Boundary Controlling Synchronization and Passivity Analysis for Multi-Variable Discrete Stochastic Inertial Neural Networks

Autor:	Yongyan Yang, Tianwei Zhang, Zhouhong Li
Jazyk:	angličtina
Rok vydání:	2023
Předmět:	coupled networks passivity-based control stochastic synchronization discrete spatial diffusion Mathematics QA1-939
Zdroj:	Axioms, Vol 12, Iss 9, p 820 (2023)
Druh dokumentu:	article
ISSN:	2075-1680
DOI:	10.3390/axioms12090820
Popis:	The current paper considers discrete stochastic inertial neural networks (SINNs) with reaction diffusions. Firstly, we give the difference form of SINNs with reaction diffusions. Secondly, stochastic synchronization and passivity-based control frames of discrete time and space SINNs are newly formulated. Thirdly, by designing a boundary controller and constructing a Lyapunov-Krasovskii functional, we address decision theorems for stochastic synchronization and passivity-based control for the aforementioned discrete SINNs. Finally, to illustrate our main results, a numerical illustration is provided.
Databáze:	Directory of Open Access Journals
Externí odkaz:	https://doaj.org/article/9abd60a5bed34b4695d021d29a666a11 Zobrazit plný text záznamu View record in DOAJ Plný text ve formátu PDF Plný text ve formátu HTML
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