Journal of Applied Sciences ›› 1993, Vol. 11 ›› Issue (1): 83-85.

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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

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