AUTHOR=Constant Axel , Tschantz Alexander Daniel Dunsmoir , Millidge Beren , Criado-Boado Felipe , Martinez Luis M , Müeller Johannes , Clark Andy TITLE=The Acquisition of Culturally Patterned Attention Styles Under Active Inference JOURNAL=Frontiers in Neurorobotics VOLUME=15 YEAR=2021 URL=https://www.frontiersin.org/journals/neurorobotics/articles/10.3389/fnbot.2021.729665 DOI=10.3389/fnbot.2021.729665 ISSN=1662-5218 ABSTRACT=

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.