Passivity and synchronization of coupled complex-valued memristive neural networks

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Huang, Yanli and Hou, Jie and Ren, Shunyan and Yang, Erfu; (2020) Passivity and synchronization of coupled complex-valued memristive neural networks. In: 2019 IEEE Symposium Series on Computational Intelligence. IEEE, CHN, pp. 2152-2159. ISBN 9781728124858 (https://doi.org/10.1109/SSCI44817.2019.9002792)

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Abstract

The coupled complex-valued memristive neural networks (CCVMNNs) are investigated in this study. First, we analyze the passivity of the proposed network model by designing an appropriate controller and using certain inequalities as well as Lyapunov functional method, and provide a passivity condition for the considered CCVMNNs. In addition, a criterion for guaranteeing synchronization of this kind of network is established. Finally, the effectiveness and correctness of the acquired theoretical results are verified by a numerical example.

ORCID iDs

Huang, Yanli, Hou, Jie, Ren, Shunyan and Yang, Erfu ORCID logoORCID: https://orcid.org/0000-0003-1813-5950;
  • Item type:Book Section
    ID code:72049
    Dates:
    Date
    Event
    20 February 2020
    Published
    1 September 2019
    Accepted
    Notes:© 2019 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
    Subjects:Science > Mathematics > Electronic computers. Computer science
    Department:Faculty of Engineering > Design, Manufacture and Engineering Management
    Depositing user: Pure Administrator
    Date deposited:16 Apr 2020 09:38
    Last modified:11 Nov 2024 15:21
    Related URLs:
    URI:https://strathprints.strath.ac.uk/id/eprint/72049
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