Constant Axel, Tschantz Alexander Daniel Dunsmoir, Millidge Beren, Criado-Boado Felipe, Martinez Luis M, Müeller Johannes, Clark Andy
Theory and Method in Biosciences, University of Sydney, Sydney, NSW, Australia.
Department of Informatics, The University of Sussex, Sussex, United Kingdom.
Front Neurorobot. 2021 Oct 5;15:729665. doi: 10.3389/fnbot.2021.729665. eCollection 2021.
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.
本文呈现了一项基于主动推理的视觉觅食模拟研究。该模拟的目标是展示在主动推理条件下,习得具有文化模式的注意力风格对认知任务表现的影响。我们展示了诸如古董花瓶装饰等文化制品如何驱动诸如感知、行动和学习等认知功能,以及在简单视觉辨别任务中的任务表现。因此,我们描述了一种基于主动推理的新研究流程,未来的研究工作可以采用该流程,通过构建和重塑我们的注意力模式,来探究决定物质文化驱动人类思维方式的深层指导原则。