11 results found Sort:

DeepBCI
Deep-BCI DeepBCI
182
388
unknown
107
An open software package to develop BCI based brain and cognitive computing technology for recognizing user's intention using deep learning
bci eeg erp nirs brain ssvep cognitive open-source deep-learning motor-imagery
Created 2017-11-09
823 commits to master branch, last one 11 months ago
SuperBruceJia
EEG-Motor-Imagery-Classification-CNNs-TensorFlow SuperBruceJia
48
213
unknown
4
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 8 months ago
Altaheri
EEG-ATCNet Altaheri
29
211
apache-2.0
5
Attention temporal convolutional network for EEG-based motor imagery classification
eeg attention motor-imagery classification multi-head-self-attention convolutional-neural-networks temporal-convolutional-network
Created 2022-08-01
70 commits to main branch, last one about a month ago
snailpt
CTNet snailpt
3
152
mit
4
CTNet: A Convolutional Transformer Network for EEG-Based Motor Imagery Classification
bci cnn eeg mi-eeg python pytorch transformer eeg-analysis deep-learning motor-imagery eeg-transformer eeg-classification
Created 2024-07-19
66 commits to main branch, last one about a month ago
zhangks98
eeg-adapt zhangks98
37
89
unknown
5
Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".
cnn eeg deep-learning motor-imagery
Created 2020-03-15
70 commits to master branch, last one 2 years ago
drwuHUST
TLBCI drwuHUST
27
69
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
edw4rdyao
eeg_mi_dl edw4rdyao
6
62
mit
4
A research repository of deep learning on electroencephalographic (EEG) for Motor imagery(MI), including eeg data processing(visualization & analysis), papers(research and summary), deep learning mode...
bci cnn eeg gcn moabb mne-python bci-systems braindecode transformer motor-imagery eeg-classification eeg-signals-processing motor-imagery-classification
Created 2023-03-07
71 commits to main branch, last one 5 months ago
chamwen
MEKT chamwen
17
45
unknown
1
Manifold Embedded Knowledge Transfer for Brain-Computer Interfaces (MEKT)
bci rsvp motor-imagery data-alignment transfer-learning
Created 2019-10-10
6 commits to master branch, last one 3 years ago
High-East
Attention-based-spatio-temporal-spectral-feature-learning-for-subject-specific-EEG-classification High-East
0
38
mit
1
Official code for "Attention-Based Spatio-Temporal-Spectral Feature Learning for Subject-Specific EEG Classification" paper
bci pytorch motor-imagery classification brain-computer-interface
Created 2021-10-23
22 commits to main branch, last one 3 years ago
martinwimpff
channel-attention martinwimpff
0
29
mit
3
This repository has no description...
eeg motor-imagery channel-attention brain-computer-interface
Created 2023-09-05
28 commits to main branch, last one 8 months ago
comojin1994
DFformer comojin1994
2
25
unknown
4
Towards Domain Free Transformer for Generalized EEG Pre-training
eeg pytorch sleep-eeg eeg-signals transformer eeg-analysis deep-learning motor-imagery motor-imagery-eeg pre-trained-model transfer-learning eeg-classification self-supervised-learning sleep-stage-classification motor-imagery-classification
Created 2023-11-09
12 commits to main branch, last one about a year ago