Almost sure exponential stability of delayed cellular neural networks

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.

Keywords

• Stochastic
• cellular neural networks
• almost sure exponential stability
• Lyapunov functional.