Affect and Effect: Limitations of regularisation-based continual learning in EEG-based emotion classification

Nina Peire, Yupei Li, Björn Schuller

Generalisation to unseen subjects in EEG-based emotion classification remains a challenge due to high inter-and intra-subject variability. Continual learning (CL) poses a promising…