bci

There are 29 repositories under bci topic.

omi
BasedHardware / omi
AI wearables. Put it on, speak, transcribe, automatically
ai app bci c flutter friend mobile necklace nextjs omi personas python smartglasses summary transcription wearable
Language:C 7173
wukong-robot
wzpan / wukong-robot
🤖 wukong-robot 是一个简单、灵活、优雅的中文语音对话机器人/智能音箱项目，支持ChatGPT多轮对话能力，还可能是首个支持脑机交互的开源智能音箱项目。
ai alexa amazon-echo anyq asr bci chatgpt google-home gpt3 homeassistant muse openai raspeberry-pi snowboy speaker tts unit
Language:Python 7013
scouter-project / scouter
Scouter is an open source APM (Application Performance Management) tool.
scouter apm java-application monitoring performance performance-monitoring asm bytecode bci performance-metrics agent metrics scouter-series tomcat
Language:Java 2150
brainflow
brainflow-dev / brainflow
BrainFlow is a library intended to obtain, parse and analyze EEG, EMG, ECG and other kinds of data from biosensors
bci biosensor biosensors biosignals brain-computer-interface brain-control brain-machine-interface brainflow ecg eeg eeg-analysis emg emg-signal muse neuroscience openbci python signal-processing
Language:C++ 1517
EEGwithRaspberryPI
pieeg-club / EEGwithRaspberryPI
Not supported. Measure 8 EEG channels with Shield PiEEG and RaspberryPi in C library
pieeg eeg ads1299 bci bci-systems open-source ironbci biosignal texas-instruments eeg-signals-processing eeg-signals diy-solutions diy-electronics raspberry-pi raspberrypi raspberry-pi-3 raspberry-pi-4
Language:Python 915
moabb
NeuroTechX / moabb
Mother of All BCI Benchmarks
brain-computer-interface machine-learning eeg neuroscience bci bci-benchmarks
Language:Python 867
pieeg-club / ironbci
Wearable (BLE) Brain-Computer Interface, ADS1299 and STM32 with SDK for mobile application
ads1299 eeg bci ironbci stm32 eeg-signals-processing eeg-signals eeg-classification eeg-headset eeg-data bci-systems bci-homework
Language:Python 554
TBC-TJU / MetaBCI
MetaBCI: China’s first open-source platform for non-invasive brain computer interface. The project of MetaBCI is led by Prof. Minpeng Xu from Tianjin University, China.
bci platform
Language:Python 452
DeepBCI / Deep-BCI
An open software package to develop BCI based brain and cognitive computing technology for recognizing user's intention using deep learning
bci deep-learning brain ssvep erp motor-imagery cognitive eeg nirs open-source
Language:C 400
eegsynth / eegsynth
Converting real-time EEG into sounds, music and visual effects
bci eeg ecg emg synthesizer fieldtrip redis art-net dmx midi osc
Language:Python 382
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
eegnet pytorch eeg-analysis eeg-classification p300 brain-computer-interface convolutional-neural-networks bci speller
Language:Jupyter Notebook 340
Sentdex / BCI
Brain-Computer interface stuff
bci brain-computer-interface
Language:Python 327
ChilloutCharles / BrainFlowsIntoVRChat
BrainFlow code that sends your brain's relaxation, focus metrics, and machine learned thought commands to vrchat avatar paramaters via OSC.
bci osc vr vrchat
Language:Python 314
snailpt / CTNet
CTNet: A Convolutional Transformer Network for EEG-Based Motor Imagery Classification
cnn motor-imagery transformer mi-eeg eeg-classification bci eeg-analysis eeg-transformer mi-eeg-classification ctnet conv-transformer brain-computer-interface attention eeg-decoding
Language:Jupyter Notebook 314
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 297
Deep-Learning-for-BCI
xiangzhang1015 / Deep-Learning-for-BCI
Resources for Book: Deep Learning for EEG-based Brain-Computer Interface: Representations, Algorithms and Applications
eeg bci deep-learning machine-learning datamining artificial-intelligence
Language:Jupyter Notebook 264
NeuroTechX / eeg-101
Interactive neuroscience tutorial app using Muse and React Native to teach EEG and BCI basics.
eeg muse android plotting react-native bci
Language:JavaScript 259
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 192
zwcolin / EEG-Transformer
A ViT based transformer applied on multi-channel time-series EEG data for motor imagery classification
eeg-classification bci vit transformer
Language:Python 182
dashersw / brain-bits
A P300 online spelling mechanism for Emotiv headsets. It's completely written in Node.js, and the GUI is based on Electron and Vue.
bci p300 electron nodejs neural-networks
Language:JavaScript 180
timeflux / timeflux
The programming interface for your body and mind
bci bci-speller biosensors biosignals brain-computer-interface brain-control brain-machine-interface ecg eda eeg emg gsr ppg signal-processing timeflux
Language:Python 179
pwstegman / bci.js
:bar_chart: EEG signal processing and machine learning in JavaScript
bci eeg javascript machine-learning signal-processing
Language:JavaScript 162
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.
convolutional-neural-networks deep-learning depthwise-convolutions depthwise-separable-convolutions eeg eeg-signals eegnet python pytorch signal-processing bci bci-systems machine-learning
Language:Jupyter Notebook 153
RonanB96 / Low-Cost-EEG-Based-BCI
Low Cost Electroencephalogram Based Brain-Computer-Interface
bci bioamplifier brain-computer-interface ecg eeg electroencephalogram electroencephalography emg eog nucleo
Language:C 149
studio
neuromore / studio
neuromore Studio is your all-in-one biofeedback suite
biofeedback neurofeedback neuroscience eeg bci cplusplus
Language:C++ 141
BciPy
CAMBI-tech / BciPy
Python Brain-Computer Interface Software
python python3 brain-computer-interface eeg language-model data-acquisition signal-processing bci
Language:Python 138
apachecn / awesome-bci-zh
脑机接口资源汇总
awesome bci
132
neurosity / eeg-pipes
Digital signal processing utilities as RxJS operators for working with EEG data in Node and the Browser
bci eeg fft opensource rxjs
Language:TypeScript 114
KimUyen / ConvLSTM-Pytorch
Implementation of ConvLSTM in pytorch applied for BCI (Brain Machine Interface) following paper: Convolutional LSTM Network-A Machine Learning Approach for Precipitation Nowcasting
pytorch bci convlstm brain-computer-interface convlstm-pytorch convlstm-network bci-decoder
Language:Python 105
IoBT-VISTEC / MIN2Net
End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification (IEEE Transactions on Biomedical Engineering)
brain-computer-interface multi-task-learning deep-metric-learning dml autoencoder ae eeg bci deep-learning machine-learning eeg-classification
Language:Python 98
atonkamanda / awesome-ai-brain-computer-interface
Must-read papers on machine learning, deep learning, reinforcement learning and other learning methods for brain-computer interfaces.
bci bci-systems brain-computer-interface deep-learning deep-neural-networks deep-reinforcement-learning machine-learning reinforcement-learning robotics awesome-list awesome-lists awesome-readme neural neural-interfaces awesome
97
mTRF-Toolbox
mickcrosse / mTRF-Toolbox
A MATLAB package for modelling multivariate stimulus-response data
bci bmi brain-computer-interface brain-machine-interface neural-decoding neural-interface ridge-regression stimulus-response-correlation strf system-identification temporal-response-function trf
Language:MATLAB 95
yi-ding-cs / EEG-Deformer
[IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BCI)
bci convolutional-transformer eeg transformer
Language:Python 93
NeuroTechX / bci-workshop
Material for the BCI Workshop held at District 3 in May 2015 by BCI Montréal.
workshop bci eeg
Language:Python 91
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
bci bci-systems deep-learning eeg-signals eegnet machine-learning multi-scale-features signal-processing
Language:Jupyter Notebook 77
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).
bci bci-systems braindecode cnn eeg eeg-classification eeg-signals-processing gcn mne-python moabb motor-imagery motor-imagery-classification transformer
Language:Jupyter Notebook 77

