Research Article
Entropy-Based Emotion Recognition from Multichannel EEG Signals Using Artificial Neural Network
Table 1
Comparison of results with other studies on the GAMEEMO dataset.
| Reference | Feature extraction method | Classifier | Accuracy (%) valence | Accuracy (%) arousal |
| [33] | DWT | MLPNN | 82.0 | 94.6 | [32] | Spectral entropy | BiLSTM | 76.93 | ā | [34] | Prime pattern network | SVM | 100 | ā | Our work | Multivariate entropy | ANN | 95.73 | 96.78 |
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