Literature DB >> 24639493

Disentangling neural representations of value and salience in the human brain.

Thorsten Kahnt1, Soyoung Q Park, John-Dylan Haynes, Philippe N Tobler.   

Abstract

A large body of evidence has implicated the posterior parietal and orbitofrontal cortex in the processing of value. However, value correlates perfectly with salience when appetitive stimuli are investigated in isolation. Accordingly, considerable uncertainty has remained about the precise nature of the previously identified signals. In particular, recent evidence suggests that neurons in the primate parietal cortex signal salience instead of value. To investigate neural signatures of value and salience, here we apply multivariate (pattern-based) analyses to human functional MRI data acquired during a noninstrumental outcome-prediction task involving appetitive and aversive outcomes. Reaction time data indicated additive and independent effects of value and salience. Critically, we show that multivoxel ensemble activity in the posterior parietal cortex encodes predicted value and salience in superior and inferior compartments, respectively. These findings reinforce the earlier reports of parietal value signals and reconcile them with the recent salience report. Moreover, we find that multivoxel patterns in the orbitofrontal cortex correlate with value. Importantly, the patterns coding for the predicted value of appetitive and aversive outcomes are similar, indicating a common neural scale for appetite and aversive values in the orbitofrontal cortex. Thus orbitofrontal activity patterns satisfy a basic requirement for a neural value signal.

Entities:  

Keywords:  MVPA; attention; decision-making; punishment; reward

Mesh:

Year:  2014        PMID: 24639493      PMCID: PMC3977254          DOI: 10.1073/pnas.1320189111

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


  52 in total

1.  Abstract reward and punishment representations in the human orbitofrontal cortex.

Authors:  J O'Doherty; M L Kringelbach; E T Rolls; J Hornak; C Andrews
Journal:  Nat Neurosci       Date:  2001-01       Impact factor: 24.884

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Authors:  M L Platt; P W Glimcher
Journal:  Nature       Date:  1999-07-15       Impact factor: 49.962

3.  Relative reward preference in primate orbitofrontal cortex.

Authors:  L Tremblay; W Schultz
Journal:  Nature       Date:  1999-04-22       Impact factor: 49.962

4.  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

5.  Decoding the formation of reward predictions across learning.

Authors:  Thorsten Kahnt; Jakob Heinzle; Soyoung Q Park; John-Dylan Haynes
Journal:  J Neurosci       Date:  2011-10-12       Impact factor: 6.167

6.  A model for Pavlovian learning: variations in the effectiveness of conditioned but not of unconditioned stimuli.

Authors:  J M Pearce; G Hall
Journal:  Psychol Rev       Date:  1980-11       Impact factor: 8.934

7.  Orbitofrontal cortex and basolateral amygdala encode expected outcomes during learning.

Authors:  G Schoenbaum; A A Chiba; M Gallagher
Journal:  Nat Neurosci       Date:  1998-06       Impact factor: 24.884

8.  Predicting the orientation of invisible stimuli from activity in human primary visual cortex.

Authors:  John-Dylan Haynes; Geraint Rees
Journal:  Nat Neurosci       Date:  2005-04-24       Impact factor: 24.884

9.  Decoding the visual and subjective contents of the human brain.

Authors:  Yukiyasu Kamitani; Frank Tong
Journal:  Nat Neurosci       Date:  2005-04-24       Impact factor: 24.884

10.  Encoding predictive reward value in human amygdala and orbitofrontal cortex.

Authors:  Jay A Gottfried; John O'Doherty; Raymond J Dolan
Journal:  Science       Date:  2003-08-22       Impact factor: 47.728

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  63 in total

1.  Discrete coding of stimulus value, reward expectation, and reward prediction error in the dorsal striatum.

Authors:  Kei Oyama; Yukina Tateyama; István Hernádi; Philippe N Tobler; Toshio Iijima; Ken-Ichiro Tsutsui
Journal:  J Neurophysiol       Date:  2015-09-16       Impact factor: 2.714

Review 2.  Motivational Deficits in Schizophrenia and the Representation of Expected Value.

Authors:  James A Waltz; James M Gold
Journal:  Curr Top Behav Neurosci       Date:  2016

3.  The Role of the Parietal Cortex in the Representation of Task-Reward Associations.

Authors:  David Wisniewski; Carlo Reverberi; Ida Momennejad; Thorsten Kahnt; John-Dylan Haynes
Journal:  J Neurosci       Date:  2015-09-09       Impact factor: 6.167

4.  Reward anticipation and punishment anticipation are instantiated in the brain via opponent mechanisms.

Authors:  Jessica I Lake; Jeffrey M Spielberg; Zachary P Infantolino; Laura D Crocker; Cindy M Yee; Wendy Heller; Gregory A Miller
Journal:  Psychophysiology       Date:  2019-05-06       Impact factor: 4.016

5.  Identity-Specific Reward Representations in Orbitofrontal Cortex Are Modulated by Selective Devaluation.

Authors:  James D Howard; Thorsten Kahnt
Journal:  J Neurosci       Date:  2017-02-03       Impact factor: 6.167

6.  Elucidating the underlying components of food valuation in the human orbitofrontal cortex.

Authors:  Shinsuke Suzuki; Logan Cross; John P O'Doherty
Journal:  Nat Neurosci       Date:  2017-10-23       Impact factor: 24.884

7.  Cocaine cue-induced dopamine release in the human prefrontal cortex.

Authors:  Michele S Milella; Aryandokht Fotros; Paul Gravel; Kevin F Casey; Kevin Larcher; Jeroen A J Verhaeghe; Sylvia M L Cox; Andrew J Reader; Alain Dagher; Chawki Benkelfat; Marco Leyton
Journal:  J Psychiatry Neurosci       Date:  2016-08       Impact factor: 6.186

8.  Individual differences in sensitivity to reward and punishment and neural activity during reward and avoidance learning.

Authors:  Sang Hee Kim; HeungSik Yoon; Hackjin Kim; Stephan Hamann
Journal:  Soc Cogn Affect Neurosci       Date:  2015-02-12       Impact factor: 3.436

9.  Identity-specific coding of future rewards in the human orbitofrontal cortex.

Authors:  James D Howard; Jay A Gottfried; Philippe N Tobler; Thorsten Kahnt
Journal:  Proc Natl Acad Sci U S A       Date:  2015-04-06       Impact factor: 11.205

10.  The neural representation of social status in the extended face-processing network.

Authors:  Jessica E Koski; Jessica A Collins; Ingrid R Olson
Journal:  Eur J Neurosci       Date:  2017-12-08       Impact factor: 3.386

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