Abstract: Electroencephalography (EEG) signals are widely used in neurological research and clinical applications, including AI-based data analysis, emotion recognition, and disease monitoring.

Abstract: A fundamental debate in emotion research concerns whether emotions should be conceptualized as dimensional constructs or as discrete categories. Conventional models—often limited to basic ...