JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE) ›› 2014, Vol. 49 ›› Issue (12): 60-65.doi: 10.6040/j.issn.1671-9352.0.2014.181

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Mean square exponential stability analysis of stochastic generalized cellular neural networks with S-type distributed delays

ZHEN Yan, WANG Lin-shan   

  1. School of Mathematical Science, Ocean University of China, Qingdao 266100, Shandong, China
  • Received:2014-04-23 Revised:2014-09-24 Online:2014-12-20 Published:2014-12-20

Abstract: Global exponential stability of generalized cellular neural networks with S-type distributed delays was discussed by using Lyapunov functional method and stochastic analysis technique. A criterion for the stability in mean square was obtained. Simulation shows the validity of the conclusions.

Key words: S-type distributed delays, Lyapunov functional, exponential stability in mean square, generalized cellular neural networks, stochastic analysis

CLC Number: 

  • O175
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