Neuron
Volume 105, Issue 4, 19 February 2020, Pages 712-724.e4
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Article
The Transition from Evaluation to Selection Involves Neural Subspace Reorganization in Core Reward Regions

https://doi.org/10.1016/j.neuron.2019.11.013Get rights and content
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Highlights

  • Transition from evaluation to comparison is associated with subspace orthogonalization

  • This orthogonalization may prevent evaluation from prematurely influencing selection

  • The relative positions of encoded values remain preserved despite orthogonalization

Summary

Economic choice proceeds from evaluation, in which we contemplate options, to selection, in which we weigh options and choose one. These stages must be differentiated so that decision makers do not proceed to selection before evaluation is complete. We examined responses of neurons in two core reward regions, orbitofrontal (OFC) and ventromedial prefrontal cortex (vmPFC), during two-option choice with asynchronous offer presentation. Our data suggest that neurons selective during the first (presumed evaluation) and second (presumed comparison and selection) offer epochs come from a single pool. Stage transition is accompanied by a shift toward orthogonality in the low-dimensional population response manifold. Nonetheless, the relative position of each option in driving responses in the population subspace is preserved. The orthogonalization we observe supports the hypothesis that the transition from evaluation to selection leads to reorganization of response subspace and suggests a mechanism by which value-related signals are prevented from prematurely driving choice.

Keywords

orthogonalization
ventromedial prefrontal cortex
orbitofrontal cortex
comparison
neuroeconomics
valuation
covariance matrix

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