Leakage-Controlled Subject-Aware Graph-Temporal Attention Network (SGTA-Net) for EEG-Based Emotion Recognition
EEG-based emotion recognition results may be artificially inflated due to data leakage from normalization, augmentation, or validation splits. This article introduces SGTA-Net, a Subject-Aware Graph-Temporal Attention Network, evaluated on the DEAP dataset using only EEG features. The approach incorporates feature-spac...
Hyoseong Park, Hyunju Lee, Dongil Shin
· Electronics · 0 citations