An end-to-end 3D convolutional neural network for decoding attentive mental state

The detection of attentive mental state plays an essential role in the neurofeedback process and the treatment of Attention Deficit and Hyperactivity Disorder (ADHD). However, the performance of the detection methods is still not satisfactory. One of the challenges is to find a proper representation...

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Bibliographic Details

Published in:	Neural networks Vol. 144; pp. 129 - 137
Main Authors:	Zhang, Yangsong, Cai, Huan, Nie, Li, Xu, Peng, Zhao, Sirui, Guan, Cuntai
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.12.2021
Subjects:	3D convolutional neural network Attention BCI Deep learning EEG Deep learning BCI EEG 3D convolutional neural network Attention
ISSN:	0893-6080, 1879-2782, 1879-2782
Online Access:	Get full text
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