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Proceedings Paper

A new theoretical framework for the Steinbuch's Lernmatrix
Author(s): F. A. Sánchez-Garfias; J. L. Díaz-de-León S.; C. Yáñez-Márquez
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Paper Abstract

This article introduces a new theoretical framework to describe the behavior of the Steinbuch's Lernmatrix. The properties of this old associative memory can be modeled using set theory and order relationships, analogously to morphological associative memories. The obtained results allow the Lernmatrix, four decades before its creation, to be a good alternative for pattern classification and recognition.

Paper Details

Date Published: 12 September 2005
PDF: 9 pages
Proc. SPIE 5916, Mathematical Methods in Pattern and Image Analysis, 59160N (12 September 2005); doi: 10.1117/12.621551
Show Author Affiliations
F. A. Sánchez-Garfias, Ctr. for Computing Research, I. P. N. (Mexico)
J. L. Díaz-de-León S., Ctr. for Computing Research, I. P. N. (Mexico)
C. Yáñez-Márquez, Ctr. for Computing Research, I. P. N. (Mexico)


Published in SPIE Proceedings Vol. 5916:
Mathematical Methods in Pattern and Image Analysis
Jaakko T. Astola; Ioan Tabus; Junior Barrera, Editor(s)

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