Seite - 154 - in Intelligent Environments 2019 - Workshop Proceedings of the 15th International Conference on Intelligent Environments

Figure 1. Analysis overview The dataset DEAP contains emotional labels and electroencephalogram data. Each was processed and analyzed. 2.1. Creating Label Depression In this study, we used the released data set DEAP to investigate the relationship between Depression and EEG [14]. In DEAP, two labels of Valence and Arousal in Russell's circular model are given in the range of 1 to 9 to EEG data. As shown in Figure 2, depression is located in the third quadrant in Russell's circular model [15]. Y.Tsurugasaki etal. / IdentificationofEffectiveEEGElectrodes forDepressionSensing154