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The neural encoding of information prediction errors during non-instrumental information seeking

In a dynamic world, accurate beliefs about the environment are vital for survival, and individuals should therefore regularly seek out new information with which to update their beliefs. This aspect of behaviour is not well captured by standard theories of decision making, and the neural mechanisms...

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Autores principales: Brydevall, Maja, Bennett, Daniel, Murawski, Carsten, Bode, Stefan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5904167/
https://www.ncbi.nlm.nih.gov/pubmed/29666461
http://dx.doi.org/10.1038/s41598-018-24566-x
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author Brydevall, Maja
Bennett, Daniel
Murawski, Carsten
Bode, Stefan
author_facet Brydevall, Maja
Bennett, Daniel
Murawski, Carsten
Bode, Stefan
author_sort Brydevall, Maja
collection PubMed
description In a dynamic world, accurate beliefs about the environment are vital for survival, and individuals should therefore regularly seek out new information with which to update their beliefs. This aspect of behaviour is not well captured by standard theories of decision making, and the neural mechanisms of information seeking remain unclear. One recent theory posits that valuation of information results from representation of informative stimuli within canonical neural reward-processing circuits, even if that information lacks instrumental use. We investigated this question by recording EEG from twenty-three human participants performing a non-instrumental information-seeking task. In this task, participants could pay a monetary cost to receive advance information about the likelihood of receiving reward in a lottery at the end of each trial. Behavioural results showed that participants were willing to incur considerable monetary costs to acquire early but non-instrumental information. Analysis of the event-related potential elicited by informative cues revealed that the feedback-related negativity independently encoded both an information prediction error and a reward prediction error. These findings are consistent with the hypothesis that information seeking results from processing of information within neural reward circuits, and suggests that information may represent a distinct dimension of valuation in decision making under uncertainty.
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spelling pubmed-59041672018-04-25 The neural encoding of information prediction errors during non-instrumental information seeking Brydevall, Maja Bennett, Daniel Murawski, Carsten Bode, Stefan Sci Rep Article In a dynamic world, accurate beliefs about the environment are vital for survival, and individuals should therefore regularly seek out new information with which to update their beliefs. This aspect of behaviour is not well captured by standard theories of decision making, and the neural mechanisms of information seeking remain unclear. One recent theory posits that valuation of information results from representation of informative stimuli within canonical neural reward-processing circuits, even if that information lacks instrumental use. We investigated this question by recording EEG from twenty-three human participants performing a non-instrumental information-seeking task. In this task, participants could pay a monetary cost to receive advance information about the likelihood of receiving reward in a lottery at the end of each trial. Behavioural results showed that participants were willing to incur considerable monetary costs to acquire early but non-instrumental information. Analysis of the event-related potential elicited by informative cues revealed that the feedback-related negativity independently encoded both an information prediction error and a reward prediction error. These findings are consistent with the hypothesis that information seeking results from processing of information within neural reward circuits, and suggests that information may represent a distinct dimension of valuation in decision making under uncertainty. Nature Publishing Group UK 2018-04-17 /pmc/articles/PMC5904167/ /pubmed/29666461 http://dx.doi.org/10.1038/s41598-018-24566-x Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Brydevall, Maja
Bennett, Daniel
Murawski, Carsten
Bode, Stefan
The neural encoding of information prediction errors during non-instrumental information seeking
title The neural encoding of information prediction errors during non-instrumental information seeking
title_full The neural encoding of information prediction errors during non-instrumental information seeking
title_fullStr The neural encoding of information prediction errors during non-instrumental information seeking
title_full_unstemmed The neural encoding of information prediction errors during non-instrumental information seeking
title_short The neural encoding of information prediction errors during non-instrumental information seeking
title_sort neural encoding of information prediction errors during non-instrumental information seeking
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5904167/
https://www.ncbi.nlm.nih.gov/pubmed/29666461
http://dx.doi.org/10.1038/s41598-018-24566-x
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