scholarly journals The Acquisition of Culturally Patterned Attention Styles Under Active Inference

2021 ◽  
Vol 15 ◽  
Author(s):  
Axel Constant ◽  
Alexander Daniel Dunsmoir Tschantz ◽  
Beren Millidge ◽  
Felipe Criado-Boado ◽  
Luis M Martinez ◽  
...  

This paper presents an active inference based simulation study of visual foraging. The goal of the simulation is to show the effect of the acquisition of culturally patterned attention styles on cognitive task performance, under active inference. We show how cultural artefacts like antique vase decorations drive cognitive functions such as perception, action and learning, as well as task performance in a simple visual discrimination task. We thus describe a new active inference based research pipeline that future work may employ to inquire on deep guiding principles determining the manner in which material culture drives human thought, by building and rebuilding our patterns of attention.

2020 ◽  
Author(s):  
Axel Constant ◽  
Alexander Tschantz ◽  
Beren Millidge ◽  
Felipe Criado-Boado ◽  
Luis M. Martinez ◽  
...  

This paper presents an active inference based simulation study of visual foraging and transfer learning. The goal of the simulation is to show the effect of the acquisition of culturally patterned attention styles on cognitive task performance, under active inference. We show how cultural artifacts like antique vase decorations drive cognitive functions such as perception, action and learning, as well as task performance in a simple visual discrimination task. We thus describe a new active inference based research pipeline that future work may employ to inquire on deep guiding principles determining the manner in which material culture drives human thought, by building and rebuilding our patterns of attention.


2013 ◽  
Author(s):  
Laura K. Varner ◽  
Scott A. Crossley ◽  
Erica L. Snow ◽  
Danielle S. McNamara

2019 ◽  
Author(s):  
Debbie Marianne Yee ◽  
Sarah L Adams ◽  
Asad Beck ◽  
Todd Samuel Braver

Motivational incentives play an influential role in value-based decision-making and cognitive control. A compelling hypothesis in the literature suggests that the brain integrates the motivational value of diverse incentives (e.g., motivational integration) into a common currency value signal that influences decision-making and behavior. To investigate whether motivational integration processes change during healthy aging, we tested older (N=44) and younger (N=54) adults in an innovative incentive integration task paradigm that establishes dissociable and additive effects of liquid (e.g., juice, neutral, saltwater) and monetary incentives on cognitive task performance. The results reveal that motivational incentives improve cognitive task performance in both older and younger adults, providing novel evidence demonstrating that age-related cognitive control deficits can be ameliorated with sufficient incentive motivation. Additional analyses revealed clear age-related differences in motivational integration. Younger adult task performance was modulated by both monetary and liquid incentives, whereas monetary reward effects were more gradual in older adults and more strongly impacted by trial-by-trial performance feedback. A surprising discovery was that older adults shifted attention from liquid valence toward monetary reward throughout task performance, but younger adults shifted attention from monetary reward toward integrating both monetary reward and liquid valence by the end of the task, suggesting differential strategic utilization of incentives. Together these data suggest that older adults may have impairments in incentive integration, and employ different motivational strategies to improve cognitive task performance. The findings suggest potential candidate neural mechanisms that may serve as the locus of age-related change, providing targets for future cognitive neuroscience investigations.


2021 ◽  
Vol 111 ◽  
pp. 103882
Author(s):  
Rosleen Mansour ◽  
Anthony R. Ward ◽  
David M. Lane ◽  
Katherine A. Loveland ◽  
Michael G. Aman ◽  
...  

Infancy ◽  
2012 ◽  
Vol 18 (4) ◽  
pp. 604-628 ◽  
Author(s):  
Nancy M. Wyss ◽  
Kathleen N. Kannass ◽  
Catherine A. Haden

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