Literature DB >> 20439711

A mechanistic account of value computation in the human brain.

Marios G Philiastides1, Guido Biele, Hauke R Heekeren.   

Abstract

To make decisions based on the value of different options, we often have to combine different sources of probabilistic evidence. For example, when shopping for strawberries on a fruit stand, one uses their color and size to infer-with some uncertainty-which strawberries taste best. Despite much progress in understanding the neural underpinnings of value-based decision making in humans, it remains unclear how the brain represents different sources of probabilistic evidence and how they are used to compute value signals needed to drive the decision. Here, we use a visual probabilistic categorization task to show that regions in ventral temporal cortex encode probabilistic evidence for different decision alternatives, while ventromedial prefrontal cortex integrates information from these regions into a value signal using a difference-based comparator operation.

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Year:  2010        PMID: 20439711      PMCID: PMC2889112          DOI: 10.1073/pnas.1001732107

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  45 in total

1.  Neural correlates of a decision in the dorsolateral prefrontal cortex of the macaque.

Authors:  J N Kim; M N Shadlen
Journal:  Nat Neurosci       Date:  1999-02       Impact factor: 24.884

2.  Matching behavior and the representation of value in the parietal cortex.

Authors:  Leo P Sugrue; Greg S Corrado; William T Newsome
Journal:  Science       Date:  2004-06-18       Impact factor: 47.728

3.  A comparison of sequential sampling models for two-choice reaction time.

Authors:  Roger Ratcliff; Philip L Smith
Journal:  Psychol Rev       Date:  2004-04       Impact factor: 8.934

4.  A general mechanism for perceptual decision-making in the human brain.

Authors:  H R Heekeren; S Marrett; P A Bandettini; L G Ungerleider
Journal:  Nature       Date:  2004-10-14       Impact factor: 49.962

5.  Optimal representation of sensory information by neural populations.

Authors:  Mehrdad Jazayeri; J Anthony Movshon
Journal:  Nat Neurosci       Date:  2006-04-16       Impact factor: 24.884

6.  Decoding the neural substrates of reward-related decision making with functional MRI.

Authors:  Alan N Hampton; John P O'doherty
Journal:  Proc Natl Acad Sci U S A       Date:  2007-01-16       Impact factor: 11.205

Review 7.  Advances in functional and structural MR image analysis and implementation as FSL.

Authors:  Stephen M Smith; Mark Jenkinson; Mark W Woolrich; Christian F Beckmann; Timothy E J Behrens; Heidi Johansen-Berg; Peter R Bannister; Marilena De Luca; Ivana Drobnjak; David E Flitney; Rami K Niazy; James Saunders; John Vickers; Yongyue Zhang; Nicola De Stefano; J Michael Brady; Paul M Matthews
Journal:  Neuroimage       Date:  2004       Impact factor: 6.556

8.  Reward modulation of prefrontal and visual association cortex during an incentive working memory task.

Authors:  Daniel C Krawczyk; Adam Gazzaley; Mark D'Esposito
Journal:  Brain Res       Date:  2007-01-25       Impact factor: 3.252

Review 9.  A framework for studying the neurobiology of value-based decision making.

Authors:  Antonio Rangel; Colin Camerer; P Read Montague
Journal:  Nat Rev Neurosci       Date:  2008-06-11       Impact factor: 34.870

10.  Neural basis of a perceptual decision in the parietal cortex (area LIP) of the rhesus monkey.

Authors:  M N Shadlen; W T Newsome
Journal:  J Neurophysiol       Date:  2001-10       Impact factor: 2.714

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  62 in total

1.  Adaptive coding of reward prediction errors is gated by striatal coupling.

Authors:  Soyoung Q Park; Thorsten Kahnt; Deborah Talmi; Jörg Rieskamp; Raymond J Dolan; Hauke R Heekeren
Journal:  Proc Natl Acad Sci U S A       Date:  2012-02-27       Impact factor: 11.205

2.  How the brain integrates costs and benefits during decision making.

Authors:  Ulrike Basten; Guido Biele; Hauke R Heekeren; Christian J Fiebach
Journal:  Proc Natl Acad Sci U S A       Date:  2010-11-30       Impact factor: 11.205

3.  Contrasting Effects of Medial and Lateral Orbitofrontal Cortex Lesions on Credit Assignment and Decision-Making in Humans.

Authors:  MaryAnn P Noonan; Bolton K H Chau; Matthew F S Rushworth; Lesley K Fellows
Journal:  J Neurosci       Date:  2017-06-19       Impact factor: 6.167

4.  Temporally dissociable mechanisms of self-control: early attentional filtering versus late value modulation.

Authors:  Alison Harris; Todd Hare; Antonio Rangel
Journal:  J Neurosci       Date:  2013-11-27       Impact factor: 6.167

5.  Mindfulness training modulates value signals in ventromedial prefrontal cortex through input from insular cortex.

Authors:  Ulrich Kirk; Xiaosi Gu; Ann H Harvey; Peter Fonagy; P Read Montague
Journal:  Neuroimage       Date:  2014-06-21       Impact factor: 6.556

6.  Domain expertise insulates against judgment bias by monetary favors through a modulation of ventromedial prefrontal cortex.

Authors:  Ulrich Kirk; Ann Harvey; P Read Montague
Journal:  Proc Natl Acad Sci U S A       Date:  2011-06-06       Impact factor: 11.205

7.  Multialternative drift-diffusion model predicts the relationship between visual fixations and choice in value-based decisions.

Authors:  Ian Krajbich; Antonio Rangel
Journal:  Proc Natl Acad Sci U S A       Date:  2011-08-01       Impact factor: 11.205

8.  Neural encoding of opposing strategy values in anterior and posterior cingulate cortex.

Authors:  Xiaohong Wan; Kang Cheng; Keiji Tanaka
Journal:  Nat Neurosci       Date:  2015-04-20       Impact factor: 24.884

Review 9.  Categorization = decision making + generalization.

Authors:  Carol A Seger; Erik J Peterson
Journal:  Neurosci Biobehav Rev       Date:  2013-03-30       Impact factor: 8.989

10.  Stimulus value signals in ventromedial PFC reflect the integration of attribute value signals computed in fusiform gyrus and posterior superior temporal gyrus.

Authors:  Seung-Lark Lim; John P O'Doherty; Antonio Rangel
Journal:  J Neurosci       Date:  2013-05-15       Impact factor: 6.167

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