New stability criteria of neural networks with interval time-varying delay: a piecewise delay method (Q1004190)
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scientific article; zbMATH DE number 5522181
| Language | Label | Description | Also known as |
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| English | New stability criteria of neural networks with interval time-varying delay: a piecewise delay method |
scientific article; zbMATH DE number 5522181 |
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New stability criteria of neural networks with interval time-varying delay: a piecewise delay method (English)
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2 March 2009
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A new Lyapunov-Krasovskii functional is constructed which employs the central point of the time delay in a class of neural networks with interval time-varying delays. New delay-dependent sufficient conditions for global asymptotic stability of the neural networks are derived in terms of convexity of a matrix inequality and some other new analytic techniques. Numerical examples are given to illustrate that the achieved conditions are less conservative than some existing ones in the literature.
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neural networks
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stability
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interval delay
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delay-dependent
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LMI
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