Inference-Based Decisions in a Hidden State Foraging Task: Differential Contributions of Prefrontal Cortical Areas.


Journal

Neuron
ISSN: 1097-4199
Titre abrégé: Neuron
Pays: United States
ID NLM: 8809320

Informations de publication

Date de publication:
08 04 2020
Historique:
received: 14 06 2019
revised: 24 10 2019
accepted: 14 01 2020
pubmed: 13 2 2020
medline: 29 7 2020
entrez: 13 2 2020
Statut: ppublish

Résumé

Essential features of the world are often hidden and must be inferred by constructing internal models based on indirect evidence. Here, to study the mechanisms of inference, we establish a foraging task that is naturalistic and easily learned yet can distinguish inference from simpler strategies such as the direct integration of sensory data. We show that both mice and humans learn a strategy consistent with optimal inference of a hidden state. However, humans acquire this strategy more than an order of magnitude faster than mice. Using optogenetics in mice, we show that orbitofrontal and anterior cingulate cortex inactivation impacts task performance, but only orbitofrontal inactivation reverts mice from an inference-based to a stimulus-bound decision strategy. These results establish a cross-species paradigm for studying the problem of inference-based decision making and begins to dissect the network of brain regions crucial for its performance.

Identifiants

pubmed: 32048995
pii: S0896-6273(20)30043-X
doi: 10.1016/j.neuron.2020.01.017
pmc: PMC7146546
pii:
doi:

Types de publication

Journal Article Research Support, Non-U.S. Gov't Video-Audio Media

Langues

eng

Sous-ensembles de citation

IM

Pagination

166-176.e6

Subventions

Organisme : European Research Council
ID : 671251
Pays : International

Informations de copyright

Copyright © 2020 The Authors. Published by Elsevier Inc. All rights reserved.

Déclaration de conflit d'intérêts

Declaration of interests The authors declare no competing interests.

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Auteurs

Pietro Vertechi (P)

Champalimaud Research, Champalimaud Centre for the Unknown, 1400-038 Lisbon, Portugal.

Eran Lottem (E)

The Edmond and Lily Safra Center for Brain Sciences, The Hebrew University of Jerusalem, Edmond J. Safra Campus, Givat Ram, 91904 Jerusalem, Israel.

Dario Sarra (D)

Champalimaud Research, Champalimaud Centre for the Unknown, 1400-038 Lisbon, Portugal.

Beatriz Godinho (B)

Champalimaud Research, Champalimaud Centre for the Unknown, 1400-038 Lisbon, Portugal; Nuffield Department of Clinical Neurosciences, University of Oxford, John Radcliffe Hospital, Oxford OX3 9DU, UK.

Isaac Treves (I)

MIT Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Room 46-2005, Cambridge, MA 02139-4307, USA.

Tiago Quendera (T)

Champalimaud Research, Champalimaud Centre for the Unknown, 1400-038 Lisbon, Portugal.

Matthijs Nicolai Oude Lohuis (MN)

Cognitive and Systems Neuroscience Group, Swammerdam Institute for Life Sciences, Faculty of Science, University of Amsterdam, 1098XH Amsterdam, the Netherlands; Research Priority Area Brain and Cognition, University of Amsterdam, Amsterdam, the Netherlands.

Zachary F Mainen (ZF)

Champalimaud Research, Champalimaud Centre for the Unknown, 1400-038 Lisbon, Portugal. Electronic address: zmainen@neuro.fchampalimaud.org.

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