Lag H∞ synchronization of coupled neural networks with multiple state couplings and multiple delayed state couplings.

Cao, Y; Zhao, L; Wen, S; Huang, T

Lag H∞ synchronization of coupled neural networks with multiple state couplings and multiple delayed state couplings.

Cao, Y Zhao, L

Wen, S

Huang, T

Permalink

Publisher:: PERGAMON-ELSEVIER SCIENCE LTD
Publication Type:: Journal Article
Citation:: Neural Netw, 2022, 151, pp. 143-155
Issue Date:: 2022-07

Closed Access

	Filename	Description	Size
	Lag H synchronization of coupled neural networks with multiple state couplings and multiple delayed state couplings.pdf	Published version	4.86 MB	Adobe PDF	View/Open

Copyright Clearance Process

Recently Added
In Progress
Closed Access

This item is closed access and not available.

Full metadata record

Field	Value	Language
dc.contributor.author	Cao, Y
dc.contributor.author	Zhao, L https://orcid.org/0000-0001-6709-9875
dc.contributor.author	Wen, S https://orcid.org/0000-0001-8077-7001
dc.contributor.author	Huang, T
dc.date.accessioned	2023-02-28T03:41:13Z
dc.date.available	2022-03-28
dc.date.available	2023-02-28T03:41:13Z
dc.date.issued	2022-07
dc.identifier.citation	Neural Netw, 2022, 151, pp. 143-155
dc.identifier.issn	0893-6080
dc.identifier.issn	1879-2782
dc.identifier.uri	http://hdl.handle.net/10453/166530
dc.description.abstract	This paper mainly focuses on the lag H∞ synchronization problem of coupled neural networks with multiple state or delayed state couplings. On one hand, by exploiting state feedback controller and Lyapunov functional, a criterion of lag H∞ synchronization for coupled neural networks with multiple state couplings (CNNMSCs) is insured, and lag H∞ synchronization problem in CNNMSCs is also coped with based on the adaptive state feedback controller. On the other hand, we explore the lag H∞ synchronization for coupled neural networks with multiple delayed state couplings (CNNMDSCs) by utilizing similar control strategies. At last, two numerical examples are presented to verify the effectiveness and correctness of lag H∞ synchronization for CNNMSCs and CNNMDSCs.
dc.format	Print-Electronic
dc.language	eng
dc.publisher	PERGAMON-ELSEVIER SCIENCE LTD
dc.relation.ispartof	Neural Netw
dc.relation.isbasedon	10.1016/j.neunet.2022.03.032
dc.rights	info:eu-repo/semantics/closedAccess
dc.subject.classification	Artificial Intelligence & Image Processing
dc.subject.mesh	Algorithms
dc.subject.mesh	Feedback
dc.subject.mesh	Neural Networks, Computer
dc.subject.mesh	Time Factors
dc.subject.mesh	Algorithms
dc.subject.mesh	Time Factors
dc.subject.mesh	Feedback
dc.subject.mesh	Neural Networks, Computer
dc.title	Lag H∞ synchronization of coupled neural networks with multiple state couplings and multiple delayed state couplings.
dc.type	Journal Article
utslib.citation.volume	151
utslib.location.activity	United States
pubs.organisational-group	/University of Technology Sydney
pubs.organisational-group	/University of Technology Sydney/Faculty of Engineering and Information Technology
pubs.organisational-group	/University of Technology Sydney/Strength - AAII - Australian Artificial Intelligence Institute
pubs.organisational-group	/University of Technology Sydney/Faculty of Engineering and Information Technology/School of Computer Science
utslib.copyright.status	closed_access	*
dc.date.updated	2023-02-28T03:41:11Z
pubs.publication-status	Published
pubs.volume	151

Abstract:

This paper mainly focuses on the lag H∞ synchronization problem of coupled neural networks with multiple state or delayed state couplings. On one hand, by exploiting state feedback controller and Lyapunov functional, a criterion of lag H∞ synchronization for coupled neural networks with multiple state couplings (CNNMSCs) is insured, and lag H∞ synchronization problem in CNNMSCs is also coped with based on the adaptive state feedback controller. On the other hand, we explore the lag H∞ synchronization for coupled neural networks with multiple delayed state couplings (CNNMDSCs) by utilizing similar control strategies. At last, two numerical examples are presented to verify the effectiveness and correctness of lag H∞ synchronization for CNNMSCs and CNNMDSCs.

Please use this identifier to cite or link to this item:

http://hdl.handle.net/10453/166530