brain-computer-interface
There are 356 repositories under brain-computer-interface topic.
brainflow-dev/brainflow
BrainFlow is a library intended to obtain, parse and analyze EEG, EMG, ECG and other kinds of data from biosensors
vlawhern/arl-eegmodels
This is the Army Research Laboratory (ARL) EEGModels Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal classification, using Keras and Tensorflow
NeuroTechX/moabb
Mother of All BCI Benchmarks
pyRiemann/pyRiemann
Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python
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
Sentdex/BCI
Brain-Computer interface stuff
snailpt/CTNet
CTNet: A Convolutional Transformer Network for EEG-Based Motor Imagery Classification
urish/muse-js
Muse 2016 EEG Headset JavaScript Library (using Web Bluetooth)
SuperBruceJia/EEG-Motor-Imagery-Classification-CNNs-TensorFlow
EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow
MikeWangWZHL/EEG-To-Text
code for AAAI2022 paper "Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification"
timeflux/timeflux
The programming interface for your body and mind
ambitious-octopus/MI-EEG-1D-CNN
A new approach based on a 10-layer one-dimensional convolution neural network (1D-CNN) to classify five brain states (four MI classes plus a 'baseline' class) using a data augmentation algorithm and a limited number of EEG channels. Paper: https://doi.org/10.1088/1741-2552/ac4430
RonanB96/Low-Cost-EEG-Based-BCI
Low Cost Electroencephalogram Based Brain-Computer-Interface
CAMBI-tech/BciPy
Python Brain-Computer Interface Software
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
NTX-McGill/NeuroTechX-McGill-2019
A wheelchair controlled by EEG brain signals and enhanced with assisted driving
IoBT-VISTEC/MIN2Net
End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification (IEEE Transactions on Biomedical Engineering)
atonkamanda/awesome-ai-brain-computer-interface
Must-read papers on machine learning, deep learning, reinforcement learning and other learning methods for brain-computer interfaces.
mickcrosse/mTRF-Toolbox
A MATLAB package for modelling multivariate stimulus-response data
wzhlearning/fNIRS-Transformer
Transformer-based fNIRS Classification. Paper: Transformer Model for Functional Near-Infrared Spectroscopy Classification
rameerez/brain-computer-interfacing
š§ Brain-Computer Interfacing bootcamp course + projects @ Saturdays.AI (BCI + AI)
drwuHUST/TLBCI
Matlab source code of the paper "D. Wu, X. Jiang, R. Peng, W. Kong, J. Huang and Z. Zeng, Transfer Learning for Motor Imagery Based Brain-Computer Interfaces: A Complete Pipeline, Information Sciences, 2021, submitted."
shyammarjit/EEG-Emotion-Recognition
EEG-Based Emotion Recognition
High-East/BCI-ToolBox
Deep Learning pipeline for motor-imagery classification.
pwittchen/neurosky-android-sdk
Android SDK for the NeuroSky MindWave Mobile Brainwave Sensing Headset
rkobler/TSMNet
Code and reuslts accompanying the NeurIPS 2022 paper with the title SPD domain-specific batch normalization to crack interpretable unsupervised domain adaptation in EEG
CerebusOSS/CereLink
Blackrock Neurotech Cerebus Link for Neural Signal Processors
MKnierim/openbci-ceegrids
Documentation for Reproducing & Using the OpenBCI cEEGrid Adapter
okbalefthanded/bci_toolbox
Classification toolbox for ERP and SSVEP based BCI data
Mentalab-hub/explorepy
Python API for Mentalab biosignal aquisition devices
lkorczowski/BCI-2021-Riemannian-Geometry-workshop
Riemannian Geometry workshop at vBCI Meeting 2021
junjunjd/rustymind
A driver, parser and real time brainwave plotter for NeuroSky MindWave EEG headset
combra-lab/snn-eeg
PyTorch and Loihi implementation of the Spiking Neural Network for decoding EEG on Neuromorphic Hardware
DevJake/EEG-diffusion-pytorch
An implementation of Denoising Diffusion Probabilistic Models (DDPM) in PyTorch for EEG-based image reconstruction.
orvindemsy/BCICIV2a-FBCSP
Implementation of filter bank common spatial pattern (FBCSP) for MI-based BCI in python
Xemin0/ReadingEmbedding
Implementation of "From Word Embedding to Reading Embedding Using Large Language Model, EEG and Eye-tracking"