Figure 3

Left: Average accuracies and standard deviation obtained with EEGNet per each subject for low vs high arousal/valence classification using all the EEG channels from 2, 5 and 10-s signal segments. Right: Accuracies obtained with a single EEGNet model with data from all the subject for low vs high arousal/valence classification using all the EEG channels from 2, 5 and 10-s signal segments.