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  Using EEG to decode subjective levels of emotional arousal during an immersive VR roller coaster ride

Klotzsche, F., Mariola, A., Hofmann, S., Nikulin, V. V., Villringer, A., & Gaebler, M. (2018). Using EEG to decode subjective levels of emotional arousal during an immersive VR roller coaster ride. In 2018 IEEE Conference on Virtual Reality and 3D User Interfaces (VR). doi:10.1109/VR.2018.8446275.

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Item Permalink: http://hdl.handle.net/21.11116/0000-0002-D15D-A Version Permalink: http://hdl.handle.net/21.11116/0000-0003-BFE0-9
Genre: Conference Paper

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Klotzsche et al – Using EEG to Decode Subjective Levels of Emotional Arousal during an Immersive VR Roller Coaster Ride – IEEE VR, 2018.pdf (Publisher version), 2MB
 
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Klotzsche et al – Using EEG to Decode Subjective Levels of Emotional Arousal during an Immersive VR Roller Coaster Ride – IEEE VR, 2018.pdf
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 Creators:
Klotzsche, Felix1, 2, Author              
Mariola, Alberto2, 3, Author
Hofmann, Simon1, 4, Author              
Nikulin, Vadim V.1, Author              
Villringer, Arno1, 2, Author              
Gaebler, Michael1, 2, Author              
Affiliations:
1Department Neurology, MPI for Human Cognitive and Brain Sciences, Max Planck Society, ou_634549              
2Berlin School of Mind and Brain, Humboldt University Berlin, Germany, ou_persistent22              
3Sussex Neuroscience, University of Sussex, Brighton, United Kingdom, ou_persistent22              
4Amsterdam Brain and Cognition (ABC), University of Amsterdam, the Netherlands, ou_persistent22              

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Free keywords: Human-centeredcomputing, Human computer interaction (HCI), HCI design and evaluation methods, Laboratory experiments, Applied computing, Life and medical sciences, Consumer health
 Abstract: Emotional arousal is a key component of a user’s experience in immersive virtual reality (VR). Subjective and highly dynamic in na- ture, emotional arousal involves the whole body and particularly the brain. However, it has been difficult to relate subjective emotional arousal to an objective, neurophysiological marker—especially in naturalistic settings. We tested the association between continuously changing states of emotional arousal and oscillatory power in the brain during a VR roller coaster experience. We used novel spatial filtering approaches to predict self-reported emotional arousal from the electroencephalogram (EEG) signal of 38 participants. Periods of high vs. low emotional arousal could be classified with accuracies significantly above chance level. Our results are consistent with prior findings regarding emotional arousal in less naturalistic settings. We demonstrate a new approach to decode states of subjective emotional arousal from continuous EEG data in an immersive VR experience.

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Language(s): eng - English
 Dates: 2018-08-302018
 Publication Status: Published in print
 Pages: -
 Publishing info: -
 Table of Contents: -
 Rev. Method: Peer
 Identifiers: DOI: 10.1109/VR.2018.8446275
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Title: 2018 IEEE Conference on Virtual Reality and 3D User Interfaces (VR)
Place of Event: Reutlingen, Germany
Start-/End Date: 2018-03-18 - 2018-03-22
Invited: Yes

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Title: 2018 IEEE Conference on Virtual Reality and 3D User Interfaces (VR)
Source Genre: Proceedings
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Pages: - Volume / Issue: - Sequence Number: - Start / End Page: - Identifier: ISBN: 978-1-5386-3365-6