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BrainFlow is a library intended to obtain, parse and analyze EEG, EMG, ECG and other kinds of data from biosensors
Created
2018-07-15
1,369 commits to master branch, last one 2 days ago
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
Created
2018-05-16
34 commits to master branch, last one 2 years ago
Mother of All BCI Benchmarks
Created
2017-05-15
698 commits to develop branch, last one 15 days ago
Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python
Created
2015-04-19
638 commits to master branch, last one 13 days ago
Brain-Computer interface stuff
Created
2019-11-10
57 commits to master branch, last one 5 years ago
Muse 2016 EEG Headset JavaScript Library (using Web Bluetooth)
Created
2017-05-28
133 commits to master branch, last one 3 years ago
EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow
Created
2019-06-04
18 commits to master branch, last one 7 months ago
code for AAAI2022 paper "Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification"
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Created
2021-07-30
28 commits to main branch, last one 6 months ago
The programming interface for your body and mind
Created
2019-01-04
533 commits to master branch, last one 3 months ago
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 ...
Created
2020-03-04
237 commits to master branch, last one 2 years ago
Python Brain-Computer Interface Software
Created
2018-05-28
2,085 commits to main branch, last one about a month ago
Low Cost Electroencephalogram Based Brain-Computer-Interface
Created
2018-05-14
11 commits to master branch, last one 3 years ago
Implementation of ConvLSTM in pytorch applied for BCI (Brain Machine Interface) following paper: Convolutional LSTM Network-A Machine Learning Approach for Precipitation Nowcasting
Created
2020-10-16
11 commits to master branch, last one 3 years ago
A MATLAB package for modelling multivariate stimulus-response data
Created
2018-02-07
341 commits to master branch, last one 29 days ago
A wheelchair controlled by EEG brain signals and enhanced with assisted driving
Created
2019-02-19
568 commits to master branch, last one 5 years ago
End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification (IEEE Transactions on Biomedical Engineering)
Created
2021-05-16
29 commits to main branch, last one 2 years ago
Must-read papers on machine learning, deep learning, reinforcement learning and other learning methods for brain-computer interfaces.
Created
2022-10-03
14 commits to main branch, last one about a month ago
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...
Created
2020-07-04
24 commits to master branch, last one about a year ago
Transformer-based fNIRS Classification. Paper: Transformer Model for Functional Near-Infrared Spectroscopy Classification
Created
2021-12-31
14 commits to main branch, last one 9 months ago
Deep Learning pipeline for motor-imagery classification.
Created
2022-01-09
6 commits to master branch, last one 2 years ago
Blackrock Microsystems Cerebus Link for Neural Signal Processing
Created
2013-01-02
463 commits to master branch, last one 9 months ago
Classification toolbox for ERP and SSVEP based BCI data
Created
2018-01-23
152 commits to master branch, last one 3 years ago
Riemannian Geometry workshop at vBCI Meeting 2021
Created
2021-04-07
35 commits to master branch, last one 3 years ago
Code and reuslts accompanying the NeurIPS 2022 paper with the title SPD domain-specific batch normalization to crack interpretable unsupervised domain adaptation in EEG
Created
2022-10-12
3 commits to main branch, last one 2 years ago
A driver, parser and real time brainwave plotter for NeuroSky MindWave EEG headset
Created
2021-05-18
42 commits to main branch, last one 2 years ago
EEG-Based Emotion Recognition
Created
2022-12-29
140 commits to IRIA-2021 branch, last one 6 months ago
Documentation for Reproducing & Using the OpenBCI cEEGrid Adapter
Created
2021-03-04
14 commits to main branch, last one 3 months ago
Implementation of "From Word Embedding to Reading Embedding Using Large Language Model, EEG and Eye-tracking"
Created
2024-01-17
13 commits to main branch, last one about a month ago
Official code for "Attention-Based Spatio-Temporal-Spectral Feature Learning for Subject-Specific EEG Classification" paper
Created
2021-10-23
22 commits to main branch, last one 3 years ago
A simple closed-loop BCI simulator for testing real-time neural decoding algorithms
Created
2023-09-27
21 commits to main branch, last one about a year ago