Electronic Journal of Differential Equations,
Vol. 2007(2007), No. 44, pp. 1-6.

Title: Almost sure exponential stability of delayed 
       cellular neural networks

Authors: Chuangxia Huang (Changsha Univ., Hunan, China)
         Yigang He       (Hunan Univ., Changsha, China)
	 Lihong Huang    (Hunan Univ., Changsha, China)
 
Abstract:
 The stability of stochastic delayed Cellular Neural Networks (DCNN)
 is investigated in this paper. Using suitable Lyapunov functional
 and the semimartingale convergence theorem, we obtain some sufficient
 conditions for checking the almost sure exponential stability of 
 the DCNN.
  
Submitted February 27, 2007. Published March 15, 2007.
Math Subject Classifications: 34K50, 60H10.
Key Words: Stochastic; cellular neural networks;
    almost sure exponential stability; Lyapunov functional.