Research Article
Emotion Recognition Based on EEG Using Generative Adversarial Nets and Convolutional Neural Network
Table 3
EEG patterns and corresponding characters.
| | Patterns | Frequency | Brain state | Awareness |
| | Delta () | 1-3 Hz | Deep sleep pattern | Lower | | Theta () | 4-7 Hz | Light sleep pattern | Low | | Alpha () | 8-13 Hz | Closing the eyes, relax state | Medium | | Beta () | 14-30 Hz | Active thinking, focus, high alert, anxious | High | | Gamma () | 31-50 Hz | During cross-modal sensory processing | Higher |
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