A nonbinary neural network design

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 valu...

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Veröffentlicht in:IEEE transactions on computers 1993-09, Vol.42 (9), p.1132-1135
Hauptverfasser: Porter, W.A., Xiaoyan Zheng
Format: Artikel
Sprache:eng
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Zusammenfassung: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.< >
ISSN:0018-9340
1557-9956
DOI:10.1109/12.241601