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A multi-adaptive network model for human Hebbian learning, synchronization and social bonding based on adaptive homophily.
- 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]
- Subjects :
- *SOCIAL bonds
*LEARNING
*SYNCHRONIZATION
Subjects
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