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Coding of level of ambiguity within neural systems mediating choice

Data from previous neuroimaging studies exploring neural activity associated with uncertainty suggest varying levels of activation associated with changing degrees of uncertainty in neural regions that mediate choice behavior. The present study used a novel task that parametrically controlled the am...

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Autores principales: Lopez-Paniagua, Dan, Seger, Carol A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3853419/
https://www.ncbi.nlm.nih.gov/pubmed/24367286
http://dx.doi.org/10.3389/fnins.2013.00229
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author Lopez-Paniagua, Dan
Seger, Carol A.
author_facet Lopez-Paniagua, Dan
Seger, Carol A.
author_sort Lopez-Paniagua, Dan
collection PubMed
description Data from previous neuroimaging studies exploring neural activity associated with uncertainty suggest varying levels of activation associated with changing degrees of uncertainty in neural regions that mediate choice behavior. The present study used a novel task that parametrically controlled the amount of information hidden from the subject; levels of uncertainty ranged from full ambiguity (no information about probability of winning) through multiple levels of partial ambiguity, to a condition of risk only (zero ambiguity with full knowledge of the probability of winning). A parametric analysis compared a linear model in which weighting increased as a function of level of ambiguity, and an inverted-U quadratic models in which partial ambiguity conditions were weighted most heavily. Overall we found that risk and all levels of ambiguity recruited a common “fronto—parietal—striatal” network including regions within the dorsolateral prefrontal cortex, intraparietal sulcus, and dorsal striatum. Activation was greatest across these regions and additional anterior and superior prefrontal regions for the quadratic function which most heavily weighs trials with partial ambiguity. These results suggest that the neural regions involved in decision processes do not merely track the absolute degree ambiguity or type of uncertainty (risk vs. ambiguity). Instead, recruitment of prefrontal regions may result from greater degree of difficulty in conditions of partial ambiguity: when information regarding reward probabilities important for decision making is hidden or not easily obtained the subject must engage in a search for tractable information. Additionally, this study identified regions of activity related to the valuation of potential gains associated with stimuli or options (including the orbitofrontal and medial prefrontal cortices and dorsal striatum) and related to winning (including orbitofrontal cortex and ventral striatum).
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spelling pubmed-38534192013-12-23 Coding of level of ambiguity within neural systems mediating choice Lopez-Paniagua, Dan Seger, Carol A. Front Neurosci Neuroscience Data from previous neuroimaging studies exploring neural activity associated with uncertainty suggest varying levels of activation associated with changing degrees of uncertainty in neural regions that mediate choice behavior. The present study used a novel task that parametrically controlled the amount of information hidden from the subject; levels of uncertainty ranged from full ambiguity (no information about probability of winning) through multiple levels of partial ambiguity, to a condition of risk only (zero ambiguity with full knowledge of the probability of winning). A parametric analysis compared a linear model in which weighting increased as a function of level of ambiguity, and an inverted-U quadratic models in which partial ambiguity conditions were weighted most heavily. Overall we found that risk and all levels of ambiguity recruited a common “fronto—parietal—striatal” network including regions within the dorsolateral prefrontal cortex, intraparietal sulcus, and dorsal striatum. Activation was greatest across these regions and additional anterior and superior prefrontal regions for the quadratic function which most heavily weighs trials with partial ambiguity. These results suggest that the neural regions involved in decision processes do not merely track the absolute degree ambiguity or type of uncertainty (risk vs. ambiguity). Instead, recruitment of prefrontal regions may result from greater degree of difficulty in conditions of partial ambiguity: when information regarding reward probabilities important for decision making is hidden or not easily obtained the subject must engage in a search for tractable information. Additionally, this study identified regions of activity related to the valuation of potential gains associated with stimuli or options (including the orbitofrontal and medial prefrontal cortices and dorsal striatum) and related to winning (including orbitofrontal cortex and ventral striatum). Frontiers Media S.A. 2013-12-06 /pmc/articles/PMC3853419/ /pubmed/24367286 http://dx.doi.org/10.3389/fnins.2013.00229 Text en Copyright © 2013 Lopez-Paniagua and Seger. http://creativecommons.org/licenses/by/3.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Neuroscience
Lopez-Paniagua, Dan
Seger, Carol A.
Coding of level of ambiguity within neural systems mediating choice
title Coding of level of ambiguity within neural systems mediating choice
title_full Coding of level of ambiguity within neural systems mediating choice
title_fullStr Coding of level of ambiguity within neural systems mediating choice
title_full_unstemmed Coding of level of ambiguity within neural systems mediating choice
title_short Coding of level of ambiguity within neural systems mediating choice
title_sort coding of level of ambiguity within neural systems mediating choice
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3853419/
https://www.ncbi.nlm.nih.gov/pubmed/24367286
http://dx.doi.org/10.3389/fnins.2013.00229
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