bci

BasedHardware / omi

wzpan / wukong-robot

scouter-project / scouter

brainflow-dev / brainflow

pieeg-club / EEGwithRaspberryPI

NeuroTechX / moabb

pieeg-club / ironbci

TBC-TJU / MetaBCI

DeepBCI / Deep-BCI

eegsynth / eegsynth

aliasvishnu / EEGNet

Sentdex / BCI

ChilloutCharles / BrainFlowsIntoVRChat

snailpt / CTNet

urish / muse-js

xiangzhang1015 / Deep-Learning-for-BCI

NeuroTechX / eeg-101

kylemath / EEGEdu

zwcolin / EEG-Transformer

dashersw / brain-bits

timeflux / timeflux

pwstegman / bci.js

amrzhd / EEGNet

RonanB96 / Low-Cost-EEG-Based-BCI

neuromore / studio

CAMBI-tech / BciPy

apachecn / awesome-bci-zh

neurosity / eeg-pipes

KimUyen / ConvLSTM-Pytorch

IoBT-VISTEC / MIN2Net

atonkamanda / awesome-ai-brain-computer-interface

mickcrosse / mTRF-Toolbox

yi-ding-cs / EEG-Deformer

NeuroTechX / bci-workshop

amrzhd / EEG-MSCNN

edw4rdyao / eeg_mi_dl