Literature DB >> 25267816

Uncovering the spatio-temporal dynamics of value-based decision-making in the human brain: a combined fMRI-EEG study.

Tobias Larsen1, John P O'Doherty2.   

Abstract

While there is a growing body of functional magnetic resonance imaging (fMRI) evidence implicating a corpus of brain regions in value-based decision-making in humans, the limited temporal resolution of fMRI cannot address the relative temporal precedence of different brain regions in decision-making. To address this question, we adopted a computational model-based approach to electroencephalography (EEG) data acquired during a simple binary choice task. fMRI data were also acquired from the same participants for source localization. Post-decision value signals emerged 200 ms post-stimulus in a predominantly posterior source in the vicinity of the intraparietal sulcus and posterior temporal lobe cortex, alongside a weaker anterior locus. The signal then shifted to a predominantly anterior locus 850 ms following the trial onset, localized to the ventromedial prefrontal cortex and lateral prefrontal cortex. Comparison signals between unchosen and chosen options emerged late in the trial at 1050 ms in dorsomedial prefrontal cortex, suggesting that such comparison signals may not be directly associated with the decision itself but rather may play a role in post-decision action selection. Taken together, these results provide us new insights into the temporal dynamics of decision-making in the brain, suggesting that for a simple binary choice task, decisions may be encoded predominantly in posterior areas such as intraparietal sulcus, before shifting anteriorly.
© 2014 The Author(s) Published by the Royal Society. All rights reserved.

Entities:  

Keywords:  EEG; decision-making; model based; reinforcement learning

Mesh:

Year:  2014        PMID: 25267816      PMCID: PMC4186227          DOI: 10.1098/rstb.2013.0473

Source DB:  PubMed          Journal:  Philos Trans R Soc Lond B Biol Sci        ISSN: 0962-8436            Impact factor:   6.237


  31 in total

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2.  Transformation of stimulus value signals into motor commands during simple choice.

Authors:  Todd A Hare; Wolfram Schultz; Colin F Camerer; John P O'Doherty; Antonio Rangel
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Review 4.  Neural computations associated with goal-directed choice.

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Authors:  Klaus Wunderlich; Antonio Rangel; John P O'Doherty
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8.  The role of the ventromedial prefrontal cortex in abstract state-based inference during decision making in humans.

Authors:  Alan N Hampton; Peter Bossaerts; John P O'Doherty
Journal:  J Neurosci       Date:  2006-08-09       Impact factor: 6.167

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Authors:  M N Shadlen; W T Newsome
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10.  Integration of sensory and reward information during perceptual decision-making in lateral intraparietal cortex (LIP) of the macaque monkey.

Authors:  Alan E Rorie; Juan Gao; James L McClelland; William T Newsome
Journal:  PLoS One       Date:  2010-02-19       Impact factor: 3.240

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  9 in total

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Authors:  Jeffrey J Stott; A David Redish
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Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2014-11-05       Impact factor: 6.237

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Journal:  Cognition       Date:  2016-04-12

5.  A Preferential Role for Ventromedial Prefrontal Cortex in Assessing "the Value of the Whole" in Multiattribute Object Evaluation.

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Review 6.  Neural correlates of visual aesthetic appreciation: insights from non-invasive brain stimulation.

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7.  Mapping and understanding of correlated electroencephalogram (EEG) responses to the newsvendor problem.

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8.  How Do Reference Points Influence the Representation of the N200 for Consumer Preference?

Authors:  Guangrong Wang; Jianbiao Li; Chengkang Zhu; Shenru Wang; Shenzhou Jiang
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9.  Value-based decision making via sequential sampling with hierarchical competition and attentional modulation.

Authors:  Jaron T Colas
Journal:  PLoS One       Date:  2017-10-27       Impact factor: 3.240

  9 in total

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