Almost sure exponential stability of delayed Hopfield neural networks

作者：Huang, Chuangxia^*; Chen, Ping; He, Yigang; Huang, Lihong; Tan, Wen

来源：Applied Mathematics Letters, 2008, 21(7): 701-705.

DOI：10.1016/j.aml.2007.07.030

• stochastic
• Hopfield neural network
• almost sure exponential stability
• Lyapunov function

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.

• 出版日期2008-7
• 单位长沙学院; 湖南大学