Complete recall on alpha-beta heteroassociative memory

  • Authors:
  • Israel Román-Godínez;Cornelio Yáñez-Márquez

  • Affiliations:
  • Centro de Investigación en Computación, Unidad Profesional Adolfo López Mateos, México, D.F., México;Centro de Investigación en Computación, Unidad Profesional Adolfo López Mateos, México, D.F., México

  • Venue:
  • MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence
  • Year:
  • 2007

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Abstract

Most heteroassociative memories models intend to achieve the recall of the entire trained pattern. The Alpha-Beta associative memories only ensure the correct recall of the trained patterns in autoassociative memories, but not for the heteroassociative memories. In this work we present a new algorithm based on the Alpha-Beta Heteroassociative memories that allows, besides correct recall of some altered patterns, perfect recall of all the trained patterns, without ambiguity. The theoretical support and some experimental results are presented.