GitHub topics: brain-computer-interface

Repositories

curiousbrutus/fNIRS-Vise

NIRS-VIS is a Master Thesis Project for decoding visual stimuli from fNIRS brain data with transformers and autoencoders via Pytorch

Language: Jupyter Notebook - Size: 129 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

trialan/eeg

Classification of EEG motor-imagery data.

Language: Python - Size: 4.14 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 2 - Forks: 1

CerebusOSS/CereLink

Blackrock Microsystems Cerebus Link for Neural Signal Processing

Language: C++ - Size: 2.89 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 53 - Forks: 23

okbalefthanded/BCI-selected-papers

Curated list of seminal and breakthrough papers in the field of Brain-Computer Interfaces

Size: 21.5 KB - Last synced at: 3 months ago - Pushed at: 10 months ago - Stars: 3 - Forks: 1

Matjaz12/Brain-Computer-Interface

Brain computer interface, capable of classifying between two imaginary motor activities

Language: MATLAB - Size: 4.38 MB - Last synced at: 10 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

PhyAAt/PhyAAt.github.io

PhyAAt homepage

Language: HTML - Size: 39.4 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 1

matthewcso/NRGYorkU-Brain-Computer-Music-Interface

A project intended to generate music fitted to a person's emotional state as determined through real-time EEG recordings.

Language: Jupyter Notebook - Size: 151 MB - Last synced at: 11 months ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

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: 11 months ago - Pushed at: 11 months ago - Stars: 23 - Forks: 3

BanaanKiamanesh/Ultimate-BCI-Design

Classic BCI Algorithms implementation in MALTAB

Language: MATLAB - Size: 24.4 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

ctrltz/bci-brain-connectivity

Multiverse analysis of SNR and phase synchronization as predictors of sensorimotor BCI performance

Language: MATLAB - Size: 23.6 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

NeuroDiag/PyNoetic

Language: JavaScript - Size: 2.26 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

leonkoech/NeuroCognitive-Study-Assistant

Developed At Florida International University. Enhancing Student Focus and Performance with Brain-Computer Interfaces

Language: TypeScript - Size: 172 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 1

jimmy-oss/awaaards

Language: JavaScript - Size: 23.5 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

jimmy-oss/instaclone

The 𝒜𝒹𝓋𝑒𝓃𝑔𝒾𝓈𝓈💞 is social media web application where users can sign up to the application to start using

Language: JavaScript - Size: 31.5 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

MikeWangWZHL/EEG-To-Text 📦

code for AAAI2022 paper "Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification"

Language: Python - Size: 9.91 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 143 - Forks: 32

Prithvish04/NIYANTRA_mindswitch

A repository for the MindSWITCH project - BCI basic project.

Language: MATLAB - Size: 51.5 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

SohhamSeal/Random-Topic-PPTs

A set of presentations I had created for various seminar work and/or coursework

Size: 21.4 MB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

jranaraki/PersonalizedClassifierSelection

Code for applying personalized classifier selection to EEG data

Language: Python - Size: 1.86 GB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

wzhlearning/fNIRSNet

CNN-based fNIRS classification: Rethinking Delayed Hemodynamic Responses for fNIRS Classification

Language: Python - Size: 87.9 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 6 - Forks: 1

Ramiz03S/BCI

Python script for a brain-computer interface

Language: Python - Size: 11.7 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 1 - Forks: 0

dilmerv/NextMindDemos

VR NextMind Unity demos taught in YouTube

Language: C# - Size: 46.9 MB - Last synced at: 2 months ago - Pushed at: almost 4 years ago - Stars: 11 - Forks: 2

orvindemsy/EA-wLTL

combining Euclidean Alignment (EA) and weighted LTL to classify MI-based EEG

Language: Jupyter Notebook - Size: 6.77 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 6 - Forks: 2

shyammarjit/EEG-Emotion-Recognition

EEG-Based Emotion Recognition

Language: Jupyter Notebook - Size: 3.95 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 31 - Forks: 9

michaela10c/neural_spike_detection

Python Jupyter notebook for Neuralink Patent No. US 2021/0012909 A1, titled "Real-Time Neural Spike Detection"

Language: Jupyter Notebook - Size: 159 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

jmw182/central_utilities Fork of pitt-rnel/central_utilities

A collection of command-line utilities for use with Blackrock Microsystems Central software suite.

