29 results found Sort:

brainflow-dev
brainflow brainflow-dev
316
1.2k
mit
31
BrainFlow is a library intended to obtain, parse and analyze EEG, EMG, ECG and other kinds of data from biosensors
bci ecg eeg emg muse python openbci biosensor brainflow biosensors biosignals emg-signal eeg-analysis neuroscience brain-control signal-processing brain-machine-interface brain-computer-interface
Created 2018-07-15
1,333 commits to master branch, last one 22 days ago
vlawhern
arl-eegmodels vlawhern
278
1.1k
other
40
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
eeg keras tensorflow deep-learning eeg-classification sensory-motor-rhythm brain-computer-interface event-related-potentials time-series-classification convolutional-neural-networks
Created 2018-05-16
34 commits to master branch, last one 2 years ago
NeuroTechX
moabb NeuroTechX
165
634
bsd-3-clause
31
Mother of All BCI Benchmarks
bci eeg neuroscience bci-benchmarks machine-learning brain-computer-interface
Created 2017-05-15
666 commits to develop branch, last one a day ago
pyRiemann
pyRiemann pyRiemann
162
597
bsd-3-clause
32
Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python
eeg python statistics time-series machine-learning covariance-matrix signal-processing hermitian-matrices symmetric-matrices riemannian-geometry covariance-estimation brain-computer-interface positive-definite-matrices
Created 2015-04-19
605 commits to master branch, last one 2 days ago
Sentdex
BCI Sentdex
73
284
mit
20
Brain-Computer interface stuff
bci brain-computer-interface
Created 2019-11-10
57 commits to master branch, last one 4 years ago
urish
muse-js urish
77
274
mit
16
Muse 2016 EEG Headset JavaScript Library (using Web Bluetooth)
bci eeg eeg-data eeg-headset eeg-headband web-bluetooth brain-connectivity typescript-library brain-computer-interface
Created 2017-05-28
133 commits to master branch, last one 2 years ago
SuperBruceJia
EEG-Motor-Imagery-Classification-CNNs-TensorFlow SuperBruceJia
45
184
unknown
3
EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow
eeg esi cnns matlab python eeg-data brain-com tensorflow eeg-signals eeg-analysis motor-imagery tensorflow-models eeg-classification motor-imagery-tasks motor-imagery-training tensorflow-experiments brain-computer-interface motor-imagery-classification convolutional-neural-networks
Created 2019-06-04
18 commits to master branch, last one 12 days ago
timeflux
timeflux timeflux
23
158
mit
13
The programming interface for your body and mind
bci ecg eda eeg emg gsr ppg timeflux biosensors biosignals bci-speller brain-control signal-processing brain-machine-interface brain-computer-interface
Created 2019-01-04
531 commits to master branch, last one 3 months ago
ambitious-octopus
MI-EEG-1D-CNN ambitious-octopus
16
153
gpl-3.0
4
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 ...
neuroscience brain-computer-interface artificial-neural-networks
Created 2020-03-04
237 commits to master branch, last one 2 years ago
MikeWangWZHL
EEG-To-Text MikeWangWZHL
31
135
unknown
9
code for AAAI2022 paper "Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification"
bart bert language eeg-signals language-model eeg-classification sentiment-analysis brain-computer-interface
Created 2021-07-30
27 commits to main branch, last one 2 months ago
CAMBI-tech
BciPy CAMBI-tech
29
122
other
17
Python Brain-Computer Interface Software
bci eeg python python3 language-model data-acquisition signal-processing brain-computer-interface
Created 2018-05-28
2,084 commits to main branch, last one about a year ago
RonanB96
Low-Cost-EEG-Based-BCI RonanB96
27
117
apache-2.0
14
Low Cost Electroencephalogram Based Brain-Computer-Interface
bci ecg eeg emg eog nucleo bioamplifier electroencephalogram electroencephalography brain-computer-interface
Created 2018-05-14
11 commits to master branch, last one 3 years ago
KimUyen
ConvLSTM-Pytorch KimUyen
19
90
mit
1
Implementation of ConvLSTM in pytorch applied for BCI (Brain Machine Interface) following paper: Convolutional LSTM Network-A Machine Learning Approach for Precipitation Nowcasting
bci pytorch convlstm bci-decoder convlstm-network convlstm-pytorch brain-computer-interface
Created 2020-10-16
11 commits to master branch, last one 3 years ago
NTX-McGill
NeuroTechX-McGill-2019 NTX-McGill
28
79
unknown
9
A wheelchair controlled by EEG brain signals and enhanced with assisted driving
eeg brain-computer-interface
Created 2019-02-19
568 commits to master branch, last one 4 years ago
IoBT-VISTEC
MIN2Net IoBT-VISTEC
23
72
apache-2.0
5
End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification (IEEE Transactions on Biomedical Engineering)
ae bci dml eeg autoencoder deep-learning machine-learning eeg-classification multi-task-learning deep-metric-learning brain-computer-interface
Created 2021-05-16
29 commits to main branch, last one about a year ago
mickcrosse
mTRF-Toolbox mickcrosse
28
70
bsd-3-clause
7
A MATLAB package for modelling multivariate stimulus-response data
bci bmi trf strf neural-decoding neural-interface ridge-regression system-identification brain-machine-interface brain-computer-interface temporal-response-function stimulus-response-correlation
Created 2018-02-07
317 commits to master branch, last one about a month ago
drwuHUST
TLBCI drwuHUST
28
68
unknown
1
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...
