Table 1 The information of DEAP and DREAMER datasets.
From: A multi-task EEG emotion recognition method based on emotion-dimension coupling constraints
Dataset | Array name | Array shape | Array contents |
|---|---|---|---|
DEAP | Data | \(40 \times 40 \times 8064\) | Video/trial \(\times\) channel \(\times\) data |
Labels | \(40 \times 3\) | Video/trial \(\times\) label | |
DREAMER | Data | \(18 \times 14 \times 25472\ \text {(M)}\) | Video/trial \(\times\) channel \(\times\) data |
Labels | \(18 \times 3\) | Video/trial \(\times\) label |
