Existence and Exponential Stability of Almost Periodic Solution for Hopfield Neural Network Equatio

• 作 者: 杨喜陶
• 机 构: DepartmentofMathematics
• 出 处: 东北数学：英文版
• 发表日期: 2006年2期
• 关键词: 神经网络 周期解 指数稳定性 LIAPUNOV函数 Hopfield neural network almost periodic solution exp
• 基金项目: The Soft Project （B30145） of Science and Technology of Hunan Province.Acknowledgment The author would like to thank Professor Yuan Rong for his helpful suggestions.

<正>By constructing Liapunov functions and building a new inequality, we obtain two kinds of sufficient conditions for the existence and global exponential stability of almost periodic solution for a Hopfield-type neural networks subject to almost pe