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The Top 23 Python Brain Computer Interface Open Source Projects

Open source projects categorized as Python 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 20 days agopypi pyriemann} Downloads
Moabb ⭐ 546
Mother of All BCI Benchmarks
dependent packages 2total releases 10most recent commit 4 months agopypi moabb} Downloads
Timeflux ⭐ 150
The programming interface for your body and mind
dependent packages 10total releases 31most recent commit 5 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 4 months ago
Bci ⭐ 110
Brain-Computer interface stuff
most recent commit 4 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
Pymindaffectbci ⭐ 55
Python SDK for high performance on-line Brain Computer Interface development.
total releases 25most recent commit 9 months ago
Neurotechx Mcgill 2019 ⭐ 36
A wheelchair controlled by EEG brain signals and enhanced with assisted driving
most recent commit 5 years ago
Mneflow ⭐ 31
Neural networks for EEG-MEG decoding with MNE-python and Tensorflow.
total releases 4most recent commit 7 months ago
Bciciv2a Fbcsp ⭐ 27
Implementation of filter bank common spatial pattern (FBCSP) for MI-based BCI in python
most recent commit 4 months ago
Ssvep Multi Task Learning ⭐ 25
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.
most recent commit 2 years ago
Openbci Ceegrids ⭐ 25
Documentation for Reproducing & Using the OpenBCI cEEGrid Adapter
most recent commit 5 months ago
Axopy ⭐ 22
A Python Library for Implementing Human-Computer Interface Experiments
total releases 7most recent commit 10 months ago
Fnirs Transformer ⭐ 21
Transformer-based fNIRS Classification. Paper: Transformer Model for Functional Near-Infrared Spectroscopy Classification
most recent commit 9 months ago
Eeg Gaming And Speech ⭐ 18
EEG Brain-Computer Interface to play Flappy Bird and use SSVEP to communicate
most recent commit a year ago
Pybci ⭐ 17
Create real-time BCI's with the LSL, PyTorch, SKLearn and TensorFlow packages.
total releases 23most recent commit 3 months ago
Min2net ⭐ 17
End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification (IEEE Transactions on Biomedical Engineering)
most recent commit 2 years ago
Eeg_simulator ⭐ 11
An EEG Simmulator for Computational NeuroScience
most recent commit 5 years ago
Bcibasedwheelchair ⭐ 8
Brain Control Interface based smart wheelchair. Actions include start, turn left, right, stop with your brain and eye blinks
most recent commit 3 years ago
Asfa ⭐ 7
Code for ASFA ("Privacy-Preserving Domain Adaptation for Motor Imagery-based Brain-Computer Interfaces")
most recent commit a year ago
The 4 Most Depended On Python 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 20 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 5 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
Moabb ⭐ 546
Mother of All BCI Benchmarks
dependent packages 2total releases 10latest release October 23, 2023most recent commit 4 months agopypi moabb} Downloads
The 10 Latest Releases In Python Brain Computer Interface Open Source Projects
Moabb ⭐ 546
Mother of All BCI Benchmarks
dependent packages 2total releases 10latest release October 23, 2023most recent commit 4 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 5 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
Bcipy ⭐ 113
Python Brain-Computer Interface Software
total releases 16latest release May 02, 2023most recent commit 4 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 20 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
Neurol ⭐ 5
A framework for implementing modular Brain-Computer Interfaces
total releases 5latest release October 28, 2020most recent commit 2 years ago
Axopy ⭐ 22
A Python Library for Implementing Human-Computer Interface Experiments
total releases 7latest release February 12, 2019most recent commit 10 months ago
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