Beyond Frequency Bands: Toward a Representation-Centric Paradigm for Next-Generation EEG-Based Emotion Recognition
Electroencephalography (EEG)-based emotion recognition has become a key enabling technology for affective computing, Mental Health Assessment (MHA), Brain–Computer Interfaces (BCIs), and human–machine interaction (HMI). However, many existing systems continue to rely on predefined frequency bands and handcrafted spectr...