Seite - 154 - in Intelligent Environments 2019 - Workshop Proceedings of the 15th International Conference on Intelligent Environments
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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
Intelligent Environments 2019
Workshop Proceedings of the 15th International Conference on Intelligent Environments
- Titel
- Intelligent Environments 2019
- Untertitel
- Workshop Proceedings of the 15th International Conference on Intelligent Environments
- Autoren
- Andrés Muñoz
- Sofia Ouhbi
- Wolfgang Minker
- Loubna Echabbi
- Miguel Navarro-Cía
- Verlag
- IOS Press BV
- Datum
- 2019
- Sprache
- deutsch
- Lizenz
- CC BY-NC 4.0
- ISBN
- 978-1-61499-983-6
- Abmessungen
- 16.0 x 24.0 cm
- Seiten
- 416
- Kategorie
- Tagungsbände