Liang-Xun Shuo

Depth-adaptive suppression of subject-dependent interference for robust cross-subject EEG emotion recognition

Abstract Objectives Cross-subject electroencephalography (EEG) emotion recognition is limited by inter-subject variability, which embeds subject-specific nuisance information in learned representations and reduces generalization to unseen individuals. Methods We propose a two-stage layer-adaptive subject-interference s...