Delay-Dependent Stability Criteria of Uncertain Periodic Switched Recurrent Neural Networks with Time-Varying Delays

Xing Yin, Jun Li, Weigen Wu and Qiranrong Tan

Discrete Dynamics in Nature and Society, 2011, vol. 2011, 1-14

Abstract:

This paper deals with the problem of delay-dependent stability criterion of uncertain periodic switched recurrent neural networks with time-varying delays. When uncertain discrete-time recurrent neural network is a periodic system, it is expressed as switched neural network for the finite switching state. Based on the switched quadratic Lyapunov functional approach (SQLF) and free-weighting matrix approach (FWM), some linear matrix inequality criteria are found to guarantee the delay-dependent asymptotical stability of these systems. Two examples illustrate the exactness of the proposed criteria.

Date: 2011
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Persistent link: https://EconPapers.repec.org/RePEc:hin:jnddns:325371

DOI: 10.1155/2011/325371

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