Almost sure exponential stability of delayed cellular neural networks
Date
2007-03-15
Authors
Huang, Chuangxia
He, Yigang
Huang, Lihong
Journal Title
Journal ISSN
Volume Title
Publisher
Texas State University-San Marcos, Department of Mathematics
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.
Description
Keywords
Stochastic, Cellular neural networks, Almost sure exponential stability, Lyapunov functional
Citation
Huang, C., He, Y., & Huang, L. (2007). Almost sure exponential stability of delayed cellular neural networks. <i>Electronic Journal of Differential Equations, 2007</i>(44), pp. 1-6.
Rights
Attribution 4.0 International