Hits:

Indexed by:会议论文

Date of Publication:2012-01-01

Included Journals:CPCI-S

Page Number:2100-2105

Key Words:Switched neutral recurrent neural networks; Average dwell time; L-2-gain

Abstract:The perturbed switched neutral recurrent neural networks is investigated. Based on average dwell time approach and linear matrix inequality (LMI) technique, sufficient conditions are obtained to guarantee the exponential stability of switched recurrent neural networks without perturbation and the L-2-gain stability of perturbed switched recurrent neural networks under the identified switching signal. An estimation of state decay can be obtained by corresponding LMIs. Augmented Lyapunov function is used to establish less conservation results. The examples illustrate the effectiveness of the proposed results.