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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
1,363 commits to master branch, last one 3 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
697 commits to develop branch, last one 9 days ago
Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python
Created
2015-04-19
634 commits to master branch, last one 2 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 2 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 6 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 4 months ago
The programming interface for your body and mind
Created
2019-01-04
533 commits to master branch, last one about a month 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 15 days 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 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
A MATLAB package for modelling multivariate stimulus-response data
Created
2018-02-07
340 commits to master branch, last one 2 months 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 18 days 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
Deep Learning pipeline for motor-imagery classification.
Created
2022-01-09
6 commits to master branch, last one 2 years 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 8 months ago
Blackrock Microsystems Cerebus Link for Neural Signal Processing
Created
2013-01-02
463 commits to master branch, last one 8 months ago
Riemannian Geometry workshop at vBCI Meeting 2021
Created
2021-04-07
35 commits to master branch, last one 3 years ago
Classification toolbox for ERP and SSVEP based BCI data
Created
2018-01-23
152 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 5 months ago
Documentation for Reproducing & Using the OpenBCI cEEGrid Adapter
Created
2021-03-04
14 commits to main branch, last one about a month 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 18 hours 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 11 months ago