The acquisition of culturally patterned attention styles under active inference

Constant, Axel, Tschantz, Alexander Daniel Dunsmoir, Millidge, Beren, Criado-Boado, Felipe, Martinez, Luis M, Müeller, Johannes and Clark, Andy (2021) The acquisition of culturally patterned attention styles under active inference. Frontiers in Neurorobotics, 15. a729665 1-13. ISSN 1662-5218

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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.

Item Type: Article
Keywords: active inference, archaeology, culture, eye tracking, perception, simulation
Schools and Departments: School of History, Art History and Philosophy > Philosophy
SWORD Depositor: Mx Elements Account
Depositing User: Mx Elements Account
Date Deposited: 17 Jan 2022 17:33
Last Modified: 17 Jan 2022 17:45

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