7 results found Sort:

SuperBruceJia
EEG-DL SuperBruceJia
225
960
mit
22
A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.
cnn gcn gru rnn lstm resnet densenet eeg-data tensorflow transformer transformers deep-learning one-shot-learning residual-learning eeg-classification attention-mechanism eeg-signals-processing fully-convolutional-networks motor-imagery-classification graph-convolutional-neural-networks
Created 2020-04-30
107 commits to master branch, last one about a year ago
SuperBruceJia
EEG-Motor-Imagery-Classification-CNNs-TensorFlow SuperBruceJia
47
204
unknown
5
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 6 months ago
guangyizhangbci
EEG_Riemannian guangyizhangbci
11
61
mit
2
IEEE Transactions on Emerging Topics in Computational Intelligence
affective eeg-analysis deep-learning feature-engineering riemannian-geometry vigilance-estimation long-short-term-memory motor-imagery-classification
Created 2022-01-29
152 commits to main branch, last one 11 months ago
edw4rdyao
eeg_mi_dl edw4rdyao
6
58
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 3 months ago
High-East
BCI-ToolBox High-East
10
56
mit
1
Deep Learning pipeline for motor-imagery classification.
eegnet fbcnet bci2021 pytorch deepconvnet shallowconvnet brain-computer-interface motor-imagery-classification
Created 2022-01-09
6 commits to master branch, last one 2 years ago
arkanivasarkar
EEG-Data-Augmentation-using-Variational-Autoencoder arkanivasarkar
10
38
unknown
2
Improving performance of motor imagery classification using variational-autoencoder and synthetic EEG signals
keras eegnet eeg-signals keras-tensorflow data-augmentation variational-autoencoder motor-imagery-classification synthetic-dataset-generation
Created 2021-10-14
11 commits to main branch, last one 3 years ago
comojin1994
m-shallowconvnet comojin1994
4
31
unknown
1
Rethinking CNN Architecture for Enhancing Decoding Performance of Motor Imagery-based EEG Signals
eeg pytorch deep-learning shallowconvnet motor-imagery-classification
Created 2022-04-27
35 commits to main branch, last one 2 years ago