DocumentCode :
964361
Title :
A nonbinary neural network design
Author :
Porter, William A. ; Zheng, Xiaoyan
Author_Institution :
Dept. of Electr. & Comput. Eng., Alabama Univ., Huntsville, AL, USA
Volume :
42
Issue :
9
fYear :
1993
fDate :
9/1/1993 12:00:00 AM
Firstpage :
1132
Lastpage :
1135
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
Keywords :
neural nets; binary; distributed neural network; neural network; neuromic array; nonbinary; performance; quartic case; robustness; Artificial neural networks; Biological system modeling; Biomedical signal processing; Cognitive science; Computer architecture; Information processing; Neural networks; Neurons; Pattern recognition; Robustness;
fLanguage :
English
Journal_Title :
Computers, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9340
Type :
jour
DOI :
10.1109/12.241601
Filename :
241601
Link To Document :
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