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03/09/2021
Inter-subject Deep Transfer Learning for Motor Imagery EEG Decoding
Convolutional neural networks (CNNs) have become a powerful technique to...
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03/09/2021
HemCNN: Deep Learning enables decoding of fNIRS cortical signals in hand grip motor tasks
We solve the fNIRS left/right hand force decoding problem using a data-d...
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03/09/2021
Deep Real-Time Decoding of bimanual grip force from EEG fNIRS
Non-invasive cortical neural interfaces have only achieved modest perfor...
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07/31/2018
Compact Convolutional Neural Networks for Multi-Class, Personalised, Closed-Loop EEG-BCI
For many people suffering from motor disabilities, assistive devices con...
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05/01/2018