首页|Lag H-8 synchronization of coupled neural networks with multiple state couplings and multiple delayed state couplings

Lag H-8 synchronization of coupled neural networks with multiple state couplings and multiple delayed state couplings

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  • NSTL
  • Elsevier
This paper mainly focuses on the lag H(infinity & nbsp;)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-infinity synchronization for coupled neural networks with multiple state couplings (CNNMSCs) is insured, and lag H-infinity synchronization problem in CNNMSCs is also coped with based on the adaptive state feedback controller. On the other hand, we explore the lag H-infinity 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-infinity synchronization for CNNMSCs and CNNMDSCs. (C)& nbsp;2022 Elsevier Ltd. All rights reserved.

Adaptive controlCoupled neural networksLag H(infinity & nbsp)synchronizationMultiple delayed state couplingsMultiple state couplingsH-INFINITY SYNCHRONIZATIONCOMPLEX NETWORKSIMPULSIVE SYNCHRONIZATIONDYNAMICAL NETWORKSPINNING CONTROLPI CONTROLPASSIVITY

Cao, Yuting、Zhao, Linhao、Wen, Shiping、Huang, Tingwen

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Sch Math & Phys Sci,Wuhan Text Univ

Fac Engn & Informat Technol,Univ Technol Sydney

Sci Program,Texas A&M Univ Qatar

2022

10.1016/j.neunet.2022.03.032

Neural Networks

Neural Networks

EISCI
ISSN：0893-6080
年,卷(期)：2022.151
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