Analyzing controllability of neural networks
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hdl:2117/129425
Tipus de documentArticle
Data publicació2019
Condicions d'accésAccés obert
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Reconeixement-NoComercial-SenseObraDerivada 3.0 Espanya
Abstract
In recent years, due to the relation between cognitive control and mathematical concept of control dynamical systems, there has been growing interest in the descriptive analysis of complex networks with linear dynamics, permeating many aspects from everyday life, obtaining considerable advances in the description of their structural
and dynamical properties. Nevertheless, much less effort has been devoted to studying the controllability of the dynamics taking place on them. Concretely, for complex systems is of interest to study the exact controllability, this measure is defined as the minimum set of controls that are needed to steer the whole system toward any desired
state. In this paper, a revision of controllability concepts is presented and provides conditions for exact controllability for the multiagent systems
CitacióGarcia-Planas, M.I. Analyzing controllability of neural networks. "WSEAS TRANSACTIONS on CIRCUITS and SYSTEMS", 2019, vol. 18, p. 1-6.
ISSN2224-266X
Versió de l'editorhttp://www.wseas.org/multimedia/journals/circuits/2019/a025101-096.pdf
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a025101-096-2019.pdf | artículo | 263,7Kb | Visualitza/Obre |