TSANN-TG: Temporal–Spatial Attention Neural Networks with Task-Specific Graph for EEG Emotion Recognition

TSANN-TG: Temporal–Spatial Attention Neural Networks with Task-Specific Graph for EEG Emotion Recognition

Electroencephalography (EEG)-based emotion recognition is increasingly pivotal in the realm of affective brain–computer interfaces. In this paper, we propose TSANN-TG (temporal–spatial attention neural network with a task-specific graph), a novel neural network architecture tailored for enhancing fe...

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Bibliographic Details
Main Authors: Chao Jiang, Yingying Dai, Yunheng Ding, Xi Chen, Yingjie Li, Yingying Tang
Format: Article
Language:English
Published: MDPI AG 2024-05-01
Series:Brain Sciences
Subjects:
EEG
emotion recognition
graph convolutional neural network
temporal–spatial attention
task-specific graph
Online Access:https://www.mdpi.com/2076-3425/14/5/516

Internet

https://www.mdpi.com/2076-3425/14/5/516

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