Perfect recall on the lernmatrix

Israel Román-Godínez; Itzamá López-Yáñez; Cornelio Yáñez-Márquez

doi:10.1007/978-3-540-72393-6_100

Perfect recall on the lernmatrix

Israel Román-Godínez, Itzamá López-Yáñez, Cornelio Yáñez-Márquez

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

3 Scopus citations

Abstract

The Lernmatrix, which is the first known model of associative memory, is a hetereoassociative memory that presents the problem of incorrect pattern recall, even in the fundamental set, depending on the associations. In this work we propose a new algorithm and the corresponding theoretical support to improve the recalling capacity of the original model.

Original language	English
Title of host publication	Advances in Neural Networks - ISNN 2007 - 4th International Symposium on Neural Networks, ISNN 2007, Proceedings
Publisher	Springer Verlag
Pages	835-841
Number of pages	7
Edition	PART 2
ISBN (Print)	9783540723929
DOIs	https://doi.org/10.1007/978-3-540-72393-6_100
State	Published - 2007
Event	4th International Symposium on Neural Networks, ISNN 2007 - Nanjing, China Duration: 3 Jun 2007 → 7 Jun 2007

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Number	PART 2
Volume	4492 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	4th International Symposium on Neural Networks, ISNN 2007
Country/Territory	China
City	Nanjing
Period	3/06/07 → 7/06/07

Access to Document

10.1007/978-3-540-72393-6_100

Cite this

Román-Godínez, I., López-Yáñez, I., & Yáñez-Márquez, C. (2007). Perfect recall on the lernmatrix. In Advances in Neural Networks - ISNN 2007 - 4th International Symposium on Neural Networks, ISNN 2007, Proceedings (PART 2 ed., pp. 835-841). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 4492 LNCS, No. PART 2). Springer Verlag. https://doi.org/10.1007/978-3-540-72393-6_100

Román-Godínez, Israel ; López-Yáñez, Itzamá ; Yáñez-Márquez, Cornelio. / Perfect recall on the lernmatrix. Advances in Neural Networks - ISNN 2007 - 4th International Symposium on Neural Networks, ISNN 2007, Proceedings. PART 2. ed. Springer Verlag, 2007. pp. 835-841 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); PART 2).

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abstract = "The Lernmatrix, which is the first known model of associative memory, is a hetereoassociative memory that presents the problem of incorrect pattern recall, even in the fundamental set, depending on the associations. In this work we propose a new algorithm and the corresponding theoretical support to improve the recalling capacity of the original model.",

author = "Israel Rom{\'a}n-God{\'i}nez and Itzam{\'a} L{\'o}pez-Y{\'a}{\~n}ez and Cornelio Y{\'a}{\~n}ez-M{\'a}rquez",

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Román-Godínez, I, López-Yáñez, I & Yáñez-Márquez, C 2007, Perfect recall on the lernmatrix. in Advances in Neural Networks - ISNN 2007 - 4th International Symposium on Neural Networks, ISNN 2007, Proceedings. PART 2 edn, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), no. PART 2, vol. 4492 LNCS, Springer Verlag, pp. 835-841, 4th International Symposium on Neural Networks, ISNN 2007, Nanjing, China, 3/06/07. https://doi.org/10.1007/978-3-540-72393-6_100

Perfect recall on the lernmatrix. / Román-Godínez, Israel; López-Yáñez, Itzamá ; Yáñez-Márquez, Cornelio.
Advances in Neural Networks - ISNN 2007 - 4th International Symposium on Neural Networks, ISNN 2007, Proceedings. PART 2. ed. Springer Verlag, 2007. p. 835-841 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 4492 LNCS, No. PART 2).

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

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Román-Godínez I, López-Yáñez I , Yáñez-Márquez C. Perfect recall on the lernmatrix. In Advances in Neural Networks - ISNN 2007 - 4th International Symposium on Neural Networks, ISNN 2007, Proceedings. PART 2 ed. Springer Verlag. 2007. p. 835-841. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); PART 2). doi: 10.1007/978-3-540-72393-6_100

Perfect recall on the lernmatrix

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