Literature DB >> 20071516

Adaptation of reward sensitivity in orbitofrontal neurons.

Shunsuke Kobayashi1, Ofelia Pinto de Carvalho, Wolfram Schultz.   

Abstract

Animals depend on a large variety of rewards but their brains have a limited dynamic coding range. When rewards are uncertain, neuronal coding needs to cover a wide range of possible rewards. However, when reward is likely to occur within a specific range, focusing the sensitivity on the predicted range would optimize the discrimination of small reward differences. One way to overcome the trade-off between wide coverage and optimal discrimination is to adapt reward sensitivity dynamically to the available rewards. We investigated how changes in reward distribution influenced the coding of reward in the orbitofrontal cortex. Animals performed an oculomotor task in which a fixation cue predicted the SD of the probability distribution of juice volumes, while the expected mean volume was kept constant. A subsequent cue specified the exact juice volume obtained for a correct saccade response. Population responses of orbitofrontal neurons that reflected the predicted juice volume showed adaptation to the reward distribution. Statistical tests on individual responses revealed that a quarter of value-coding neurons shifted the reward sensitivity slope significantly between two reward distributions, whereas the remaining neurons showed insignificant change or lack of adaptation. Adaptations became more prominent when reward distributions changed less frequently, indicating time constraints for assessing reward distributions and adjusting neuronal sensitivity. The observed neuronal adaptation would optimize discrimination and contribute to the efficient coding of a large variety of potential rewards by neurons with limited dynamic range.

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Mesh:

Year:  2010        PMID: 20071516      PMCID: PMC2880492          DOI: 10.1523/JNEUROSCI.4009-09.2010

Source DB:  PubMed          Journal:  J Neurosci        ISSN: 0270-6474            Impact factor:   6.167


  31 in total

1.  Delay activity of orbital and lateral prefrontal neurons of the monkey varying with different rewards.

Authors:  K Hikosaka; M Watanabe
Journal:  Cereb Cortex       Date:  2000-03       Impact factor: 5.357

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.  Influence of reward expectation on visuospatial processing in macaque lateral prefrontal cortex.

Authors:  Shunsuke Kobayashi; Johan Lauwereyns; Masashi Koizumi; Masamichi Sakagami; Okihide Hikosaka
Journal:  J Neurophysiol       Date:  2002-03       Impact factor: 2.714

4.  Discrete coding of reward probability and uncertainty by dopamine neurons.

Authors:  Christopher D Fiorillo; Philippe N Tobler; Wolfram Schultz
Journal:  Science       Date:  2003-03-21       Impact factor: 47.728

5.  Adaptive coding of reward value by dopamine neurons.

Authors:  Philippe N Tobler; Christopher D Fiorillo; Wolfram Schultz
Journal:  Science       Date:  2005-03-11       Impact factor: 47.728

6.  Neurons in the orbitofrontal cortex encode economic value.

Authors:  Camillo Padoa-Schioppa; John A Assad
Journal:  Nature       Date:  2006-04-23       Impact factor: 49.962

7.  Light adaptation in cone vision involves switching between receptor and post-receptor sites.

Authors:  Felice A Dunn; Martin J Lankheet; Fred Rieke
Journal:  Nature       Date:  2007-09-12       Impact factor: 49.962

8.  Range-adapting representation of economic value in the orbitofrontal cortex.

Authors:  Camillo Padoa-Schioppa
Journal:  J Neurosci       Date:  2009-11-04       Impact factor: 6.167

9.  Neural population coding of sound level adapts to stimulus statistics.

Authors:  Isabel Dean; Nicol S Harper; David McAlpine
Journal:  Nat Neurosci       Date:  2005-11-06       Impact factor: 24.884

10.  Shifts in coding properties and maintenance of information transmission during adaptation in barrel cortex.

Authors:  Miguel Maravall; Rasmus S Petersen; Adrienne L Fairhall; Ehsan Arabzadeh; Mathew E Diamond
Journal:  PLoS Biol       Date:  2007-02       Impact factor: 8.029

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  77 in total

1.  Visual preferences for sex and status in female rhesus macaques.

Authors:  Karli K Watson; Jason H Ghodasra; Melissa A Furlong; Michael L Platt
Journal:  Anim Cogn       Date:  2011-12-13       Impact factor: 3.084

Review 2.  Does the orbitofrontal cortex signal value?

Authors:  Geoffrey Schoenbaum; Yuji Takahashi; Tzu-Lan Liu; Michael A McDannald
Journal:  Ann N Y Acad Sci       Date:  2011-12       Impact factor: 5.691

Review 3.  The orbitofrontal cortex and the computation of subjective value: consolidated concepts and new perspectives.

Authors:  Camillo Padoa-Schioppa; Xinying Cai
Journal:  Ann N Y Acad Sci       Date:  2011-12       Impact factor: 5.691

4.  It's a pleasure: a tale of two cortical areas.

Authors:  Daeyeol Lee
Journal:  Nat Neurosci       Date:  2011-11-23       Impact factor: 24.884

5.  Modulation of value representation by social context in the primate orbitofrontal cortex.

Authors:  João C B Azzi; Angela Sirigu; Jean-René Duhamel
Journal:  Proc Natl Acad Sci U S A       Date:  2012-01-23       Impact factor: 11.205

6.  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

7.  Intersection of reward and memory in monkey rhinal cortex.

Authors:  Andrew M Clark; Sebastien Bouret; Adrienne M Young; Barry J Richmond
Journal:  J Neurosci       Date:  2012-05-16       Impact factor: 6.167

Review 8.  Reinforcement learning models and their neural correlates: An activation likelihood estimation meta-analysis.

Authors:  Henry W Chase; Poornima Kumar; Simon B Eickhoff; Alexandre Y Dombrovski
Journal:  Cogn Affect Behav Neurosci       Date:  2015-06       Impact factor: 3.282

9.  Informational basis of sensory adaptation: entropy and single-spike efficiency in rat barrel cortex.

Authors:  Mehdi Adibi; Colin W G Clifford; Ehsan Arabzadeh
Journal:  J Neurosci       Date:  2013-09-11       Impact factor: 6.167

Review 10.  Specializations for reward-guided decision-making in the primate ventral prefrontal cortex.

Authors:  Elisabeth A Murray; Peter H Rudebeck
Journal:  Nat Rev Neurosci       Date:  2018-07       Impact factor: 34.870

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