MASTF-net: An EEG Emotion Recognition Network Based on Multi-Source Domain Adaptive Method Based on Spatio-Temporal Image and Frequency Domain Information

MASTF-net: An EEG Emotion Recognition Network Based on Multi-Source Domain Adaptive Method Based on Spatio-Temporal Image and Frequency Domain Information

In the field of neuroscience, the electroencephalogram (EEG) is a crucial indicator of emotion. The EEG emotion recognition method based on domain adaptation (DA) has good objectivity and high time resolution and is the preferred method to study the brain’s response to emotional stimuli....

Full description

Bibliographic Details
Main Authors: Hongxiang Xu, Ziyi Pei, Qi Han, Mingyang Hou, Xin Qian, Tengfei Weng, Yuan Tian, Zicheng Qiu, Baobing Zhou
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Cross-subject
domain adaptation
electroencephalogram
emotional stimuli
spatiotemporal image
Online Access:https://ieeexplore.ieee.org/document/10380564/

Similar Items

Similar Items