Antisynchronization and Generalized Pinning Control of Multiweighted Coupled Complex-Valued Delayed Memristive Neural Networks
In this article, antisynchronization problem of multiweighted coupled complex-valued delayed memristive neural networks (MWCCVDMNNs) with and without coupling delays are investigated. First, via devising a suitable controller and constructing an appropriate Lyapunov functional, a criterion for ensur...
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| Format: | Article |
| Language: | English |
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Wiley
2023-01-01
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| Series: | Discrete Dynamics in Nature and Society |
| Online Access: | http://dx.doi.org/10.1155/2023/5220356 |
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| _version_ | 1832559290305478656 |
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| author | Limei Su Yanli Huang |
| author_facet | Limei Su Yanli Huang |
| author_sort | Limei Su |
| collection | DOAJ |
| description | In this article, antisynchronization problem of multiweighted coupled complex-valued delayed memristive neural networks (MWCCVDMNNs) with and without coupling delays are investigated. First, via devising a suitable controller and constructing an appropriate Lyapunov functional, a criterion for ensuring antisynchronization of MWCCVDMNNs is derived. Second, we research the generalized pinning antisynchronization of MWCCVDMNNs by creating a generalized pinning controller to guarantee that the considered networks can accomplish antisynchronization. Similarly, several sufficient conditions guaranteeing the antisynchronization and generalized pinning antisynchronization of MWCCVDMNNs with coupling delays are also presented. Third, two numerical examples are provided to verify the correctness of the obtained antisynchronization results. |
| format | Article |
| id | doaj-art-7b9ed92931fd42348f9516fe28da4c85 |
| institution | Kabale University |
| issn | 1607-887X |
| language | English |
| publishDate | 2023-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Discrete Dynamics in Nature and Society |
| spelling | doaj-art-7b9ed92931fd42348f9516fe28da4c852025-02-03T01:30:25ZengWileyDiscrete Dynamics in Nature and Society1607-887X2023-01-01202310.1155/2023/5220356Antisynchronization and Generalized Pinning Control of Multiweighted Coupled Complex-Valued Delayed Memristive Neural NetworksLimei Su0Yanli Huang1Tianjin Key Laboratory Autonomous Intelligence Technology and SystemsTianjin Key Laboratory Autonomous Intelligence Technology and SystemsIn this article, antisynchronization problem of multiweighted coupled complex-valued delayed memristive neural networks (MWCCVDMNNs) with and without coupling delays are investigated. First, via devising a suitable controller and constructing an appropriate Lyapunov functional, a criterion for ensuring antisynchronization of MWCCVDMNNs is derived. Second, we research the generalized pinning antisynchronization of MWCCVDMNNs by creating a generalized pinning controller to guarantee that the considered networks can accomplish antisynchronization. Similarly, several sufficient conditions guaranteeing the antisynchronization and generalized pinning antisynchronization of MWCCVDMNNs with coupling delays are also presented. Third, two numerical examples are provided to verify the correctness of the obtained antisynchronization results.http://dx.doi.org/10.1155/2023/5220356 |
| spellingShingle | Limei Su Yanli Huang Antisynchronization and Generalized Pinning Control of Multiweighted Coupled Complex-Valued Delayed Memristive Neural Networks Discrete Dynamics in Nature and Society |
| title | Antisynchronization and Generalized Pinning Control of Multiweighted Coupled Complex-Valued Delayed Memristive Neural Networks |
| title_full | Antisynchronization and Generalized Pinning Control of Multiweighted Coupled Complex-Valued Delayed Memristive Neural Networks |
| title_fullStr | Antisynchronization and Generalized Pinning Control of Multiweighted Coupled Complex-Valued Delayed Memristive Neural Networks |
| title_full_unstemmed | Antisynchronization and Generalized Pinning Control of Multiweighted Coupled Complex-Valued Delayed Memristive Neural Networks |
| title_short | Antisynchronization and Generalized Pinning Control of Multiweighted Coupled Complex-Valued Delayed Memristive Neural Networks |
| title_sort | antisynchronization and generalized pinning control of multiweighted coupled complex valued delayed memristive neural networks |
| url | http://dx.doi.org/10.1155/2023/5220356 |
| work_keys_str_mv | AT limeisu antisynchronizationandgeneralizedpinningcontrolofmultiweightedcoupledcomplexvalueddelayedmemristiveneuralnetworks AT yanlihuang antisynchronizationandgeneralizedpinningcontrolofmultiweightedcoupledcomplexvalueddelayedmemristiveneuralnetworks |