Literature DB >> 19733074

Neurons in posterior cingulate cortex signal exploratory decisions in a dynamic multioption choice task.

John M Pearson1, Benjamin Y Hayden, Sridhar Raghavachari, Michael L Platt.   

Abstract

In dynamic environments, adaptive behavior requires striking a balance between harvesting currently available rewards (exploitation) and gathering information about alternative options (exploration). Such strategic decisions should incorporate not only recent reward history, but also opportunity costs and environmental statistics. Previous neuroimaging and neurophysiological studies have implicated orbitofrontal cortex, anterior cingulate cortex, and ventral striatum in distinguishing between bouts of exploration and exploitation. Nonetheless, the neuronal mechanisms that underlie strategy selection remain poorly understood. We hypothesized that posterior cingulate cortex (CGp), an area linking reward processing, attention, memory, and motor control systems, mediates the integration of variables such as reward, uncertainty, and target location that underlie this dynamic balance. Here we show that CGp neurons distinguish between exploratory and exploitative decisions made by monkeys in a dynamic foraging task. Moreover, firing rates of these neurons predict in graded fashion the strategy most likely to be selected on upcoming trials. This encoding is distinct from switching between targets and is independent of the absolute magnitudes of rewards. These observations implicate CGp in the integration of individual outcomes across decision making and the modification of strategy in dynamic environments.

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Year:  2009        PMID: 19733074      PMCID: PMC3515083          DOI: 10.1016/j.cub.2009.07.048

Source DB:  PubMed          Journal:  Curr Biol        ISSN: 0960-9822            Impact factor:   10.834


  22 in total

1.  Saccade reward signals in posterior cingulate cortex.

Authors:  Allison N McCoy; Justin C Crowley; Golnaz Haghighian; Heather L Dean; Michael L Platt
Journal:  Neuron       Date:  2003-12-04       Impact factor: 17.173

2.  The Eyelink Toolbox: eye tracking with MATLAB and the Psychophysics Toolbox.

Authors:  Frans W Cornelissen; Enno M Peters; John Palmer
Journal:  Behav Res Methods Instrum Comput       Date:  2002-11

3.  Visual and saccade-related activity in macaque posterior cingulate cortex.

Authors:  Heather L Dean; Justin C Crowley; Michael L Platt
Journal:  J Neurophysiol       Date:  2004-06-16       Impact factor: 2.714

4.  Prefrontal cortex and decision making in a mixed-strategy game.

Authors:  Dominic J Barraclough; Michelle L Conroy; Daeyeol Lee
Journal:  Nat Neurosci       Date:  2004-03-07       Impact factor: 24.884

5.  Muscarinic receptor binding increases in anterior thalamus and cingulate cortex during discriminative avoidance learning.

Authors:  B A Vogt; M Gabriel; L J Vogt; A Poremba; E L Jensen; Y Kubota; E Kang
Journal:  J Neurosci       Date:  1991-06       Impact factor: 6.167

6.  Interaction of laminae of the cingulate cortex with the anteroventral thalamus during behavioral learning.

Authors:  M Gabriel; K Foster; E Orona
Journal:  Science       Date:  1980-05-30       Impact factor: 47.728

7.  Interactions between decision making and performance monitoring within prefrontal cortex.

Authors:  Mark E Walton; Joseph T Devlin; Matthew F S Rushworth
Journal:  Nat Neurosci       Date:  2004-10-24       Impact factor: 24.884

8.  Hippocampal control of cingulate cortical and anterior thalamic information processing during learning in rabbits.

Authors:  M Gabriel; S P Sparenborg; N Stolar
Journal:  Exp Brain Res       Date:  1987       Impact factor: 1.972

9.  Effects of cingulate cortical lesions on avoidance learning and training-induced unit activity in rabbits.

Authors:  M Gabriel; Y Kubota; S Sparenborg; K Straube; B A Vogt
Journal:  Exp Brain Res       Date:  1991       Impact factor: 1.972

10.  Frontal cortex subregions play distinct roles in choices between actions and stimuli.

Authors:  Peter H Rudebeck; Timothy E Behrens; Steven W Kennerley; Mark G Baxter; Mark J Buckley; Mark E Walton; Matthew F S Rushworth
Journal:  J Neurosci       Date:  2008-12-17       Impact factor: 6.167

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  77 in total

1.  Frontal theta reflects uncertainty and unexpectedness during exploration and exploitation.

Authors:  James F Cavanagh; Christina M Figueroa; Michael X Cohen; Michael J Frank
Journal:  Cereb Cortex       Date:  2011-11-25       Impact factor: 5.357

2.  Comparing apples and oranges: using reward-specific and reward-general subjective value representation in the brain.

Authors:  Dino J Levy; Paul W Glimcher
Journal:  J Neurosci       Date:  2011-10-12       Impact factor: 6.167

3.  Affective modulation of cognitive control is determined by performance-contingency and mediated by ventromedial prefrontal and cingulate cortex.

Authors:  Senne Braem; Joseph A King; Franziska M Korb; Ruth M Krebs; Wim Notebaert; Tobias Egner
Journal:  J Neurosci       Date:  2013-10-23       Impact factor: 6.167

4.  Ventromedial Prefrontal Cortex Tracks Multiple Environmental Variables during Search.

Authors:  Priyanka S Mehta; Jiaxin Cindy Tu; Giuliana A LoConte; Meghan C Pesce; Benjamin Y Hayden
Journal:  J Neurosci       Date:  2019-04-26       Impact factor: 6.167

5.  Neuronal Activity in the Posterior Cingulate Cortex Signals Environmental Information and Predicts Behavioral Variability during Trapline Foraging.

Authors:  David L Barack; Michael L Platt
Journal:  J Neurosci       Date:  2021-02-03       Impact factor: 6.167

Review 6.  A Primer on Foraging and the Explore/Exploit Trade-Off for Psychiatry Research.

Authors:  M A Addicott; J M Pearson; M M Sweitzer; D L Barack; M L Platt
Journal:  Neuropsychopharmacology       Date:  2017-05-29       Impact factor: 7.853

Review 7.  Time discounting and time preference in animals: A critical review.

Authors:  Benjamin Y Hayden
Journal:  Psychon Bull Rev       Date:  2016-02

8.  Monkeys are curious about counterfactual outcomes.

Authors:  Maya Zhe Wang; Benjamin Y Hayden
Journal:  Cognition       Date:  2019-03-16

9.  Smoking and the bandit: a preliminary study of smoker and nonsmoker differences in exploratory behavior measured with a multiarmed bandit task.

Authors:  Merideth A Addicott; John M Pearson; Jessica Wilson; Michael L Platt; F Joseph McClernon
Journal:  Exp Clin Psychopharmacol       Date:  2012-12-17       Impact factor: 3.157

10.  The description-experience gap in risky choice in nonhuman primates.

Authors:  Sarah R Heilbronner; Benjamin Y Hayden
Journal:  Psychon Bull Rev       Date:  2016-04
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