The Expected Value of Control: An Integrative Theory of Anterior Cingulate Cortex Function
The dorsal anterior cingulate cortex (dACC) has a near-ubiquitous presence in the neuroscience of cognitive control. It has been implicated in a diversity of functions, from reward processing and performance monitoring to the execution of control and action selection. Here, we propose that this dive...
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Published in | Neuron (Cambridge, Mass.) Vol. 79; no. 2; pp. 217 - 240 |
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Main Authors | , , |
Format | Journal Article |
Language | English |
Published |
United States
Elsevier Inc
24.07.2013
Elsevier Limited |
Subjects | |
Online Access | Get full text |
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Abstract | The dorsal anterior cingulate cortex (dACC) has a near-ubiquitous presence in the neuroscience of cognitive control. It has been implicated in a diversity of functions, from reward processing and performance monitoring to the execution of control and action selection. Here, we propose that this diversity can be understood in terms of a single underlying function: allocation of control based on an evaluation of the expected value of control (EVC). We present a normative model of EVC that integrates three critical factors: the expected payoff from a controlled process, the amount of control that must be invested to achieve that payoff, and the cost in terms of cognitive effort. We propose that dACC integrates this information, using it to determine whether, where and how much control to allocate. We then consider how the EVC model can explain the diverse array of findings concerning dACC function.
The dorsal anterior cingulate cortex (dACC) has been implicated in diverse functions related to cognitive control. Here, Shenhav et al. propose a unifying view of dACC function where dACC integrates information about the expected value of control to determine whether, where and how much control to allocate. |
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AbstractList | The dorsal anterior cingulate cortex (dACC) has a near-ubiquitous presence in the neuroscience of cognitive control. It has been implicated in a diversity of functions, from reward processing and performance monitoring to the execution of control and action selection. Here, we propose that this diversity can be understood in terms of a single underlying function: allocation of control based on an evaluation of the expected value of control (EVC). We present a normative model of EVC that integrates three critical factors: the expected payoff from a controlled process, the amount of control that must be invested to achieve that payoff, and the cost in terms of cognitive effort. We propose that dACC integrates this information, using it to determine whether, where and how much control to allocate. We then consider how the EVC model can explain the diverse array of findings concerning dACC function. The dorsal anterior cingulate cortex (dACC) has a near-ubiquitous presence in the neuroscience of cognitive control. It has been implicated in a diversity of functions, from reward processing and performance monitoring to the execution of control and action selection. Here, we propose that this diversity can be understood in terms of a single underlying function: allocation of control based on an evaluation of the expected value of control (EVC). We present a normative model of EVC that integrates three critical factors: the expected payoff from a controlled process, the amount of control that must be invested to achieve that payoff, and the cost in terms of cognitive effort. We propose that dACC integrates this information, using it to determine whether, where and how much control to allocate. We then consider how the EVC model can explain the diverse array of findings concerning dACC function. The dorsal anterior cingulate cortex (dACC) has been implicated in diverse functions related to cognitive control. Here, Shenhav et al. propose a unifying view of dACC function where dACC integrates information about the expected value of control to determine whether, where and how much control to allocate. |
Author | Shenhav, Amitai Botvinick, Matthew M. Cohen, Jonathan D. |
Author_xml | – sequence: 1 givenname: Amitai surname: Shenhav fullname: Shenhav, Amitai organization: Princeton Neuroscience Institute and Department of Psychology, Princeton University, Princeton, NJ 08540, USA – sequence: 2 givenname: Matthew M. surname: Botvinick fullname: Botvinick, Matthew M. organization: Princeton Neuroscience Institute and Department of Psychology, Princeton University, Princeton, NJ 08540, USA – sequence: 3 givenname: Jonathan D. surname: Cohen fullname: Cohen, Jonathan D. email: jdc@princeton.edu organization: Princeton Neuroscience Institute and Department of Psychology, Princeton University, Princeton, NJ 08540, USA |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/23889930$$D View this record in MEDLINE/PubMed |
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SubjectTerms | Animals Cognition & reasoning Cognition - physiology Costs Decision making Expected values Gyrus Cinguli - physiology Humans Motivation - physiology Nerve Net - physiology Neural networks Proposals Theory |
Title | The Expected Value of Control: An Integrative Theory of Anterior Cingulate Cortex Function |
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