离散Hopfield神经网络的统一描述

The Unified Representation of Discrete—time Hopfield Neural Networks

本文用神经元的激励函数为严格阈值函数的McCulloch-Pitts模型对目前出现于文献中的几种离散Hopfield神经网络作了统一描述,从而给这些网络的分析和综合提供了一条系统清晰的思路。

This paper makes a unified representation for several types of discrete-time Hopfield neural networks appearring in the literature currently with McCulloch-Pitts model which neuron acti- vation function is a strict threshold function and, hence, provides a systematic and clarified idea for the analysis and synthesis of these networks.