Almost sure exponential stability of delayed cellular neural networks
Electronic journal of differential equations, Tome 2007 (2007)
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.
Classification :
34K50, 60H10
Keywords: stochastic, cellular neural networks, almost sure exponential stability, Lyapunov functional
Keywords: stochastic, cellular neural networks, almost sure exponential stability, Lyapunov functional
@article{EJDE_2007__2007__a257,
author = {Huang, Chuangxia and He, Yigang and Huang, Lihong},
title = {Almost sure exponential stability of delayed cellular neural networks},
journal = {Electronic journal of differential equations},
year = {2007},
volume = {2007},
zbl = {1117.34078},
language = {en},
url = {http://geodesic.mathdoc.fr/item/EJDE_2007__2007__a257/}
}
TY - JOUR AU - Huang, Chuangxia AU - He, Yigang AU - Huang, Lihong TI - Almost sure exponential stability of delayed cellular neural networks JO - Electronic journal of differential equations PY - 2007 VL - 2007 UR - http://geodesic.mathdoc.fr/item/EJDE_2007__2007__a257/ LA - en ID - EJDE_2007__2007__a257 ER -
Huang, Chuangxia; He, Yigang; Huang, Lihong. Almost sure exponential stability of delayed cellular neural networks. Electronic journal of differential equations, Tome 2007 (2007). http://geodesic.mathdoc.fr/item/EJDE_2007__2007__a257/