Title of article
Almost sure exponential stability of delayed Hopfield neural networks Original Research Article
Author/Authors
Chuangxia Huang، نويسنده , , Ping Chen، نويسنده , , Yigang He، نويسنده , , Shangjiang Guo and Lihong Huang ، نويسنده , , Wen Tan، نويسنده ,
Issue Information
روزنامه با شماره پیاپی سال 2008
Pages
5
From page
701
To page
705
Abstract
The stability of stochastic delayed Hopfield neural networks (DHNN) is investigated in this paper. Under the help of suitable Lyapunov function and the semimartingale convergence theorem, we obtain some sufficient criteria to check the almost sure exponential stability of the DHNN.
Keywords
Lyapunov function , Hopfield neural network , Almost sure exponential stability , Stochastic
Journal title
Applied Mathematics Letters
Serial Year
2008
Journal title
Applied Mathematics Letters
Record number
898640
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