机构地区: 华中理工大学控制科学与工程系
出 处: 《电子学报》 2000年第1期78-80,69,共4页
摘 要: 本文利用平均 Lyapunov函数,研究了具有反应扩散的 Hopfield神经网络平衡位置的全局渐近稳定性及局部渐近稳定性.其结果包含了国际上一些最新结果为特例. In this paper,we construct a kind of even type Lyapunov functions to study globally asymptotic and locally asymptotic stability of equilibrium of more general Hopfield neural networks with reaction-diffusion terms. Since the diffusion Phenomena could not be ignored in neural networks and electric circuits,the model Presented here is more closed to the actual systems,and the we got cover the most of new results in the world.
领 域: [自动化与计算机技术] [自动化与计算机技术]