A new theoretical framework for the Steinbuch’s Lernmatrix

F. A. Sánchez-Garfias; J. L. Díaz-de-León S.; C. Yáñez-Márquez

doi:10.1117/12.621551

12 September 2005 A new theoretical framework for the Steinbuch's Lernmatrix

F. A. Sánchez-Garfias, J. L. Díaz-de-León S., C. Yáñez-Márquez

Proceedings Volume 5916, Mathematical Methods in Pattern and Image Analysis; 59160N (2005) https://doi.org/10.1117/12.621551
Event: Optics and Photonics 2005, 2005, San Diego, California, United States

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.

Citation Download Citation

F. A. Sánchez-Garfias, J. L. Díaz-de-León S., and C. Yáñez-Márquez "A new theoretical framework for the Steinbuch's Lernmatrix", Proc. SPIE 5916, Mathematical Methods in Pattern and Image Analysis, 59160N (12 September 2005); https://doi.org/10.1117/12.621551

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