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Synchronization of Time Delay Coupled Neural Networks Based on Impulsive Control
Joint Authors
Sun, Junwei
Fang, Jie
Zhang, Yin
Xu, Danying
Source
Mathematical Problems in Engineering
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-8, 8 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-08-18
Country of Publication
Egypt
No. of Pages
8
Main Subjects
Abstract EN
This paper investigates the impulsive synchronization of time delay coupled neural networks.
Based on the Lyapunov stability theory and impulsive control method, a distributed delayed impulsive controller is designed to realize synchronization of the coupled neural networks.
A new impulsive delayed inequality is proposed, where the control effect of distributed delayed impulses is fully considered.
In addition, a suitable Lyapunov-like function is established to prove the stability of the synchronization system.
Numerical simulation examples are introduced to illustrate the effectiveness and feasibility of the main results.
American Psychological Association (APA)
Fang, Jie& Zhang, Yin& Xu, Danying& Sun, Junwei. 2020. Synchronization of Time Delay Coupled Neural Networks Based on Impulsive Control. Mathematical Problems in Engineering،Vol. 2020, no. 2020, pp.1-8.
https://search.emarefa.net/detail/BIM-1196437
Modern Language Association (MLA)
Fang, Jie…[et al.]. Synchronization of Time Delay Coupled Neural Networks Based on Impulsive Control. Mathematical Problems in Engineering No. 2020 (2020), pp.1-8.
https://search.emarefa.net/detail/BIM-1196437
American Medical Association (AMA)
Fang, Jie& Zhang, Yin& Xu, Danying& Sun, Junwei. Synchronization of Time Delay Coupled Neural Networks Based on Impulsive Control. Mathematical Problems in Engineering. 2020. Vol. 2020, no. 2020, pp.1-8.
https://search.emarefa.net/detail/BIM-1196437
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1196437