Real-valued pattern classification based on extended associative memory

Humberto Sossa; Ricardo Barrón; Roberto A. Vazquez

doi:10.1109/ENC.2004.1342608

Real-valued pattern classification based on extended associative memory

Humberto Sossa, Ricardo Barrón, Roberto A. Vazquez

Centro de Investigación en Computación (CIC)

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

10 Scopus citations

Abstract

We propose an associative model for the classification of real-valued patterns. It is an extension of well-known associative model proposed by K. Steinbuch in 1961 [1], which is known to be only useful in the binary case. The proposed extension is tested in several scenarios with images of realistic objects.

Original language	English
Title of host publication	Proceedings of the Fifth Mexican International Conference in Computer Science, ENC 2004
Editors	R. Baeza-Yates, J.L. Marroquin, E. Chavez
Pages	213-219
Number of pages	7
DOIs	https://doi.org/10.1109/ENC.2004.1342608
State	Published - 2004
Event	Proceedings of the Fifth Mexican International Conference in Computer Science, ENC 2004 - Colima, Mexico Duration: 20 Sep 2004 → 24 Sep 2004

Publication series

Name	Proceedings of the Fifth Mexican International Conference in Computer Science, ENC 2004

Conference

Conference	Proceedings of the Fifth Mexican International Conference in Computer Science, ENC 2004
Country/Territory	Mexico
City	Colima
Period	20/09/04 → 24/09/04

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10.1109/ENC.2004.1342608

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Sossa, H., Barrón, R., & Vazquez, R. A. (2004). Real-valued pattern classification based on extended associative memory. In R. Baeza-Yates, J. L. Marroquin, & E. Chavez (Eds.), Proceedings of the Fifth Mexican International Conference in Computer Science, ENC 2004 (pp. 213-219). (Proceedings of the Fifth Mexican International Conference in Computer Science, ENC 2004). https://doi.org/10.1109/ENC.2004.1342608

Sossa, Humberto ; Barrón, Ricardo ; Vazquez, Roberto A. / Real-valued pattern classification based on extended associative memory. Proceedings of the Fifth Mexican International Conference in Computer Science, ENC 2004. editor / R. Baeza-Yates ; J.L. Marroquin ; E. Chavez. 2004. pp. 213-219 (Proceedings of the Fifth Mexican International Conference in Computer Science, ENC 2004).

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title = "Real-valued pattern classification based on extended associative memory",

abstract = "We propose an associative model for the classification of real-valued patterns. It is an extension of well-known associative model proposed by K. Steinbuch in 1961 [1], which is known to be only useful in the binary case. The proposed extension is tested in several scenarios with images of realistic objects.",

author = "Humberto Sossa and Ricardo Barr{\'o}n and Vazquez, {Roberto A.}",

year = "2004",

doi = "10.1109/ENC.2004.1342608",

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editor = "R. Baeza-Yates and J.L. Marroquin and E. Chavez",

booktitle = "Proceedings of the Fifth Mexican International Conference in Computer Science, ENC 2004",

note = "Proceedings of the Fifth Mexican International Conference in Computer Science, ENC 2004 ; Conference date: 20-09-2004 Through 24-09-2004",

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Sossa, H, Barrón, R & Vazquez, RA 2004, Real-valued pattern classification based on extended associative memory. in R Baeza-Yates, JL Marroquin & E Chavez (eds), Proceedings of the Fifth Mexican International Conference in Computer Science, ENC 2004. Proceedings of the Fifth Mexican International Conference in Computer Science, ENC 2004, pp. 213-219, Proceedings of the Fifth Mexican International Conference in Computer Science, ENC 2004, Colima, Mexico, 20/09/04. https://doi.org/10.1109/ENC.2004.1342608

Real-valued pattern classification based on extended associative memory. / Sossa, Humberto; Barrón, Ricardo; Vazquez, Roberto A.
Proceedings of the Fifth Mexican International Conference in Computer Science, ENC 2004. ed. / R. Baeza-Yates; J.L. Marroquin; E. Chavez. 2004. p. 213-219 (Proceedings of the Fifth Mexican International Conference in Computer Science, ENC 2004).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AB - We propose an associative model for the classification of real-valued patterns. It is an extension of well-known associative model proposed by K. Steinbuch in 1961 [1], which is known to be only useful in the binary case. The proposed extension is tested in several scenarios with images of realistic objects.

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Sossa H, Barrón R, Vazquez RA. Real-valued pattern classification based on extended associative memory. In Baeza-Yates R, Marroquin JL, Chavez E, editors, Proceedings of the Fifth Mexican International Conference in Computer Science, ENC 2004. 2004. p. 213-219. (Proceedings of the Fifth Mexican International Conference in Computer Science, ENC 2004). doi: 10.1109/ENC.2004.1342608

Real-valued pattern classification based on extended associative memory

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