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

A new theoretical framework for the steinbuch's lernmatrix

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

Centro de Investigación en Computación (CIC)

Producción científica: Contribución a una revista › Artículo de la conferencia › revisión exhaustiva

3 Citas (Scopus)

Resumen

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.

Idioma original	Inglés
Número de artículo	59160N
Páginas (desde-hasta)	1-9
Número de páginas	9
Publicación	Proceedings of SPIE - The International Society for Optical Engineering
Volumen	5916
DOI	https://doi.org/10.1117/12.621551
Estado	Publicada - 2005
Evento	Mathematical Methods in Pattern and Image Analysis - San Diego, CA, Estados Unidos Duración: 3 ago. 2005 → 4 ago. 2005

Acceder al documento

10.1117/12.621551

Otros archivos y enlaces

Enlace a la publicación en Scopus

Citar esto

@article{da0b74410a334486b0cacc5dedcf5fa5,

title = "A new theoretical framework for the steinbuch's lernmatrix",

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.",

author = "S{\'a}nchez-Garfias, {F. A.} and {D{\'i}az-De-Le{\'o}n S}, {J. L.} and C. Y{\'a}{\~n}ez-M{\'a}rquez",

year = "2005",

doi = "10.1117/12.621551",

language = "Ingl{\'e}s",

volume = "5916",

pages = "1--9",

journal = "Proceedings of SPIE - The International Society for Optical Engineering",

issn = "0277-786X",

note = "Mathematical Methods in Pattern and Image Analysis ; Conference date: 03-08-2005 Through 04-08-2005",

}

TY - JOUR

T1 - A new theoretical framework for the steinbuch's lernmatrix

AU - Sánchez-Garfias, F. A.

AU - Díaz-De-León S, J. L.

AU - Yáñez-Márquez, C.

PY - 2005

Y1 - 2005

N2 - 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.

AB - 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.

UR - http://www.scopus.com/inward/record.url?scp=30844441622&partnerID=8YFLogxK

U2 - 10.1117/12.621551

DO - 10.1117/12.621551

M3 - Artículo de la conferencia

AN - SCOPUS:30844441622

SN - 0277-786X

VL - 5916

SP - 1

EP - 9

JO - Proceedings of SPIE - The International Society for Optical Engineering

JF - Proceedings of SPIE - The International Society for Optical Engineering

M1 - 59160N

T2 - Mathematical Methods in Pattern and Image Analysis

Y2 - 3 August 2005 through 4 August 2005

ER -

A new theoretical framework for the steinbuch's lernmatrix

Resumen

Acceder al documento

Otros archivos y enlaces

Huella

Citar esto