The perfect recalling rate of morphological associative memory

Authors:
Ke Zhang;Sadayuki Murashima
Affiliations:
Kagoshima University, Kagoshima, Japan;Kagoshima University, Kagoshima, Japan
Venue:
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
Year:
2006

Citing 2
Cited 0

An Introduction to Morphological Neural Networks

ICPR '96 Proceedings of the International Conference on Pattern Recognition (ICPR '96) Volume IV-Volume 7472 - Volume 7472
Morphological associative memories

IEEE Transactions on Neural Networks

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Abstract

Morphological associative memory is made up by replacing the sum of input signals by maximum or minimum operation. Ritter presented a procedure of associative memory, which utilizes associative memory matrix M and W sophisticatedly. This paper treats the recalling rate of associative memory. At first, conditions of perfect recalling are given. Then the perfect recalling rate of associative memory is derived based on these conditions. The formula of perfect recalling rate found out to be equal to the perfect recalling rate obtained by experiments.