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Proceedings Paper

Constructing Associative Memories Using Neural Networks
Author(s): X Xu; W T Tsai
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Paper Abstract

This paper proposes using a generalized Hopfield's model 1 , also known as the McCulloh-Pitts model 2, as associative memories. The system always converges to the nearest stored words. This is not true for Hopfield's model. We also determine the information capacity of this generalized model. Our result is better than those in the literature.

Paper Details

Date Published: 17 May 1989
PDF: 8 pages
Proc. SPIE 1058, High Speed Computing II, (17 May 1989); doi: 10.1117/12.951679
Show Author Affiliations
X Xu, University of Minnesota (United States)
W T Tsai, University of Minnesota (United States)

Published in SPIE Proceedings Vol. 1058:
High Speed Computing II
Keith Bromley, Editor(s)

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