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2012 Exponential Stabilization of Neutral-Type Neural Networks with Interval Nondifferentiable and Distributed Time-Varying Delays
W. Weera, P. Niamsup
Abstr. Appl. Anal. 2012: 1-21 (2012). DOI: 10.1155/2012/101426

Abstract

The problem of exponential stabilization of neutral-type neural networks with various activation functions and interval nondifferentiable and distributed time-varying delays is considered. The interval time-varying delay function is not required to be differentiable. By employing new and improved Lyapunov-Krasovskii functional combined with Leibniz-Newton’s formula, the stabilizability criteria are formulated in terms of a linear matrix inequalities. Numerical examples are given to illustrate and show the effectiveness of the obtained results.

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W. Weera. P. Niamsup. "Exponential Stabilization of Neutral-Type Neural Networks with Interval Nondifferentiable and Distributed Time-Varying Delays." Abstr. Appl. Anal. 2012 1 - 21, 2012. https://doi.org/10.1155/2012/101426

Information

Published: 2012
First available in Project Euclid: 14 December 2012

zbMATH: 1237.93140
MathSciNet: MR2898045
Digital Object Identifier: 10.1155/2012/101426

Rights: Copyright © 2012 Hindawi

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