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A matched filter hypothesis for cognitive control
Journal article   Open access   Peer reviewed

A matched filter hypothesis for cognitive control

Evangelia G. Chrysikou, Matthew J. Weber and Sharon L. Thompson-Schill
Neuropsychologia, v 62, pp 341-355
Sep 2014
PMID: 24200920
url
https://europepmc.org/articles/pmc4010565View
Accepted (AM)Open Access (License Unspecified) Open

Abstract

Cognitive control Creativity Dynamic filtering Learning Prefrontal cortex
The prefrontal cortex exerts top-down influences on several aspects of higher-order cognition by functioning as a filtering mechanism that biases bottom-up sensory information toward a response that is optimal in context. However, research also indicates that not all aspects of complex cognition benefit from prefrontal regulation. Here we review and synthesize this research with an emphasis on the domains of learning and creative cognition, and outline how the appropriate level of cognitive control in a given situation can vary depending on the organism's goals and the characteristics of the given task. We offer a matched filter hypothesis for cognitive control, which proposes that the optimal level of cognitive control is task-dependent, with high levels of cognitive control best suited to tasks that are explicit, rule-based, verbal or abstract, and can be accomplished given the capacity limits of working memory and with low levels of cognitive control best suited to tasks that are implicit, reward-based, non-verbal or intuitive, and which can be accomplished irrespective of working memory limitations. Our approach promotes a view of cognitive control as a tool adapted to a subset of common challenges, rather than an all-purpose optimization system suited to every problem the organism might encounter. •We offer a new perspective on cognitive control, the Matched Filter Hypothesis (MFH) for cognitive control.•The MFH proposes that the optimal level of cognitive control is task dependent.•High levels of cognitive control are suited to explicit, rule-based, verbal or abstract tasks.•Low levels of cognitive control are suited to implicit, reward-based, non-verbal or intuitive tasks.•The MFH suggests that limited control of thought processes might benefit cognitive performance in certain circumstances.

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Collaboration types
Domestic collaboration
Web of Science research areas
Behavioral Sciences
Neurosciences
Psychology, Experimental
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