Xinke Shen

Multi-dataset Joint Pre-training of Emotional EEG Enables Generalizable Affective Computing

Task-specific pre-training is essential when task representations diverge from generic pre-training features. Existing task-general pre-training EEG models struggle with complex tasks like emotion recognition due to mismatches between task-specific features and broad pre-training approaches. This wo…