Mathematical Theory and Applications ›› 2016, Vol. 36 ›› Issue (3): 1-4.

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Moment Exponential Stability Analysis for a Class of Impulsive Stochastic Neural Networks

Liu Xinge, Wang Fengxian, Tang Meilan   

  1. School of Mathematics and Statistics,Central South University,Changsha 410083,China
  • Online:2016-09-30 Published:2020-09-27

Abstract: Based on the mathematical induction,a novel sufficient condition on exponential stability in mean square and a new moment exponential stability condition are proposed for a class of impulsive stochastic neural networks,which are with less conservatism.

Key words: Mathematical induction, Impulsive stochastic neural networks, Exponential stability in mean square, Moment exponential stability