Literature DB >> 22939568

Value normalization in decision making: theory and evidence.

Antonio Rangel1, John A Clithero.   

Abstract

A sizable body of evidence has shown that the brain computes several types of value-related signals to guide decision making, such as stimulus values, outcome values, and prediction errors. A critical question for understanding decision-making mechanisms is whether these value signals are computed using an absolute or a normalized code. Under an absolute code, the neural response used to represent the value of a given stimulus does not depend on what other values might have been encountered. By contrast, under a normalized code, the neural response associated with a given value depends on its relative position in the distribution of values. This review provides a simple framework for thinking about value normalization, and uses it to evaluate the existing experimental evidence.
Copyright © 2012 Elsevier Ltd. All rights reserved.

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Year:  2012        PMID: 22939568      PMCID: PMC4334383          DOI: 10.1016/j.conb.2012.07.011

Source DB:  PubMed          Journal:  Curr Opin Neurobiol        ISSN: 0959-4388            Impact factor:   6.627


  68 in total

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Authors:  W Schultz
Journal:  Nat Rev Neurosci       Date:  2000-12       Impact factor: 34.870

2.  Adaptive rescaling maximizes information transmission.

Authors:  N Brenner; W Bialek; R de Ruyter van Steveninck
Journal:  Neuron       Date:  2000-06       Impact factor: 17.173

3.  Temporal difference models and reward-related learning in the human brain.

Authors:  John P O'Doherty; Peter Dayan; Karl Friston; Hugo Critchley; Raymond J Dolan
Journal:  Neuron       Date:  2003-04-24       Impact factor: 17.173

4.  Dissociated neural representations of intensity and valence in human olfaction.

Authors:  A K Anderson; K Christoff; I Stappen; D Panitz; D G Ghahremani; G Glover; J D E Gabrieli; N Sobel
Journal:  Nat Neurosci       Date:  2003-02       Impact factor: 24.884

5.  Dissociation of neural representation of intensity and affective valuation in human gustation.

Authors:  Dana M Small; Michael D Gregory; Y Erica Mak; Darren Gitelman; M Marsel Mesulam; Todd Parrish
Journal:  Neuron       Date:  2003-08-14       Impact factor: 17.173

6.  Normalization of cell responses in cat striate cortex.

Authors:  D J Heeger
Journal:  Vis Neurosci       Date:  1992-08       Impact factor: 3.241

7.  The effects of background illumination on the photoresponses of red and green cones.

Authors:  R A Normann; I Perlman
Journal:  J Physiol       Date:  1979-01       Impact factor: 5.182

8.  A simple coding procedure enhances a neuron's information capacity.

Authors:  S Laughlin
Journal:  Z Naturforsch C Biosci       Date:  1981 Sep-Oct

9.  Human cortical responses to water in the mouth, and the effects of thirst.

Authors:  Ivan E T de Araujo; Morten L Kringelbach; Edmund T Rolls; Francis McGlone
Journal:  J Neurophysiol       Date:  2003-05-28       Impact factor: 2.714

10.  Activation of the human orbitofrontal cortex to a liquid food stimulus is correlated with its subjective pleasantness.

Authors:  M L Kringelbach; J O'Doherty; E T Rolls; C Andrews
Journal:  Cereb Cortex       Date:  2003-10       Impact factor: 5.357

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  42 in total

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Authors:  Sirawaj Itthipuripat; Kexin Cha; Napat Rangsipat; John T Serences
Journal:  J Neurophysiol       Date:  2015-05-20       Impact factor: 2.714

2.  Normalization is a general neural mechanism for context-dependent decision making.

Authors:  Kenway Louie; Mel W Khaw; Paul W Glimcher
Journal:  Proc Natl Acad Sci U S A       Date:  2013-03-25       Impact factor: 11.205

3.  A Bayesian model of context-sensitive value attribution.

Authors:  Francesco Rigoli; Karl J Friston; Cristina Martinelli; Mirjana Selaković; Sukhwinder S Shergill; Raymond J Dolan
Journal:  Elife       Date:  2016-06-22       Impact factor: 8.140

Review 4.  The Neurobiology of Impulsive Aggression.

Authors:  Robert J R Blair
Journal:  J Child Adolesc Psychopharmacol       Date:  2015-10-14       Impact factor: 2.576

5.  Normalized value coding explains dynamic adaptation in the human valuation process.

Authors:  Mel W Khaw; Paul W Glimcher; Kenway Louie
Journal:  Proc Natl Acad Sci U S A       Date:  2017-11-13       Impact factor: 11.205

6.  Visual Memories Bypass Normalization.

Authors:  Ilona M Bloem; Yurika L Watanabe; Melissa M Kibbe; Sam Ling
Journal:  Psychol Sci       Date:  2018-03-29

7.  Applying a Cognitive Neuroscience Perspective to Disruptive Behavior Disorders: Implications for Schools.

Authors:  Patrick M Tyler; Stuart F White; Ronald W Thompson; R J R Blair
Journal:  Dev Neuropsychol       Date:  2018-02-12       Impact factor: 2.253

8.  Relative valuation of pain in human orbitofrontal cortex.

Authors:  Joel S Winston; Ivo Vlaev; Ben Seymour; Nick Chater; Raymond J Dolan
Journal:  J Neurosci       Date:  2014-10-29       Impact factor: 6.167

Review 9.  Do humans make good decisions?

Authors:  Christopher Summerfield; Konstantinos Tsetsos
Journal:  Trends Cogn Sci       Date:  2014-12-06       Impact factor: 20.229

10.  The evil of banality: When choosing between the mundane feels like choosing between the worst.

Authors:  Amitai Shenhav; Carolyn K Dean Wolf; Uma R Karmarkar
Journal:  J Exp Psychol Gen       Date:  2018-05-17
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