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Passivity and synchronization of switched coupled reaction–diffusion neural networks with non-delayed and delayed couplings.
- Source :
-
International Journal of Computer Mathematics . Sep2019, Vol. 96 Issue 9, p1702-1722. 21p. - Publication Year :
- 2019
-
Abstract
- This paper presents a general array model of switched coupled reaction–diffusion neural networks (CRDNNs) with non-delayed and delayed couplings. By utilizing some inequality techniques, we derive several sufficient conditions ensuring the input strict passivity and output strict passivity of the proposed network model. In addition, by constructing an appropriate Lyapunov functional, a sufficient condition is established in the form of linear matrix inequations to guarantee synchronization of CRDNNs with switched topology. Numerical examples with simulation results are provided to demonstrate the effectiveness and correctness of the obtained results. [ABSTRACT FROM AUTHOR]
- Subjects :
- *ARTIFICIAL neural networks
*SYNCHRONIZATION
*TOPOLOGY
*COMPUTER simulation
Subjects
Details
- Language :
- English
- ISSN :
- 00207160
- Volume :
- 96
- Issue :
- 9
- Database :
- Academic Search Index
- Journal :
- International Journal of Computer Mathematics
- Publication Type :
- Academic Journal
- Accession number :
- 136893724
- Full Text :
- https://doi.org/10.1080/00207160.2018.1463437