Table 1.

Structure of the DEAP dataset.

Array name	Array shape	Array contents
Data	40 × 40 × 8, 064	(Videos/trials) × channels × data (128Hz × 63s)
Labels	40 × 4	(videos/trials) × labels (Valence, arousal, dominance, liking)