The Acquisition of Culturally Patterned Attention Styles Under Active Inference

Area of Science:

• Cognitive Science
• Computational Neuroscience
• Archaeology

Background:

• Active inference is a theoretical framework explaining how agents maintain their internal models of the world.
• Culturally patterned attention styles can influence cognitive processes and task performance.
• Material culture, such as decorative artifacts, may play a role in shaping attention.

Purpose of the Study:

• To investigate the impact of culturally patterned attention styles on cognitive task performance within an active inference framework.
• To demonstrate how cultural artifacts can influence fundamental cognitive functions like perception, action, and learning.
• To introduce a novel simulation pipeline for studying the influence of material culture on human cognition.

Main Methods:

• Developed an active inference based simulation of visual foraging.
• Incorporated culturally patterned attention styles, exemplified by antique vase decorations.
• Assessed cognitive task performance in a visual discrimination task.

Main Results:

• Culturally patterned attention styles significantly affected cognitive task performance under active inference.
• Cultural artifacts were shown to modulate perception, action, and learning processes.
• The simulation successfully modeled the influence of material culture on attention patterns.

Conclusions:

• Active inference provides a viable framework for simulating the effects of cultural influences on cognition.
• Material culture, through learned attention styles, can shape fundamental cognitive functions and task performance.
• The proposed research pipeline offers a new avenue for exploring the deep principles governing culture-cognition interactions.