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.
Original language | English |
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Title of host publication | 2019 IEEE Symposium Series on Computational Intelligence |
Place of Publication | Piscataway, NJ |
Publisher | IEEE |
Pages | 2152-2159 |
Number of pages | 8 |
ISBN (Electronic) | 9781728124858 |
ISBN (Print) | 9781728124858 |
DOIs | |
Publication status | Published - 20 Feb 2020 |
Event | 2019 IEEE Symposium Series on Computational Intelligence, SSCI 2019 - Xiamen, China Duration: 6 Dec 2019 → 9 Dec 2019 |
Conference
Conference | 2019 IEEE Symposium Series on Computational Intelligence, SSCI 2019 |
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Country/Territory | China |
City | Xiamen |
Period | 6/12/19 → 9/12/19 |
Keywords
- memristive neural networks
- passivity
- state coupling
- synchronization