Hopfield网络的l -无穷分析

Computational Intelligence in Control and Automation (CICA) Pub Date : 2011-04-11 DOI:10.1109/CICA.2011.5945751

A. Stoica, I. Yaesh

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引用次数: 0

摘要

研究了一类具有有界扰动的Hopfield网络的非对称形式。这种网络出现在视觉运动控制回路的背景下，因此可以用来模仿它们的复杂行为。本文采用Lur'e-Postnikov系统方法分析了广义Hopfield网络的诱导L∞8增益。通过一个简单的数值算例说明了结果。

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L-infinity analysis of Hopfield networks

A non symmetric version of Hopfield networks subject to bounded disturbances is considered. Such networks arise in the context of visuo-motor control loops and may, therefore, be used to mimic their complex behavior. In this paper, we adopt the Lur'e-Postnikov systems approach to analyze the induced L∞8 gain of generalized Hopfield networks. The results are illustrated via a simple numerical example.

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Computational Intelligence in Control and Automation (CICA)

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