Study of the Influence of Noise in the Values of a Median Associative Memory

  • Humberto Sossa
  • Ricardo Barrón
  • Roberto A. Vázquez
Conference paper

DOI: 10.1007/978-3-540-71629-7_7

Part of the Lecture Notes in Computer Science book series (LNCS, volume 4432)
Cite this paper as:
Sossa H., Barrón R., Vázquez R.A. (2007) Study of the Influence of Noise in the Values of a Median Associative Memory. In: Beliczynski B., Dzielinski A., Iwanowski M., Ribeiro B. (eds) Adaptive and Natural Computing Algorithms. ICANNGA 2007. Lecture Notes in Computer Science, vol 4432. Springer, Berlin, Heidelberg

Abstract

In this paper we study how the performance of a median associative memory is influenced when the values of its elements are altered by noise. To our knowledge this kind of research has not been reported until know. We give formal conditions under which the memory is still able to correctly recall a pattern of the fundamental set of patterns either from a non-altered or a noisy version of it. Experiments are also given to show the efficiency of the proposal.

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Copyright information

© Springer Berlin Heidelberg 2007

Authors and Affiliations

  • Humberto Sossa
    • 1
  • Ricardo Barrón
    • 1
  • Roberto A. Vázquez
    • 1
  1. 1.Centro de Investigación en Computación-IPN, Av. Juan de Dios Bátiz, esquina con Miguel Othón de Mendizábal, Mexico City, 07738Mexico

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