连续Hopfield网络稳定性判定的新方法

New Criterion for Absolute Stability of Continuous Hopfield Neural Networks

概述了关于连续Ｈｏｐｆｉｅｌｄ网络的经典性工作，针对推广的Ｈｏｐｆｉｅｌｄ网络，推导了在条件Ｔ下以可微零均值非线性函数作为激励函数的Ｈｏｐｆｉｅｌｄ网络全局稳定的三个充分条件，给出了Ｈｏｐｆｉｅｌｄ网络稳定性判定的新方法，并通过实例进行了验证．

The classical rustles on Hopfield neural networks are introduced and new criterion for absolute stability of generalized continuous Hopfield neural networks are discussed with a class of differentiable and zero mean value nonlinear function as their active function.