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The Top 23 Brain Computer Interface Open Source Projects

Open source projects categorized as Brain Computer Interface
Categories > Brain Computer Interface
Brainflow ⭐ 1,138
BrainFlow is a library intended to obtain, parse and analyze EEG, EMG, ECG and other kinds of data from biosensors
dependent packages 10total releases 103most recent commit 3 months agopypi brainflow} Downloads
Arl Eegmodels ⭐ 622
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
most recent commit 2 years ago
Pyriemann ⭐ 574
Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python
dependent packages 11total releases 11most recent commit 15 days agopypi pyriemann} Downloads
Moabb ⭐ 546
Mother of All BCI Benchmarks
dependent packages 2total releases 10most recent commit 3 months agopypi moabb} Downloads
Muse Js ⭐ 210
Muse 2016 EEG Headset JavaScript Library (using Web Bluetooth)
dependent packages 3total releases 17most recent commit 2 years agonpm muse-js} Downloads
Timeflux ⭐ 150
The programming interface for your body and mind
dependent packages 10total releases 31most recent commit 4 months agopypi timeflux} Downloads
Eeg Motor Imagery Classification Cnns Tensorflow ⭐ 118
EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow
most recent commit a year ago
Bcipy ⭐ 113
Python Brain-Computer Interface Software
total releases 16most recent commit 3 months ago
Bci ⭐ 110
Brain-Computer interface stuff
most recent commit 4 years ago
Mi Eeg 1d Cnn ⭐ 102
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
most recent commit 2 years ago
Eeg To Text ⭐ 99
code for AAAI2022 paper "Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification"
most recent commit 3 months ago
Eegnet ⭐ 64
[Old version] PyTorch implementation of EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces - https://arxiv.org/pdf/1611.08024.pdf
most recent commit 5 years ago
Pymindaffectbci ⭐ 55
Python SDK for high performance on-line Brain Computer Interface development.
total releases 25most recent commit 9 months ago
Tlbci ⭐ 49
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."
most recent commit a year ago
Cerelink ⭐ 44
Blackrock Microsystems Cerebus Link for Neural Signal Processing
most recent commit 7 months ago
Explorepy ⭐ 37
Python API for Mentalab biosignal aquisition devices
total releases 23most recent commit 3 months ago
Neurotechx Mcgill 2019 ⭐ 36
A wheelchair controlled by EEG brain signals and enhanced with assisted driving
most recent commit 4 years ago
Low Cost Eeg Based Bci ⭐ 34
Low Cost Electroencephalogram Based Brain-Computer-Interface
most recent commit 3 years ago
Rustymind ⭐ 32
A driver, parser and real time plotter for NeuroSky MindWave EEG headset
total releases 4most recent commit 2 years ago
Mneflow ⭐ 31
Neural networks for EEG-MEG decoding with MNE-python and Tensorflow.
total releases 4most recent commit 7 months ago
Bci_toolbox ⭐ 29
Classification toolbox for ERP and SSVEP based BCI data
most recent commit 3 years ago
Bci 2021 Riemannian Geometry Workshop ⭐ 29
Riemannian Geometry workshop at vBCI Meeting 2021
most recent commit 3 years ago
Neurosky Android Sdk ⭐ 28
Android SDK for the NeuroSky MindWave Mobile Brainwave Sensing Headset
total releases 2most recent commit 4 years ago
The 5 Most Depended On Brain Computer Interface Open Source Projects
Pyriemann ⭐ 574
Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python
dependent packages 11total releases 11latest release July 17, 2022most recent commit 15 days agopypi pyriemann} Downloads
Timeflux ⭐ 150
The programming interface for your body and mind
dependent packages 10total releases 31latest release September 23, 2023most recent commit 4 months agopypi timeflux} Downloads
Brainflow ⭐ 1,138
BrainFlow is a library intended to obtain, parse and analyze EEG, EMG, ECG and other kinds of data from biosensors
dependent packages 10total releases 103latest release September 26, 2023most recent commit 3 months agopypi brainflow} Downloads
Muse Js ⭐ 210
Muse 2016 EEG Headset JavaScript Library (using Web Bluetooth)
dependent packages 3total releases 17latest release December 20, 2021most recent commit 2 years agonpm muse-js} Downloads
Moabb ⭐ 546
Mother of All BCI Benchmarks
dependent packages 2total releases 10latest release October 23, 2023most recent commit 3 months agopypi moabb} Downloads
The 10 Latest Releases In Brain Computer Interface Open Source Projects
Moabb ⭐ 546
Mother of All BCI Benchmarks
dependent packages 2total releases 10latest release October 23, 2023most recent commit 3 months agopypi moabb} Downloads
Brainflow ⭐ 1,138
BrainFlow is a library intended to obtain, parse and analyze EEG, EMG, ECG and other kinds of data from biosensors
dependent packages 10total releases 103latest release September 26, 2023most recent commit 3 months agopypi brainflow} Downloads
Timeflux ⭐ 150
The programming interface for your body and mind
dependent packages 10total releases 31latest release September 23, 2023most recent commit 4 months agopypi timeflux} Downloads
Pybci ⭐ 17
Create real-time BCI's with the LSL, PyTorch, SKLearn and TensorFlow packages.
total releases 23latest release September 03, 2023most recent commit 3 months ago
Explorepy ⭐ 37
Python API for Mentalab biosignal aquisition devices
total releases 23latest release August 28, 2023most recent commit 3 months ago
Bcipy ⭐ 113
Python Brain-Computer Interface Software
total releases 16latest release May 02, 2023most recent commit 3 months ago
Pyriemann ⭐ 574
Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python
dependent packages 11total releases 11latest release July 17, 2022most recent commit 15 days agopypi pyriemann} Downloads
Mneflow ⭐ 31
Neural networks for EEG-MEG decoding with MNE-python and Tensorflow.
total releases 4latest release May 19, 2022most recent commit 7 months ago
Pymindaffectbci ⭐ 55
Python SDK for high performance on-line Brain Computer Interface development.
total releases 25latest release March 18, 2022most recent commit 9 months ago
Muse Js ⭐ 210
Muse 2016 EEG Headset JavaScript Library (using Web Bluetooth)
dependent packages 3total releases 17latest release December 20, 2021most recent commit 2 years agonpm muse-js} Downloads
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