Literature DB >> 23518140

Insights from the application of computational neuroimaging to social neuroscience.

Simon Dunne1, John P O'Doherty.   

Abstract

A recent approach in social neuroscience has been the application of formal computational models for a particular social-cognitive process to neuroimaging data. Here we review preliminary findings from this nascent subfield, focusing on observational learning and strategic interactions. We present evidence consistent with the existence of three distinct learning systems that may contribute to social cognition: an observational-reward-learning system involved in updating expectations of future reward based on observing rewards obtained by others, an action-observational learning system involved in learning about the action tendencies of others, and a third system engaged when it is necessary to learn about the hidden mental-states or traits of another. These three systems appear to map onto distinct neuroanatomical substrates, and depend on unique computational signals.
Copyright © 2013 Elsevier Ltd. All rights reserved.

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Year:  2013        PMID: 23518140      PMCID: PMC3672247          DOI: 10.1016/j.conb.2013.02.007

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


  43 in total

Review 1.  Neuroimaging of cognitive functions in human parietal cortex.

Authors:  J C Culham; N G Kanwisher
Journal:  Curr Opin Neurobiol       Date:  2001-04       Impact factor: 6.627

2.  Responses of human frontal cortex to surprising events are predicted by formal associative learning theory.

Authors:  P C Fletcher; J M Anderson; D R Shanks; R Honey; T A Carpenter; T Donovan; N Papadakis; E T Bullmore
Journal:  Nat Neurosci       Date:  2001-10       Impact factor: 24.884

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

Review 4.  Human prefrontal cortex: processing and representational perspectives.

Authors:  Jacqueline N Wood; Jordan Grafman
Journal:  Nat Rev Neurosci       Date:  2003-02       Impact factor: 34.870

Review 5.  Uniquely human social cognition.

Authors:  Rebecca Saxe
Journal:  Curr Opin Neurobiol       Date:  2006-03-20       Impact factor: 6.627

Review 6.  The emergence of social cognitive neuroscience.

Authors:  K N Ochsner; M D Lieberman
Journal:  Am Psychol       Date:  2001-09

7.  Dissociable roles of mid-dorsolateral prefrontal and anterior inferotemporal cortex in visual working memory.

Authors:  M Petrides
Journal:  J Neurosci       Date:  2000-10-01       Impact factor: 6.167

Review 8.  The social brain: neural basis of social knowledge.

Authors:  Ralph Adolphs
Journal:  Annu Rev Psychol       Date:  2009       Impact factor: 24.137

9.  Associative learning of social value.

Authors:  Timothy E J Behrens; Laurence T Hunt; Mark W Woolrich; Matthew F S Rushworth
Journal:  Nature       Date:  2008-11-13       Impact factor: 49.962

10.  Game theory of mind.

Authors:  Wako Yoshida; Ray J Dolan; Karl J Friston
Journal:  PLoS Comput Biol       Date:  2008-12-26       Impact factor: 4.475

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  21 in total

Review 1.  Theory of mind: a neural prediction problem.

Authors:  Jorie Koster-Hale; Rebecca Saxe
Journal:  Neuron       Date:  2013-09-04       Impact factor: 17.173

2.  The involvement of model-based but not model-free learning signals during observational reward learning in the absence of choice.

Authors:  Simon Dunne; Arun D'Souza; John P O'Doherty
Journal:  J Neurophysiol       Date:  2016-04-06       Impact factor: 2.714

3.  Dorsolateral and dorsomedial prefrontal cortex track distinct properties of dynamic social behavior.

Authors:  Kelsey R McDonald; John M Pearson; Scott A Huettel
Journal:  Soc Cogn Affect Neurosci       Date:  2020-06-23       Impact factor: 3.436

4.  Neural mechanisms underlying human consensus decision-making.

Authors:  Shinsuke Suzuki; Ryo Adachi; Simon Dunne; Peter Bossaerts; John P O'Doherty
Journal:  Neuron       Date:  2015-04-09       Impact factor: 17.173

Review 5.  The application of computational models to social neuroscience: promises and pitfalls.

Authors:  Caroline J Charpentier; John P O'Doherty
Journal:  Soc Neurosci       Date:  2018-09-12       Impact factor: 2.083

Review 6.  Deconstructing and reconstructing theory of mind.

Authors:  Sara M Schaafsma; Donald W Pfaff; Robert P Spunt; Ralph Adolphs
Journal:  Trends Cogn Sci       Date:  2014-12-11       Impact factor: 20.229

7.  A Neuro-computational Account of Arbitration between Choice Imitation and Goal Emulation during Human Observational Learning.

Authors:  Caroline J Charpentier; Kiyohito Iigaya; John P O'Doherty
Journal:  Neuron       Date:  2020-03-17       Impact factor: 17.173

Review 8.  Breaking human social decision making into multiple components and then putting them together again.

Authors:  Shinsuke Suzuki; John P O'Doherty
Journal:  Cortex       Date:  2020-03-09       Impact factor: 4.027

Review 9.  A universal role of the ventral striatum in reward-based learning: evidence from human studies.

Authors:  Reka Daniel; Stefan Pollmann
Journal:  Neurobiol Learn Mem       Date:  2014-05-10       Impact factor: 2.877

Review 10.  Toward a neural basis for social behavior.

Authors:  Damian A Stanley; Ralph Adolphs
Journal:  Neuron       Date:  2013-10-30       Impact factor: 17.173

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