Valence, arousal and dominance in the EEG during game play

B. Reuderink, C. Mühl, Mannes Poel

    Research output: Contribution to journalArticleProfessional

    42 Citations (Scopus)

    Abstract

    In this paper, we describe our investigation of traces of naturally occurring emotions in electrical brain signals, that can be used to build interfaces that respond to our emotional state. This study confirms a number of known affective correlates in a realistic, uncontrolled environment for the emotions of valence (or pleasure), arousal and dominance: (1) a significant decrease in frontal power in the theta range is found for increasingly positive valence, (2) a significant frontal increase in power in the alpha range is associated with increasing emotional arousal, (3) a significant right posterior power increase in the delta range correlates with increasing arousal and (4) asymmetry in power in the lower alpha bands correlates with self-reported valence. Furthermore, asymmetry in the higher alpha bands correlates with self-reported dominance. These last two effects provide a simple measure for subjective feelings of pleasure and feelings of control.
    Original languageUndefined
    Pages (from-to)45-62
    Number of pages18
    JournalInternational journal of autonomous and adaptive communications systems
    Volume6
    Issue number1
    DOIs
    Publication statusPublished - 2013

    Keywords

    • EWI-23591
    • electroencephalograms
    • electrical brain signals
    • natural emotions
    • game play
    • frustration
    • subjective feelings
    • valence
    • pleasure
    • dominance
    • Control
    • Brain-Computer Interface
    • BCI
    • Affective Computing
    • Affective Signal Processing
    • Arousal
    • Emotion Recognition
    • alpha asymmetry
    • adaptive communication systems
    • EEG
    • METIS-299987
    • IR-87989

    Cite this

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    title = "Valence, arousal and dominance in the EEG during game play",
    abstract = "In this paper, we describe our investigation of traces of naturally occurring emotions in electrical brain signals, that can be used to build interfaces that respond to our emotional state. This study confirms a number of known affective correlates in a realistic, uncontrolled environment for the emotions of valence (or pleasure), arousal and dominance: (1) a significant decrease in frontal power in the theta range is found for increasingly positive valence, (2) a significant frontal increase in power in the alpha range is associated with increasing emotional arousal, (3) a significant right posterior power increase in the delta range correlates with increasing arousal and (4) asymmetry in power in the lower alpha bands correlates with self-reported valence. Furthermore, asymmetry in the higher alpha bands correlates with self-reported dominance. These last two effects provide a simple measure for subjective feelings of pleasure and feelings of control.",
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    Valence, arousal and dominance in the EEG during game play. / Reuderink, B.; Mühl, C.; Poel, Mannes.

    In: International journal of autonomous and adaptive communications systems, Vol. 6, No. 1, 2013, p. 45-62.

    Research output: Contribution to journalArticleProfessional

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    AU - Mühl, C.

    AU - Poel, Mannes

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