Passivity and synchronization of coupled complex-valued memristive neural networks
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: https://orcid.org/0000-0003-1813-5950;-
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Item type: Book Section ID code: 72049 Dates: DateEvent20 February 2020Published1 September 2019AcceptedNotes: © 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: 12 Sep 2024 00:32 Related URLs: URI: https://strathprints.strath.ac.uk/id/eprint/72049