Table 5.
Datasets of physiological signals.
| Name | Type | Details | Number of Emotion Categories | Physiological Signals |
|---|---|---|---|---|
| DEAP * [207] | Induced | 32 participants; average age is 26.9 years old |
Dimensional emotion (arousal-valence-dominance) | EEG; EMG; RSP; GSR; EOG; plethysmograph; skin temperature |
| DECAF * [208] | Induced | 30 participants | Dimensional emotion (arousal-valence) | EMG; NIR; hEOG; ECG; tEMG |
| AMIGOS * [209] | Induced | Individual participant and group participants | Dimensional emotion (arousal-valance) | EEG; GSR; ECG |
| SEED * [210] | Induced | 15 participants; average age is 23.3 |
3 | EEG; EOG |
| DREAMER * [77] | Induced | 23 participants; collected by wireless low-cost off-the-self devices |
Dimensional emotion (arousal-valance-dominance) | EEG; ECG |
* Can also be used for multimodal emotion recognition.