A Nonbinary Neural Network Design

  • Authors:
  • W. A. Porter;Xiaoyan Zheng

  • Affiliations:
  • -;-

  • Venue:
  • IEEE Transactions on Computers
  • Year:
  • 1993

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Abstract

In earlier studies a distributed neural network, referred to as a neuromic array, was introduced. The earlier designs were restricted to binary alphabets. The present study loosens this restriction by demonstrating the design extension to the quartic case. A natural morphism between the quartic valued and binary valued vector spaces is used to establish a design equivalence between the two settings. This correspondence compares the robustness and performance of equivalent binary and quartic designs.