Almost Sure Stability of Stochastic Neural Networks with Time Delays in the Leakage Terms

The stability issue is investigated for a class of stochastic neural networks with time delays in the leakage terms. Different from the previous literature, we are concerned with the almost sure stability. By using the LaSalle invariant principle of stochastic delay differential equations, Itô’s for...

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Bibliographic Details
Main Authors: Mingzhu Song, Quanxin Zhu, Hongwei Zhou
Format: Article
Language:English
Published: Wiley 2016-01-01
Series:Discrete Dynamics in Nature and Society
Online Access:http://dx.doi.org/10.1155/2016/2487957
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