brain-Computer Interface Software. MATLAB toolbox's for Brain-Computer Interfacing (BCI) R&D

Language: MATLAB - Size: 2.24 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 2

santiagoLabs/EEG-Brain-Computer-Interface-to-play-Pong

Developed an Electroencephalography(EEG) based Brain Computer Interface to play Pong with brain activity

Language: Python - Size: 6.99 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 6 - Forks: 2

mikaelhaji/UnsupervisedArtefactDetection

Eye-Blink Artefact Detection From Low-Cost EEG Brain Computer Interface with k-means++

Language: Python - Size: 15.5 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 2

abcsds/NPLab

Neurophysiology Lab Course

Language: Python - Size: 40 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 1

Gashpid/HEXEEG

A prototype of BCI medical equipment was designed based on Neurofeedback techniques.

Language: Python - Size: 179 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 1

JARV1307/-Brain-computer-interfaces-for-device-control-using-artificial-intelligence-algorithms.

Development of a Brain - Computer Interface (BCI) based on artificial intelligence algorithms to classify patterns of experiments using Steady State Visually Evoked Potentials (SSVEP)

Language: Jupyter Notebook - Size: 1.24 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

EsiSeraj/EEG-PhaseFreq-Analysis

Cerebral Signal's Instantaneous Parameters (Phase, Frequency & Envelope) Estimation & Analysis MATLAB Toolbox

Language: Matlab - Size: 1.85 MB - Last synced at: over 2 years ago - Pushed at: about 7 years ago - Stars: 14 - Forks: 10

Jash-2000/Bio-Medical-Engineering

Projects corresponding to the domain of electronic and vision-based bio-medical engineering.

Language: Jupyter Notebook - Size: 143 MB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 7 - Forks: 2

DarwinEcosystem/Cognitive-Stories

A Darwin Ecosystem open source Cognitve project with BCI systems and IBM Watson Technology

Language: HTML - Size: 619 MB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 14 - Forks: 3

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 at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 1

Matnay/Mind_Controlled_Drone

Contains all the code that was used to make a mind controlled drone using the Neurosky Mindwave Headset.

Language: Python - Size: 11.7 KB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 7 - Forks: 2

WriessneggerLab/template-project

A template for research projects.

Language: Jupyter Notebook - Size: 7.81 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

darkfanxing/IE-AIOT

A BCI (Brain Computer Interface) project for innovation, entrepreneurship and AIOT contest

Language: Python - Size: 108 MB - Last synced at: 6 months ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 1

oskbed/ProjectBCI

Python Brain Computer Interface using SSVEP

Size: 608 KB - Last synced at: 2 months ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 5

djmv/BCI-Final_Project

Aquí se implementa una interfaz cerebro-computadora basada en ritmos cerebrales alfa para el control de una animación

Language: Python - Size: 15.6 KB - Last synced at: over 2 years ago - Pushed at: almost 8 years ago - Stars: 1 - Forks: 0