The Role of Modularity and Neuro-Regulation for the Production of Multiple Behaviors
Victor Massagu\'e Respall

TL;DR
This paper explores how modular neural mechanisms and neuro-regulation can enable the development of multiple behaviors by reducing interface complexity between neural modules.
Contribution
It introduces a framework for implementing regulatory neural networks that support multiple behaviors through modular specialization.
Findings
Modular neural solutions facilitate multiple behavior production.
Regulatory networks reduce neural interface complexity.
Experimental results demonstrate effective behavior differentiation.
Abstract
This project investigates whether functional specialization or modularity can support the development of multiple behaviors. In principle, modular solutions of this type can facilitate the development of multiple behaviors since each module is responsible for the production of different behavior. Consequently, the interfaces that arise neural mechanisms supporting the production of different behaviors can be reduced. The project involves the implementation of regulatory networks of this type and the realization of experiments involving the production of different behaviors.
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Taxonomy
TopicsNeural Networks and Applications · Evolutionary Algorithms and Applications
