Topic: brain-computer-interface Goto Github

👇 Here are 254 public repositories matching this topic...

aliasvishnu / eegnet
brain-computer-interface,[Old version] PyTorch implementation of EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces - https://arxiv.org/pdf/1611.08024.pdf
User: aliasvishnu
eegnet pytorch eeg-analysis eeg-classification p300 brain-computer-interface convolutional-neural-networks bci speller

ambitious-octopus / mi-eeg-1d-cnn
brain-computer-interface, 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
User: ambitious-octopus
brain-computer-interface artificial-neural-networks neuroscience

anilosmantur / brain-computer-interface-with-neurosky
brain-computer-interface,Brain Computer Interface (BCI) with Neurosky Mindwave Mobile 2 that enables anyone to use computer, mobilephone etc. with his/her thoughts.
User: anilosmantur
eeg-classification brain-computer-interface

atonkamanda / awesome-ai-brain-computer-interface
brain-computer-interface,Must-read papers on machine learning, deep learning, reinforcement learning and other learning methods for brain-computer interfaces.
User: atonkamanda
bci bci-systems brain-computer-interface deep-learning deep-neural-networks deep-reinforcement-learning machine-learning reinforcement-learning robotics awesome-list

axopy / axopy
brain-computer-interface,A Python Library for Implementing Human-Computer Interface Experiments
Organization: axopy
Home Page: https://axopy.readthedocs.io
human-computer-interaction electrophysiology experiment-design prosthetics brain-computer-interface gui qt

brainflow-dev / brainflow
brain-computer-interface,BrainFlow is a library intended to obtain, parse and analyze EEG, EMG, ECG and other kinds of data from biosensors
Organization: brainflow-dev
Home Page: https://brainflow.org/
eeg eeg-analysis brain-computer-interface brain-machine-interface brain-control bci signal-processing biosensors biosignals biosensor

cambi-tech / bcipy
brain-computer-interface,Python Brain-Computer Interface Software
Organization: cambi-tech
Home Page: https://bcipy.github.io
python python3 brain-computer-interface eeg language-model data-acquisition signal-processing bci

cerebusoss / cerelink
brain-computer-interface,Blackrock Microsystems Cerebus Link for Neural Signal Processing
Organization: cerebusoss
eeg neuroscience brain-computer-interface

combra-lab / snn-eeg
brain-computer-interface,PyTorch and Loihi implementation of the Spiking Neural Network for decoding EEG on Neuromorphic Hardware
Organization: combra-lab
brain-computer-interface eeg eeg-classification loihi neuromorphic-computing pytorch spiking-neural-network

drwuhust / tlbci
brain-computer-interface,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."
User: drwuhust
motor-imagery brain-computer-interface transfer-learning

esiseraj / eeg-phasefreq-analysis
brain-computer-interface,Cerebral Signal's Instantaneous Parameters (Phase, Frequency & Envelope) Estimation & Analysis MATLAB Toolbox
User: esiseraj
Home Page: https://arxiv.org/pdf/1610.02249v4.pdf
eeg-signals-processing frequency-analysis phase-analysis brain-computer-interface transfer-function-perturbation eeg-phase phase-quantities phase-shift phase-locking-value phase-resetting

high-east / attention-based-spatio-temporal-spectral-feature-learning-for-subject-specific-eeg-classification
brain-computer-interface,Official code for "Attention-Based Spatio-Temporal-Spectral Feature Learning for Subject-Specific EEG Classification" paper
User: high-east
brain-computer-interface bci motor-imagery pytorch classification

high-east / bci-toolbox
brain-computer-interface,Deep Learning pipeline for motor-imagery classification.
User: high-east
shallowconvnet deepconvnet eegnet fbcnet bci2021 brain-computer-interface motor-imagery-classification pytorch

iobt-vistec / eeganet
brain-computer-interface,EEG Artifact Removal Using Deep Learning (source code, IEEE Journal of Biomedical and Health Informatics)
User: iobt-vistec
bci brain-computer-interface deeplearning deepneuralnetworks eeg eeg-analysis eeg-signals eeg-signals-processing eeglab eegnet neural-network

iobt-vistec / min2net
brain-computer-interface,End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification (IEEE Transactions on Biomedical Engineering)
User: iobt-vistec
Home Page: https://min2net.github.io
ae autoencoder bci brain-computer-interface deep-learning deep-metric-learning dml eeg eeg-classification machine-learning multi-task-learning

iobt-vistec / pre-trained-eeg-for-deep-learning
brain-computer-interface,Universal Joint Feature Extraction for P300 EEG Classification Using Multi-Task Autoencoder (IEEE Access)
User: iobt-vistec
brain-computer-interface deep-learning eeg eeg-classification erp event-related-potentials machine-learning p300-speller pre-trained-model pre-training transfer-learning

