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Stratified domain generalized motor imagery electroencephalogram classification via deep mixture distribution representation learning

delete2026-06-11
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PRE
AI
T
Tian-jian Luo
X
Xiaochen Zhang *
DOI:10.1016/j.irbm.2026.100952delete
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Abstract

Abstract

En 中文
• A stratified domain generalization is proposed for cross-subject MI-EEG decoding. • We learned a mixture distribution among multiple subjects centroid aligned EEG samples. • We jointly learned a weighted loss to maximize the generalization for unseen subjects.

Journal

IRBM cover
IRBM
IF:
4.2
Papers:
960
Citations:
1.5K

Organization

F
Fujian Normal University
Scholars:
1.2W
Papers: 7.8K
Citations: 1.3W