Global $\\mu$ -Synchronization of Linearly Coupled Unbounded Time-Varying Delayed Neural Networks With Unbounded Delayed Coupling

Author

Chen, Tianping ; Wu, Wei ; Zhou, Wenjuan

Author_Institution

Key Lab. of Nonlinear Math. Sci., Fudan Univ., Shanghai

Volume

19

Issue

10

fYear

2008

Firstpage

1809

Lastpage

1816

Abstract

In this brief, we study the global synchronization of linearly coupled neural networks with delayed couplings, where the intrinsic systems are recurrently connected neural networks with unbounded time-varying delays, and the couplings include instant couplings and unbounded delayed couplings. The concept of mu-synchronization is introduced. Some sufficient conditions are derived for the global mu-synchronization for the underlined coupled systems.

Keywords

delays; linear systems; neural nets; synchronisation; time-varying systems; global mu-synchronization; linearly coupled neural network; time-varying delayed neural network; unbounded delayed coupling; unbounded neural network; Linearly coupled recurrently connected neural networks; global $mu$ -synchronization; moore-penrose inverse; unbounded time-varying delay; Algorithms; Computer Simulation; Feedback; Linear Models; Neural Networks (Computer); Numerical Analysis, Computer-Assisted; Time Factors;

fLanguage

English

Journal_Title

Neural Networks, IEEE Transactions on

Publisher

ieee

ISSN

1045-9227

Type

jour

DOI

10.1109/TNN.2008.2001773

Filename

4633688

Global -Synchronization of Linearly Coupled Unbounded Time-Varying Delayed Neural Networks With Unbounded Delayed Coupling

Chen, Tianping ; Wu, Wei ; Zhou, Wenjuan

jour

Global $\\mu$ -Synchronization of Linearly Coupled Unbounded Time-Varying Delayed Neural Networks With Unbounded Delayed Coupling