Language: C - Size: 103 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

pitt-rnel/central_utilities

A collection of unofficial command-line utilities for use with Blackrock Neurotech Central software suite.

Language: C - Size: 128 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 1

paul-shuvo/muse-data-acquisition-tool

:cyclone: A simple program to connect to the MUSE headband and save the EEG data. This can be used to configure experiments or to develop BCI applications.

Language: Python - Size: 9.77 KB - Last synced at: about 1 year ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 1

iankurgarg/Brain-Wave-Classification-HMM

Language: Python - Size: 147 MB - Last synced at: about 1 year ago - Pushed at: about 8 years ago - Stars: 3 - Forks: 1

martinwimpff/eeg-otta

Language: Python - Size: 1.59 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 7 - Forks: 0

martinwimpff/channel-attention

Language: Python - Size: 254 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 14 - Forks: 0

okbalefthanded/bbci_public Fork of bbci/bbci_public

MATLAB toolbox for Brain-Computer Interfacing (BCI)

Language: Matlab - Size: 3.6 MB - Last synced at: about 1 year ago - Pushed at: over 8 years ago - Stars: 2 - Forks: 0

Neurotech-Davis/EEG-Fear-Detection

Source code for loading and processing brainwave data correlated to fear.

Language: Jupyter Notebook - Size: 68.2 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

nazzacode/thesis--reimagining-computer-input

Thesis exploring the future of computer input. We discuss the theory, conduct case studies, then design and build a new input device to replace the computer keyboard for the advancing XR revolution.

Language: TeX - Size: 77.1 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 5 - Forks: 0

okbalefthanded/aawedha

Deep Learning toolbox for EEG based Brain-Computer Interface signals decoding and benchmarking

Language: Python - Size: 983 KB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 0

kimd98/Brain-Computer-Interface

Development Process and Prospects of BCI (SJC Undergraduate Research Symposium 2018 Honorable Mention)

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

htil/BCIDevice

Simple wrapper around the Web Bluetooth implementations of the Muse and Ganglion board

Language: TypeScript - Size: 43.9 KB - Last synced at: about 1 year ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 0

KonstantinosBarmpas/Causal-Framework-for-BCIs

[JNE] Journal of Neural Engineering

Size: 2.93 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Jakub-Ner/EEG-Feature-Analysis

Language: HTML - Size: 12.7 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

dvidd/neura

brain computer interface attempt

Language: Python - Size: 8.72 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

Awni00/neurol

A framework for implementing modular Brain-Computer Interfaces

Language: Python - Size: 20 MB - Last synced at: 23 days ago - Pushed at: about 2 years ago - Stars: 6 - Forks: 4

Armin-Abdollahi/Human-Emotion-Recognition

Brain Computer Interface: Deep Learning Approach to Predict Human Emotion Recognition

Language: Jupyter Notebook - Size: 7.81 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

enriquetomasmb/bci

Framework for P300 wave detection and noise-based cyberattacks in Brain-Computer Interfaces - Enrique Tomás Martínez Beltrán

Language: Jupyter Notebook - Size: 117 MB - Last synced at: 26 days ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 2

favorcat/semantic-decoding-fork Fork of HuthLab/semantic-decoding

Language: Python - Size: 45.9 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Arda-Computer/Arda

Arda is the productivity tool that brings the utility of a workstation with the portability of a laptop.

Language: C# - Size: 264 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 12 - Forks: 4

JulesGL/app_bci_eeg

A simple app using Streamlit and FastApi for a BCI using EEG

Language: Python - Size: 9.77 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

alessandrofacchin/msc-project

MSc Project

Language: Jupyter Notebook - Size: 63.5 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1

jtcostello/bcisimulator

A simple closed-loop BCI simulator for testing real-time neural decoding algorithms

Language: Python - Size: 45.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 30 - Forks: 2

VimalWill/Deep-Learning-Architecture-for-Motor-Imaged-Words

Neural Net Translator for Human Neural Signals

Language: Jupyter Notebook - Size: 122 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

ofou/neurotracker

🧠 Keep track of Brain-Computer Interface companies, development, and key metrics

Size: 13.7 KB - Last synced at: 7 days ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 0

orvindemsy/BCICIV2a-FBCSP

Implementation of filter bank common spatial pattern (FBCSP) for MI-based BCI in python

Language: Jupyter Notebook - Size: 554 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 27 - Forks: 7

The UniPA BCI Framework is an Augmented Brain-Computer Interface framework based on the P300 paradigm with further additional modules to perform the acquisition of eye gaze and physiological features.

