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

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.

authors

• Huang, Tingwen

published proceedings

• Neural Netw

altmetric score

• 0.25

author list (cited authors)

• Cao, Y., Zhao, L., Wen, S., & Huang, T.

citation count

• 4

complete list of authors

• Cao, Yuting||Zhao, Linhao||Wen, Shiping||Huang, Tingwen

publication date

• July 2022

publisher

• Elsevier  Publisher

published in

• Neural Networks  Journal

keywords

• Adaptive Control
• Algorithms
• Coupled Neural Networks
• Feedback
• Lag Synchronization
• Multiple Delayed State Couplings
• Multiple State Couplings
• Neural Networks, Computer
• Time Factors

PubMed Central ID

• 35430487

Digital Object Identifier (DOI)

• 10.1016/j.neunet.2022.03.032

start page

• 143

end page

• 155

volume

• 151

URL

• http://dx.doi.org/10.1016/j.neunet.2022.03.032