motor-imagery transfer-learning brain-computer-interface
Created 2020-07-04
24 commits to master branch, last one about a year ago
atonkamanda
awesome-ai-brain-computer-interface atonkamanda
3
67
unknown
4
Must-read papers on machine learning, deep learning, reinforcement learning and other learning methods for brain-computer interfaces.
bci neural awesome robotics bci-systems awesome-list awesome-lists deep-learning awesome-readme machine-learning neural-interfaces deep-neural-networks reinforcement-learning brain-computer-interface deep-reinforcement-learning
Created 2022-10-03
11 commits to main branch, last one about a year ago
mindaffect
pymindaffectBCI mindaffect
27
61
other
8
Python SDK for high performance on-line Brain Computer Interface development.
python neuroscience machine-learning brain-computer-interface
This repository has been archived (exclude archived)
Created 2020-02-03
1,087 commits to open_source branch, last one 10 months ago
CerebusOSS
CereLink CerebusOSS
22
52
bsd-2-clause
11
Blackrock Microsystems Cerebus Link for Neural Signal Processing
eeg neuroscience brain-computer-interface
Created 2013-01-02
463 commits to master branch, last one 2 months ago
lkorczowski
BCI-2021-Riemannian-Geometry-workshop lkorczowski
9
51
unknown
4
Riemannian Geometry workshop at vBCI Meeting 2021
machine-learning signal-processing riemannian-geometry brain-computer-interface
Created 2021-04-07
35 commits to master branch, last one 2 years ago
okbalefthanded
bci_toolbox okbalefthanded
27
51
apache-2.0
4
Classification toolbox for ERP and SSVEP based BCI data
eeg erp ssvep benchmarking classification machine-learning brain-computer-interface
Created 2018-01-23
152 commits to master branch, last one 3 years ago
High-East
BCI-ToolBox High-East
8
48
mit
1
Deep Learning pipeline for motor-imagery classification.
eegnet fbcnet bci2021 pytorch deepconvnet shallowconvnet brain-computer-interface motor-imagery-classification
Created 2022-01-09
6 commits to master branch, last one 2 years ago
junjunjd
rustymind junjunjd
7
45
mit
3
A driver, parser and real time plotter for NeuroSky MindWave EEG headset
bci eeg plot rust brain mindwave neurosky brainwave eeg-headset eeg-readings neuroscience eeg-signals-processing brain-computer-interface
Created 2021-05-18
42 commits to main branch, last one 2 years ago
rkobler
TSMNet rkobler
8
42
bsd-3-clause
1
Code and reuslts accompanying the NeurIPS 2022 paper with the title SPD domain-specific batch normalization to crack interpretable unsupervised domain adaptation in EEG
bci eeg machine-learning manifold-learning transfer-learning electroencephalography geometric-deep-learning brain-computer-interface unsupervised-domain-adaptation
Created 2022-10-12
3 commits to main branch, last one about a year ago
wzhlearning
fNIRS-Transformer wzhlearning
1
37
mit
3
Transformer-based fNIRS Classification. Paper: Transformer Model for Functional Near-Infrared Spectroscopy Classification
fnirs dataset pytorch transformer classification brain-computer-interface deep-learning-algorithms
Created 2021-12-31
14 commits to main branch, last one 2 months ago
jtcostello
bcisimulator jtcostello
2
36
mit
4
A simple closed-loop BCI simulator for testing real-time neural decoding algorithms
bci real-time neural-data neural-network brain-computer-interface
Created 2023-09-27
21 commits to main branch, last one 5 months ago
MKnierim
openbci-ceegrids MKnierim
8
35
other
2
Documentation for Reproducing & Using the OpenBCI cEEGrid Adapter
bci biosignals brain-computer-interface
Created 2021-03-04
13 commits to main branch, last one 6 months ago
shyammarjit
EEG-Emotion-Recognition shyammarjit
8
31
mit
2
EEG-Based Emotion Recognition
deep-learning machine-learning genetic-algorithm eeg-classification emotion-recognition eeg-signals-processing optimization-algorithms brain-computer-interface
Created 2022-12-29
137 commits to IRIA-2021 branch, last one about a year ago