Robust passivity of coupled Cohen-Grossberg neural networks with reaction-diffusion terms

Huang, Yanli and Wang, Jianming and Yang, Erfu; (2019) Robust passivity of coupled Cohen-Grossberg neural networks with reaction-diffusion terms. In: 2019 25th International Conference on Automation and Computing (ICAC). Institute of Electrical and Electronics Engineers Inc., GBR. ISBN 978-1-8613-7665-7

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    Abstract

    In this paper, we deal with the robust passivity problem for coupled reaction-diffusion Cohen-Grossberg neural networks (CRDCGNNs) with spatial diffusion coupling and state coupling. First, we present the network model for CRDCGNNs with state coupling and establish some robust passivity conditions for this kind of CRDCGNNs. Then, the investigation on robust passivity for CRDCGNNs with spatial diffusion coupling is carried out similarly. At last, the feasibility of the obtained theoretical results is demonstrated by one example with simulation results.