irautak / fingerflex
brain-computer-interface,FingerFlex: a new state of the art model for prediction finger movements from brain activity (ECoG).
User: irautak
Home Page: https://arxiv.org/abs/2211.01960
bci brain-computer-interface brain-decoding deep-learning ecog finger-movement neuroscience time-series

jinglescode / ssvep-multi-task-learning
brain-computer-interface,Using multi-task learning to capture signals simultaneously from the fovea efficiently and the neighboring targets in the peripheral vision generate a visual response map. A calibration-free user-independent solution, desirable for clinical diagnostics. A stepping stone for an objective assessment of glaucoma patients’ visual field.
User: jinglescode
Home Page: https://jinglescode.github.io/ssvep-multi-task-learning/
bci brain-computer-interface cnn convolutional-neural-network deep-learning eeg multitask-learning pytorch ssvep

jtcostello / bcisimulator
brain-computer-interface,A simple closed-loop BCI simulator for testing real-time neural decoding algorithms
User: jtcostello
brain-computer-interface neural-data neural-network real-time bci

junjunjd / rustymind
brain-computer-interface,A driver, parser and real time plotter for NeuroSky MindWave EEG headset
User: junjunjd
rust brainwave neuroscience mindwave neurosky plot eeg eeg-headset bci eeg-signals-processing

kimuyen / convlstm-pytorch
brain-computer-interface,Implementation of ConvLSTM in pytorch applied for BCI (Brain Machine Interface) following paper: Convolutional LSTM Network-A Machine Learning Approach for Precipitation Nowcasting
User: kimuyen
pytorch bci convlstm brain-computer-interface convlstm-pytorch convlstm-network bci-decoder

lkorczowski / bci-2021-riemannian-geometry-workshop
brain-computer-interface,Riemannian Geometry workshop at vBCI Meeting 2021
User: lkorczowski
machine-learning brain-computer-interface riemannian-geometry signal-processing

lmbooth / pybci
brain-computer-interface,Create real-time BCI's with the LSL, PyTorch, SKLearn and TensorFlow packages.
User: lmbooth
Home Page: https://pybci.readthedocs.io/en/latest/
bci brain-computer-interface human-computer-interaction labstreaminglayer machine-learning lsl pytorch sklearn tensorflow human-machine-interface

mauricio-ms / motor-imagery
brain-computer-interface,Project to test the accuracy of multiple algorithms published in articles to the EEG binary motor imagery problem
User: mauricio-ms
bci biomedical-signal-processing brain-computer-interface csp eeg eeg-classification eeg-signals fbcsp fractal-dimension katz-fractal-dimension mi-bci motor-imagery motor-imagery-classification scssp subject-independent-bci

mentalab-hub / explorepy
brain-computer-interface,Python API for Mentalab biosignal aquisition devices
Organization: mentalab-hub
Home Page: https://mentalab.com/
biosignals eeg eeg-signals bci brain-computer-interface emg ecg ecg-signal neuroscience brain-machine-interface

mickcrosse / mtrf-toolbox
brain-computer-interface,A MATLAB package for modelling multivariate stimulus-response data
User: mickcrosse
Home Page: https://cnspworkshop.net
bci bmi brain-computer-interface brain-machine-interface neural-decoding neural-interface ridge-regression stimulus-response-correlation strf system-identification

mikewangwzhl / eeg-to-text
brain-computer-interface,code for AAAI2022 paper "Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification"
User: mikewangwzhl
bart bert brain-computer-interface eeg-classification eeg-signals language language-model sentiment-analysis

mindaffect / pymindaffectbci
brain-computer-interface,Python SDK for high performance on-line Brain Computer Interface development.
Organization: mindaffect
Home Page: https://mindaffect.nl
brain-computer-interface python neuroscience machine-learning

mknierim / openbci-ceegrids
brain-computer-interface,Documentation for Reproducing & Using the OpenBCI cEEGrid Adapter
User: mknierim
Home Page: https://expeeeriments.io/
bci biosignals brain-computer-interface

mknierim / openbci-headphones
brain-computer-interface,Documentation for Reproducing & Using the Open ExG Headphones
User: mknierim
Home Page: https://expeeeriments.io/
bci biosignals brain-computer-interface

neurotechx / moabb
brain-computer-interface,Mother of All BCI Benchmarks
Organization: neurotechx
Home Page: https://neurotechx.github.io/moabb/
brain-computer-interface machine-learning eeg neuroscience bci bci-benchmarks

ntx-mcgill / neurotechx-mcgill-2019
brain-computer-interface,A wheelchair controlled by EEG brain signals and enhanced with assisted driving
Organization: ntx-mcgill
Home Page: https://youtu.be/_46AoSnHCRo
brain-computer-interface eeg

okbalefthanded / bci_toolbox
brain-computer-interface,Classification toolbox for ERP and SSVEP based BCI data
User: okbalefthanded
benchmarking brain-computer-interface classification eeg erp machine-learning ssvep