Language: C++ - Size: 23.8 MB - Last synced at: 2 months ago - Pushed at: about 6 years ago - Stars: 10 - Forks: 2

catalinamagalvan/PySimMIBCI

Codes for employing PySimMIBCI for MI-EEG data generation and for using such data with FBCNetToolbox models

Language: Jupyter Notebook - Size: 3.03 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 7 - Forks: 2

lkorczowski/BCI-2021-Riemannian-Geometry-workshop

Riemannian Geometry workshop at vBCI Meeting 2021

Language: Jupyter Notebook - Size: 50 MB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 51 - Forks: 9

mesca/turnkey-bci

Towards Turnkey Brain-Computer Interfaces

Language: HTML - Size: 1.77 MB - Last synced at: about 1 year ago - Pushed at: over 7 years ago - Stars: 12 - Forks: 2

rameerez/brain-controlled-game Fork of urish/t-rex-brainer

Control Chrome's T-rex game with a BCI headset streaming EEG data through a LSL server

Language: JavaScript - Size: 2.93 MB - Last synced at: 6 months ago - Pushed at: about 5 years ago - Stars: 3 - Forks: 1

gianscuri/Brain-to-Image

Master's thesis project: decoding human visual perception analyzing electroencephalography signals.

Language: Jupyter Notebook - Size: 8.54 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

kebab-mai-haddi/eeg_simulator

An EEG Simmulator for Computational NeuroScience

Language: Python - Size: 5.23 MB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 18 - Forks: 4

MKnierim/openbci-ceegrids

Documentation for Reproducing & Using the OpenBCI cEEGrid Adapter

Language: Python - Size: 98.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 25 - Forks: 8

caee/MIDroneControl

OpenViBE BCI paradigm for controlling a drone

Language: C++ - Size: 198 KB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 3 - Forks: 0

rkobler/eyeartifactcorrection

Eye movement and blink-related EEG and MEG artifact correction algorithms

Language: MATLAB - Size: 36.4 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 16 - Forks: 6

phanquanghung/eeg-classification-api

EEG Classification API using Flask

Language: Python - Size: 125 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 1

aunnoy1321/Video-Category-Classification

Language: Matlab - Size: 408 MB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 1 - Forks: 1

orvindemsy/ea-tca-mi-bci

Using combination EA (Euclidean Alignment) and TCA (Transfer Component Analysis) for transfer learning approach for MI-based BCI. This work served as a research project for master's degree completion.

Language: Jupyter Notebook - Size: 9.76 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 2

mikaelhaji/MotorImagery

Motor Imagery System Using a Low-Cost EEG Brain Computer Interface.

Language: Jupyter Notebook - Size: 17.2 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 5 - Forks: 0

mikaelhaji/Emotion300

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

Language: JavaScript - Size: 1.6 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 4 - Forks: 0

EsiSeraj/ERP_Connectivity_EMG_Analysis

Essential Motor Cortex Signal Processing MATLAB Toolbox which implements various methods for three major aspects of investigating human motor cortex from Neuroscience view point: (1) ERP estimation and quantification, (2) Cortical Functional Connectivity analysis and (3) EMG quantification

Language: MATLAB - Size: 2.14 MB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 10 - Forks: 5

anthonyesp/low_density_eeg_asr

sharing code and data for artifact removal in EEG

Language: MATLAB - Size: 17.2 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

anthonyesp/channel_selection

Some studies regarding the selection of optimal channels in a BCI based on motor imagery

Language: MATLAB - Size: 762 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 0

bfinl/BCI_Connectivity

Codes and Sample Data for Mindful Meditation BCI Connectivity Study of Jiang et al., Scientific Report (2021)

Language: MATLAB - Size: 21.3 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 1

aliasvishnu/EEGNet 📦

[Old version] PyTorch implementation of EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces - https://arxiv.org/pdf/1611.08024.pdf

Language: Jupyter Notebook - Size: 169 KB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 221 - Forks: 61