LMI Approach for Stationary Oscillation of Interval Neural Networks With Discrete and Distributed Time-Varying Delays Under Impulsive Perturbations | IEEE Journals & Magazine | IEEE Xplore

LMI Approach for Stationary Oscillation of Interval Neural Networks With Discrete and Distributed Time-Varying Delays Under Impulsive Perturbations


Abstract:

In this paper, a class of impulsive interval neural networks with discrete and distributed time-varying delays is discussed. Several new sufficient conditions are obtaine...Show More

Abstract:

In this paper, a class of impulsive interval neural networks with discrete and distributed time-varying delays is discussed. Several new sufficient conditions are obtained ensuring the existence, uniqueness, and global exponential stability of periodic solution (i.e., stationary oscillation) for the addressed models based on inequality analysis techniques. The obtained results can be checked easily by the linear matrix inequality control toolbox in MATLAB. Finally, two numerical examples are given to show the effectiveness of our results.
Published in: IEEE Transactions on Neural Networks ( Volume: 21, Issue: 10, October 2010)
Page(s): 1555 - 1563
Date of Publication: 19 August 2010

ISSN Information:

PubMed ID: 20729165

References

References is not available for this document.