Literature DB >> 31209734

Neural signatures underlying deliberation in human foraging decisions.

Samantha V Abram1,2, Michael Hanke3,4, A David Redish5, Angus W MacDonald6,7.   

Abstract

Humans have a remarkable capacity to mentally project themselves far ahead in time. This ability, which entails the mental simulation of events, is thought to be fundamental to deliberative decision making, as it allows us to search through and evaluate possible choices. Many decisions that humans make are foraging decisions, in which one must decide whether an available offer is worth taking, when compared to unknown future possibilities (i.e., the background). Using a translational decision-making paradigm designed to reveal decision preferences in rats, we found that humans engaged in deliberation when making foraging decisions. A key feature of this task is that preferences (and thus, value) are revealed as a function of serial choices. Like rats, humans also took longer to respond when faced with difficult decisions near their preference boundary, which was associated with prefrontal and hippocampal activation, exemplifying cross-species parallels in deliberation. Furthermore, we found that voxels within the visual cortices encoded neural representations of the available possibilities specifically following regret-inducing experiences, in which the subject had previously rejected a good offer only to encounter a low-valued offer on the subsequent trial.

Entities:  

Keywords:  Deliberation; Episodic simulation; Foraging; Neural decoding; Regret; fMRI

Year:  2019        PMID: 31209734      PMCID: PMC6864259          DOI: 10.3758/s13415-019-00733-z

Source DB:  PubMed          Journal:  Cogn Affect Behav Neurosci        ISSN: 1530-7026            Impact factor:   3.282


  72 in total

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Authors:  Rebekah E Smith
Journal:  J Exp Psychol Learn Mem Cogn       Date:  2003-05       Impact factor: 3.051

2.  Hippocampal replay contributes to within session learning in a temporal difference reinforcement learning model.

Authors:  Adam Johnson; A David Redish
Journal:  Neural Netw       Date:  2005-09-29

3.  Dissociable but inter-related systems of cognitive control and reward during decision making: evidence from pupillometry and event-related fMRI.

Authors:  Theodore D Satterthwaite; Leonard Green; Joel Myerson; Jamie Parker; Mohana Ramaratnam; Randy L Buckner
Journal:  Neuroimage       Date:  2007-05-24       Impact factor: 6.556

4.  Disrupting the medial prefrontal cortex alters hippocampal sequences during deliberative decision making.

Authors:  Brandy Schmidt; Anneke A Duin; A David Redish
Journal:  J Neurophysiol       Date:  2019-03-20       Impact factor: 2.714

5.  Triple dissociation of information processing in dorsal striatum, ventral striatum, and hippocampus on a learned spatial decision task.

Authors:  Matthijs A A van der Meer; Adam Johnson; Neil C Schmitzer-Torbert; A David Redish
Journal:  Neuron       Date:  2010-07-15       Impact factor: 17.173

6.  Remembering the past and imagining the future: common and distinct neural substrates during event construction and elaboration.

Authors:  Donna Rose Addis; Alana T Wong; Daniel L Schacter
Journal:  Neuropsychologia       Date:  2006-11-28       Impact factor: 3.139

Review 7.  Machine learning classifiers and fMRI: a tutorial overview.

Authors:  Francisco Pereira; Tom Mitchell; Matthew Botvinick
Journal:  Neuroimage       Date:  2008-11-21       Impact factor: 6.556

8.  Coding of Stimuli by Animals: Retrospection, Prospection, Episodic Memory and Future Planning.

Authors:  Thomas R Zentall
Journal:  Learn Motiv       Date:  2010-11-01

Review 9.  The cognitive neuroscience of constructive memory: remembering the past and imagining the future.

Authors:  Daniel L Schacter; Donna Rose Addis
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2007-05-29       Impact factor: 6.237

10.  Neural mechanisms of foraging.

Authors:  Nils Kolling; Timothy E J Behrens; Rogier B Mars; Matthew F S Rushworth
Journal:  Science       Date:  2012-04-06       Impact factor: 47.728

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  4 in total

Review 1.  Deliberating trade-offs with the future.

Authors:  Adam Bulley; Daniel L Schacter
Journal:  Nat Hum Behav       Date:  2020-03-17

2.  Sensitivity to Sunk Costs Depends on Attention to the Delay.

Authors:  Rebecca Kazinka; Angus W MacDonald; A David Redish
Journal:  Front Psychol       Date:  2021-02-22

3.  Vicarious Trial-and-Error Is Enhanced During Deliberation in Human Virtual Navigation in a Translational Foraging Task.

Authors:  Thach Huynh; Keanan Alstatt; Samantha V Abram; Neil Schmitzer-Torbert
Journal:  Front Behav Neurosci       Date:  2021-04-12       Impact factor: 3.558

4.  Memory and decision making interact to shape the value of unchosen options.

Authors:  Natalie Biderman; Daphna Shohamy
Journal:  Nat Commun       Date:  2021-07-30       Impact factor: 14.919

  4 in total

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