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
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
Journal title :
Applied Mathematics Letters
