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Design of state estimator for neural networks of neutral-type. (English) Zbl 1142.93016

Summary: The design problem of state estimator for a class of neural networks of neutral-type is studied. A delay-dependent linear matrix inequality (LMI) criterion for existence of the estimator is proposed by using the Lyapunov method. The criterion can be easily solved by various convex optimization algorithms. A numerical example with simulation results is given to show the effectiveness of proposed method.

MSC:

93C15 Control/observation systems governed by ordinary differential equations
34K40 Neutral functional-differential equations
92B20 Neural networks for/in biological studies, artificial life and related topics

Software:

LMI toolbox
PDFBibTeX XMLCite
Full Text: DOI

References:

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