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A multi-adaptive network model for human Hebbian learning, synchronization and social bonding based on adaptive homophily.

Authors :
Mukeriia, Yelyzaveta
Treur, Jan
Hendrikse, Sophie
Source :
Cognitive Systems Research. Mar2024, Vol. 84, pN.PAG-N.PAG. 1p.
Publication Year :
2024

Abstract

This paper present a multi-adaptive network model integrating multiple adaptation mechanisms, specifically focusing on five types of such adaptation mechanisms. Two of them address first-order adaptation by learning of responding on others and first-order adaptation by bonding with others based on homophily. Three other adaptation mechanisms addressed are second-order adaptation of the speed of both Hebbian learning and bonding by homophily, and second-order adaptation of the homophily tipping point. The paper provides a comprehensive explanation of these concepts and their role in controlled adaptation within the diverse contextual scenarios of the paper. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
13890417
Volume :
84
Database :
Academic Search Index
Journal :
Cognitive Systems Research
Publication Type :
Academic Journal
Accession number :
175029514
Full Text :
https://doi.org/10.1016/j.cogsys.2023.101187