#
brain-computer-interface
Here are 181 public repositories matching this topic...
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
deep-learning
tensorflow
keras
eeg
convolutional-neural-networks
brain-computer-interface
event-related-potentials
time-series-classification
eeg-classification
sensory-motor-rhythm
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Updated
May 2, 2022 - Python
Python package for covariance matrices manipulation and Biosignal classification with application in Brain Computer interface
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Updated
Jul 4, 2022 - Python
Mother of All BCI Benchmarks
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Updated
Jun 15, 2022 - Python
Muse 2016 EEG Headset JavaScript Library (using Web Bluetooth)
eeg
typescript-library
web-bluetooth
eeg-data
bci
brain-computer-interface
eeg-headband
eeg-headset
brain-connectivity
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Updated
Jun 22, 2022 - TypeScript
[Old version] PyTorch implementation of EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces - https://arxiv.org/pdf/1611.08024.pdf
pytorch
convolutional-neural-networks
bci
speller
brain-computer-interface
p300
eeg-analysis
eeg-classification
eegnet
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Updated
Jul 10, 2019 - Jupyter Notebook
The programming interface for your body and mind
signal-processing
eda
eeg
ecg
emg
bci
biosensors
brain-computer-interface
ppg
biosignals
gsr
brain-control
brain-machine-interface
bci-speller
timeflux
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Updated
Jun 12, 2022 - Python
EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow
python
tensorflow
matlab
eeg
eeg-signals
esi
tensorflow-experiments
convolutional-neural-networks
eeg-data
brain-computer-interface
motor-imagery-classification
tensorflow-models
motor-imagery-training
cnns
eeg-analysis
motor-imagery
eeg-classification
brain-com
motor-imagery-tasks
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Updated
Feb 16, 2022 - Python
Python Brain-Computer Interface Software
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Updated
Jun 24, 2022 - Python
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
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Updated
May 30, 2022 - Python
A wheelchair controlled by EEG brain signals and enhanced with assisted driving
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Updated
Jun 21, 2022 - Python
Low Cost Electroencephalogram Based Brain-Computer-Interface
eeg
ecg
electroencephalography
emg
bci
brain-computer-interface
nucleo
eog
electroencephalogram
bioamplifier
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Updated
Jan 2, 2021 - C
Python SDK for high performance on-line Brain Computer Interface development.
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Updated
May 25, 2022 - Jupyter Notebook
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."
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Updated
Jan 4, 2022 - MATLAB
Classification toolbox for ERP and SSVEP based BCI data
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Updated
May 3, 2021 - MATLAB
Riemannian Geometry workshop at vBCI Meeting 2021
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Updated
Jul 15, 2021 - Jupyter Notebook
Blackrock Microsystems Cerebus Link for Neural Signal Processing
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Updated
May 20, 2022 - C++
Implementation of ConvLSTM in pytorch applied for BCI (Brain Machine Interface) following paper: Convolutional LSTM Network-A Machine Learning Approach for Precipitation Nowcasting
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Updated
Jan 26, 2021 - Python
A driver, parser and real time plotter for NeuroSky MindWave EEG headset
rust
plot
neuroscience
eeg
neurosky
bci
brain
brain-computer-interface
mindwave
eeg-headset
eeg-readings
brainwave
eeg-signals-processing
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Updated
Apr 25, 2022 - Rust
csp
machine-learning-algorithms
decoding
eeg
dwt
brain-computer-interface
motor-imagery-classification
fbcsp
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Updated
Apr 13, 2019 - Jupyter Notebook
Neural networks for EEG-MEG decoding with MNE-python and Tensorflow.
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Updated
May 19, 2022 - Python
Python API for Mentalab biosignal aquisition devices
neuroscience
eeg
ecg
eeg-signals
ecg-signal
emg
mental-health
bci
biosensors
brain-computer-interface
eeg-headset
brain-imaging
biosignals
sleep-research
brain-machine-interface
wearable-sensors
neurotechnology
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Updated
Jun 17, 2022 - C++
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.
deep-learning
cnn
pytorch
eeg
bci
convolutional-neural-network
brain-computer-interface
ssvep
multitask-learning
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Dec 20, 2020 - Python
python
machine-learning
course
ai
notebook
headset
neuroscience
python3
pytorch
artificial-intelligence
eeg
artificial-neural-networks
bootcamp
bci
study-group
brain-computer-interface
bmi
brain-machine-interface
bitbrain
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Updated
May 3, 2020 - Jupyter Notebook
A Python Library for Implementing Human-Computer Interface Experiments
gui
qt
electrophysiology
human-computer-interaction
brain-computer-interface
experiment-design
prosthetics
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Updated
Apr 9, 2020 - Python
End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification (IEEE Transactions on Biomedical Engineering)
machine-learning
deep-learning
dml
eeg
ae
autoencoder
bci
brain-computer-interface
deep-metric-learning
multi-task-learning
eeg-classification
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Updated
Jun 18, 2022 - Python
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Updated
Dec 10, 2017 - Java
An EEG Simmulator for Computational NeuroScience
simulation
healthcare
bci
brain-computer-interface
healthcare-application
medical-application
medical-tool
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Updated
Mar 30, 2019 - Python
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it should be possible to write smth like:
Inside board class currently these is
std::map<int, Streamer *> streamers;
need to convert it to smth likestd::map<int, std::vector<Streamer *>> streamers;
int
here represents preset