具有反应扩散的二阶Hopfield神经网络稳态解的存在唯一性

Existence and Uniqueness of Stable Solutions for Second Order Hopfield Neural Networks with Reaction and Diffusion

运用压缩映象原理 ,给出了具有反应扩散 Hopfield神经网络模型稳态解存在唯一性的 2个判据 ,并运用 Brouwer不动点定理 。

In this paper,we give out two exist and unique criterias of stable solution for second order Hopfield neural network with reaction and diffusion utilizing the principle of compression.We give out one exist criteria of stable solutions for hopfield neural network using brouwer immovable point theorem.