Grounding cognitive control in associative learning

Cognitive control covers a broad range of cognitive functions, but its research and theories typically remain tied to a single domain. Here we outline and review an associative learning perspective on cognitive control in which control emerges from associative networks containing perceptual, motor,...

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Vydané v:Psychological bulletin Ročník 142; číslo 7; s. 693 - 728
Hlavní autori: Abrahamse, Elger, Braem, Senne, Notebaert, Wim, Verguts, Tom
Médium: Journal Article
Jazyk:English
Vydavateľské údaje: United States 01.07.2016
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ISSN:1939-1455
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Abstract Cognitive control covers a broad range of cognitive functions, but its research and theories typically remain tied to a single domain. Here we outline and review an associative learning perspective on cognitive control in which control emerges from associative networks containing perceptual, motor, and goal representations. Our review identifies 3 trending research themes that are shared between the domains of conflict adaptation, task switching, response inhibition, and attentional control: Cognitive control is context-specific, can operate in the absence of awareness, and is modulated by reward. As these research themes can be envisaged as key characteristics of learning, we propose that their joint emergence across domains is not coincidental but rather reflects a (latent) growth of interest in learning-based control. Associative learning has the potential for providing broad-scaled integration to cognitive control theory, and offers a promising avenue for understanding cognitive control as a self-regulating system without postulating an ill-defined set of homunculi. We discuss novel predictions, theoretical implications, and immediate challenges that accompany an associative learning perspective on cognitive control. (PsycINFO Database Record
AbstractList Cognitive control covers a broad range of cognitive functions, but its research and theories typically remain tied to a single domain. Here we outline and review an associative learning perspective on cognitive control in which control emerges from associative networks containing perceptual, motor, and goal representations. Our review identifies 3 trending research themes that are shared between the domains of conflict adaptation, task switching, response inhibition, and attentional control: Cognitive control is context-specific, can operate in the absence of awareness, and is modulated by reward. As these research themes can be envisaged as key characteristics of learning, we propose that their joint emergence across domains is not coincidental but rather reflects a (latent) growth of interest in learning-based control. Associative learning has the potential for providing broad-scaled integration to cognitive control theory, and offers a promising avenue for understanding cognitive control as a self-regulating system without postulating an ill-defined set of homunculi. We discuss novel predictions, theoretical implications, and immediate challenges that accompany an associative learning perspective on cognitive control. (PsycINFO Database Record
Author Braem, Senne
Abrahamse, Elger
Notebaert, Wim
Verguts, Tom
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  fullname: Braem, Senne
  organization: Department of Experimental Psychology, Ghent University
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  givenname: Wim
  surname: Notebaert
  fullname: Notebaert, Wim
  organization: Department of Experimental Psychology, Ghent University
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  givenname: Tom
  surname: Verguts
  fullname: Verguts, Tom
  organization: Department of Experimental Psychology, Ghent University
BackLink https://www.ncbi.nlm.nih.gov/pubmed/27148628$$D View this record in MEDLINE/PubMed
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SubjectTerms Association Learning - physiology
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Executive Function - physiology
Humans
Inhibition (Psychology)
Title Grounding cognitive control in associative learning
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