Study of the influence of noise in the values of a median associative memory

Humberto Sossa, Ricardo Barrón, Roberto A. Vázquez

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

6 Scopus citations

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.

Original languageEnglish
Title of host publicationAdaptive and Natural Computing Algorithms - 8th International Conference, ICANNGA 2007, Proceedings
PublisherSpringer Verlag
Pages55-62
Number of pages8
EditionPART 2
ISBN (Print)9783540715900
DOIs
StatePublished - 2007
Event8th International Conference on Adaptive and Natural Computing Algorithms, ICANNGA 2007 - Warsaw, Poland
Duration: 11 Apr 200714 Apr 2007

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
NumberPART 2
Volume4432 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference8th International Conference on Adaptive and Natural Computing Algorithms, ICANNGA 2007
Country/TerritoryPoland
CityWarsaw
Period11/04/0714/04/07

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