Optimizing Residual Networks and VGG for Classification of EEG Signals: Identifying Ideal Channels for Emotion Recognition

<div>SEED 3-class emotion recognition accuracy comparison using left and right hemispheric EEG channels. (a) 5-fold cross-validation classification accuracy. (b) Electrode placement.</div>

Journal of Healthcare Engineering

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Figure 9

Figure 9: Optimizing Residual Networks and VGG for Classification of EEG Signals: Identifying Ideal Channels for Emotion Recognition 