两个简单分段连续型时滞Hopfield神经网络的稳定性分析

ANASLYSIS OF DIFFERENT TYPES STABILITY OF TWO SIMPLE PIECEWISE CONTINUOUS AND TIME-DELAY OF HOPFIELD NEURAL NETWORK

通过研究神经网络模型,并建立了两个分段连续型时滞Hopfield神经网络模型,利用了自变量分段连续型微分方程的解的知识及动力系统理论对模型进行讨论,得到了模型稳定性。

Although neural networks studied,piecewise continuous time- delay Hopfield neural networks with two simple system Model are established.Using the knowledge about EPCA（ Equations with Piecewise Continuous Arguments） and dynamical systems theory,we obtain some conditions of ensuring the stability.