Ya-Nan Zhang

Multi-Domain Feature Fusion and Channel Attention in an Inception-Based Architecture for Motor Imagery EEG Decoding

Highlights What are the main findings? Evaluated under a rigorous intra-subject (subject-dependent) cross-validation protocol across 292 individuals, the SE-EEG-Inception model achieved a mean 4-class accuracy of 89.4%. Binary classification accuracies reached 88.3% for left vs. right arm and 90.0% for left vs. right l...