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应用科学学报 ›› 1993, Vol. 11 ›› Issue (1): 83-85.

• 研究简报 • 上一篇    下一篇

一个关于Hopfield网络的定理

罗发龙, 杨俊   

  1. 清华大学
  • 收稿日期:1991-01-11 修回日期:1992-02-20 出版日期:1993-03-31 发布日期:1993-03-31

A THEOREM ON HOPFIELD NEURAL NETWORK

LUO FALONG, YANG JUN   

  1. Tsinghua University
  • Received:1991-01-11 Revised:1992-02-20 Online:1993-03-31 Published:1993-03-31

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摘要： Hopfield提出一个连续状态的神经网络模型,使之与模拟电路直接对应[1],随后有大量的文献论述了这种网络的理论与应用.

关键词: 神经网络, 动态范围, 电路

Abstract: This paper presents a theorem concerning the dynamic range of the Hopfield neural network. We show that the input voltage of each neuron in the Hopfield network is bounded and the boundness is computed in a closed form which provides the foundation for designing physical systems, such as electronic circuits.

Key words: neural network, dynamic range, circuit