BiTCAN: An emotion recognition network based on saliency in brain cognition

BiTCAN: An emotion recognition network based on saliency in brain cognition

In recent years, with the continuous development of artificial intelligence and brain-computer interfaces, emotion recognition based on electroencephalogram (EEG) signals has become a prosperous research direction. Due to saliency in brain cognition, we construct a new spatio-temporal convolutional...

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Bibliographic Details
Main Authors: Yanling An, Shaohai Hu, Shuaiqi Liu, Bing Li
Format: Article
Language:English
Published: AIMS Press 2023-12-01
Series:Mathematical Biosciences and Engineering
Subjects:
eeg
emotion recognition
spatio-temporal features
bi-hemispheric discrepancy
spatial attention
attention mechanism
Online Access:https://www.aimspress.com/article/doi/10.3934/mbe.2023953?viewType=HTML

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https://www.aimspress.com/article/doi/10.3934/mbe.2023953?viewType=HTML

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