A Time-Scale Integral Delay Inequality Approach for Anti-synchronization of Neural Networks via Impulsive Controllers

doi:10.1109/TCNS.2022.3161196

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	A Time-Scale Integral Delay Inequality Approach for Anti-synchronization of Neural Networks via Impulsive Controllers
	Huang, Zhenkun 1; Wang, Mengmeng 2; Silvestre, Carlos3 ; Gorbachev, Sergey 4; Cao, Jinde 5
	2023-03
Source Publication	IEEE Transactions on Control of Network Systems
ISSN	2325-5870
Volume	10 Issue:1 Pages:194 - 204
Abstract	This paper studies the time-scale exponential anti-synchronization problem of delayed neural networks by impulsive control. Based on the time scale theory, we establish a new time-scale integral delay inequality. Resorting to this novel inequality and to Lyapunov techniques we propose several new sufficient conditions to ensure anti-synchronization of the two delayed network systems with impulsive control. Finally, numerical simulations illustrate the validity of our results.
Keyword	Anti-synchronization Chaotic Communication Control Systems Delayed Neural Networks Delays Impulsive Control Lyapunov Functional Network Systems Neural Networks Stability Criteria Synchronization Time Scales
DOI	10.1109/TCNS.2022.3161196
URL	View the original
Language	英語English
Scopus ID	2-s2.0-85127065993
Fulltext Access	View Full-Text via DOI View Full-Text via Web of Science View Full-Text via Scopus
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Document Type	Journal article
Collection	Faculty of Science and Technology DEPARTMENT OF ELECTRICAL AND COMPUTER ENGINEERING
Corresponding Author	Huang, Zhenkun
Affiliation	1.Department of Mathematics, School of Science, Jimei University, Xiamen, China, 361021 2.School of Science, School of Science, Jimei University, Xiamen, China, 361021 3.Faculty of Science and Technology, University of Macau, Macau, China, 00000 4.Department of innovative technologies, National Research Tomsk State University, Tomsk, Select One…, Russia, 634050 5.Research Center for Complex Systems and Network Sciences,and School of Mathematics, Southeast University, Nanjing, China, 210096
Recommended Citation GB/T 7714	Huang, Zhenkun,Wang, Mengmeng,Silvestre, Carlos,et al. A Time-Scale Integral Delay Inequality Approach for Anti-synchronization of Neural Networks via Impulsive Controllers[J]. IEEE Transactions on Control of Network Systems, 2023, 10(1), 194 - 204.
APA	Huang, Zhenkun., Wang, Mengmeng., Silvestre, Carlos., Gorbachev, Sergey., & Cao, Jinde (2023). A Time-Scale Integral Delay Inequality Approach for Anti-synchronization of Neural Networks via Impulsive Controllers. IEEE Transactions on Control of Network Systems, 10(1), 194 - 204.
MLA	Huang, Zhenkun,et al."A Time-Scale Integral Delay Inequality Approach for Anti-synchronization of Neural Networks via Impulsive Controllers".IEEE Transactions on Control of Network Systems 10.1(2023):194 - 204.

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