orvindemsy / bciciv2a-fbcsp
brain-computer-interface,Implementation of filter bank common spatial pattern (FBCSP) for MI-based BCI in python
User: orvindemsy
bci common-spatial-pattern motor-imagery brain-computer-interface python

prashanth-prakash / eeg-analysis-for-motor-imagery-application
brain-computer-interface,
User: prashanth-prakash
motor-imagery-classification brain-computer-interface machine-learning-algorithms csp dwt fbcsp eeg decoding

pwittchen / neurosky-android-sdk
brain-computer-interface,Android SDK for the NeuroSky MindWave Mobile Brainwave Sensing Headset
User: pwittchen
Home Page: https://pwittchen.github.io/neurosky-android-sdk/docs
neurosky mindwave thinkgear brain-computer-interface bci android rxandroid rxjava rxkotlin sdk

pyriemann / pyriemann
brain-computer-interface,Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python
Organization: pyriemann
Home Page: https://pyriemann.readthedocs.io
eeg brain-computer-interface python machine-learning riemannian-geometry statistics signal-processing time-series covariance-estimation covariance-matrix

rameerez / brain-computer-interfacing
brain-computer-interface,🧠 Brain-Computer Interfacing bootcamp course + projects @ Saturdays.AI (BCI + AI)
User: rameerez
Home Page: https://saturdays.ai
bci brain-computer-interface ai artificial-intelligence artificial-neural-networks python pytorch brain-machine-interface bitbrain headset

rkobler / eyeartifactcorrection
brain-computer-interface,Eye movement and blink-related EEG and MEG artifact correction algorithms
User: rkobler
Home Page: https://bci.tugraz.at
artifacts brain-computer-interface eeg electroencephalography magnetoencephalography meg

rkobler / tsmnet
brain-computer-interface,Code and reuslts accompanying the NeurIPS 2022 paper with the title SPD domain-specific batch normalization to crack interpretable unsupervised domain adaptation in EEG
User: rkobler
bci brain-computer-interface eeg electroencephalography geometric-deep-learning machine-learning manifold-learning transfer-learning unsupervised-domain-adaptation

ronanb96 / low-cost-eeg-based-bci
brain-computer-interface,Low Cost Electroencephalogram Based Brain-Computer-Interface
User: ronanb96
bci eeg nucleo electroencephalogram electroencephalography bioamplifier brain-computer-interface emg eog ecg

sentdex / bci
brain-computer-interface,Brain-Computer interface stuff
User: sentdex
bci brain-computer-interface

shyammarjit / eeg-emotion-recognition
brain-computer-interface,EEG-Based Emotion Recognition
User: shyammarjit
Home Page: https://ieeexplore.ieee.org/document/9588702
brain-computer-interface deep-learning eeg-classification eeg-signals-processing emotion-recognition machine-learning genetic-algorithm optimization-algorithms

superbrucejia / eeg-motor-imagery-classification-cnns-tensorflow
brain-computer-interface,EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow
User: superbrucejia
Home Page: https://iopscience.iop.org/article/10.1088/1741-2552/ab4af6/meta
eeg-data motor-imagery-tasks cnns convolutional-neural-networks esi tensorflow python eeg eeg-signals eeg-analysis

timeflux / timeflux
brain-computer-interface,The programming interface for your body and mind
Organization: timeflux
Home Page: https://timeflux.io
timeflux biosignals eeg ecg emg eda gsr ppg bci brain-computer-interface

urish / muse-js
brain-computer-interface,Muse 2016 EEG Headset JavaScript Library (using Web Bluetooth)
User: urish
Home Page: https://medium.com/@urish/reactive-brain-waves-af07864bb7d4
web-bluetooth eeg eeg-headset eeg-headband eeg-data bci brain-computer-interface brain-connectivity typescript-library

vlawhern / arl-eegmodels
brain-computer-interface,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
User: vlawhern
eeg deep-learning convolutional-neural-networks keras tensorflow brain-computer-interface eeg-classification time-series-classification event-related-potentials sensory-motor-rhythm

wzhlearning / fnirs-transformer
brain-computer-interface,Transformer-based fNIRS Classification. Paper: Transformer Model for Functional Near-Infrared Spectroscopy Classification
User: wzhlearning
Home Page: https://ieeexplore.ieee.org/document/9670659
fnirs classification brain-computer-interface deep-learning-algorithms transformer dataset pytorch

yaxan / eeg-gaming-and-speech
brain-computer-interface,EEG Brain-Computer Interface to play Flappy Bird and use SSVEP to communicate
User: yaxan
bci-systems brain-computer-interface eeg-classification eeg-signals-processing raspberry-pi

zubara / mneflow
brain-computer-interface,Neural networks for EEG-MEG decoding with MNE-python and Tensorflow.
User: zubara
tensorflow brain-computer-interface neural-networks