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• W2170478487 abstract "In this paper, we introduce some ideas of switched systems into the field of neural networks and a large class of switched recurrent neural networks (SRNNs) with time-varying structured uncertainties and time-varying delay is investigated. Some delay-dependent robust periodicity criteria guaranteeing the existence, uniqueness, and global asymptotic stability of periodic solution for all admissible parametric uncertainties are devised by taking the relationship between the terms in the Leibniz-Newton formula into account. Because free weighting matrices are used to express this relationship and the appropriate ones are selected by means of linear matrix inequalities (LMIs), the criteria are less conservative than existing ones reported in the literature for delayed neural networks with parameter uncertainties. Some examples are given to show that the proposed criteria are effective and are an improvement over previous ones." @default.
• W2170478487 created "2016-06-24" @default.
• W2170478487 creator A5050096545 @default.
• W2170478487 creator A5086306666 @default.
• W2170478487 date "2008-04-01" @default.
• W2170478487 modified "2023-10-06" @default.
• W2170478487 title "Delay-Dependent Criteria for Global Robust Periodicity of Uncertain Switched Recurrent Neural Networks With Time-Varying Delay" @default.
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• W2170478487 doi "https://doi.org/10.1109/tnn.2007.910734" @default.
• W2170478487 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/18390303" @default.
• W2170478487 hasPublicationYear "2008" @default.
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