General decay lag anti-synchronization of multi-weighted delayed coupled neural networks with reaction–diffusion terms

Huang, Yanli and Hou, Jie and Yang, Erfu (2020) General decay lag anti-synchronization of multi-weighted delayed coupled neural networks with reaction–diffusion terms. Information Sciences, 511. pp. 36-57. ISSN 0020-0255

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    Abstract

    We propose a new anti-synchronization concept, called general decay lag anti-synchronization, by combining the definitions of decay synchronization and lag synchronization. Novel criteria for the decay lag anti-synchronization of multi-weighted delayed coupled reaction–diffusion neural networks (MWDCRDNNs) with and without bounded distributed delays are derived by constructing an appropriate nonlinear controller and using the Lyapunov functional method. Moreover, the robust decay lag anti-synchronization of MWDCRDNNs with and without bounded distributed delays is considered. Finally, two numerical simulations are performed to validate the obtained results.

    Creators(s): Huang, Yanli, Hou, Jie and Yang, Erfu ORCID logoORCID: https://orcid.org/0000-0003-1813-5950;
    Item type:Article
    ID code:72034
    Keywords:bounded distributed delays, coupled reaction–diffusion neural networks, general decay lag anti-synchronization, multi-weights, Electronic computers. Computer science, Software, Control and Systems Engineering, Theoretical Computer Science, Computer Science Applications, Information Systems and Management, Artificial Intelligence
    Subjects:Science > Mathematics > Electronic computers. Computer science
    Department:Faculty of Engineering > Design, Manufacture and Engineering Management
    Depositing user: Pure Administrator
    Date deposited:15 Apr 2020 14:02
    Last modified:12 Jul 2020 02:29
    Related URLs:
    URI:https://strathprints.strath.ac.uk/id/eprint/72034
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