The Brain & Neural Networks
Online ISSN : 1883-0455
Print ISSN : 1340-766X
ISSN-L : 1340-766X
The S/N Analysis of Associative Memory
—Sign Alternating and Pairing Memorization Method—
Kazushi MimuraMasato Okada
Author information
JOURNAL FREE ACCESS

1995 Volume 2 Issue 2 Pages 38-42

Details
Abstract
There are some models of associative memory that have improved learning algorithms or dynamics. We obtained the memory capacity of an associative memory using the sign alternating memorization method and the pairing memorization method by means of self-consistent signal-to-noise analysis(SCSNA). In the case using the grouping memorization method, as the number of patterns of a group increases, the memory capacity increases. If more than about 10 patterns are grouped, the memory capacity is about 0.27 as well as the cross-correlation type.
Content from these authors
© 1995 Japanese Neural Network Society
Previous article Next article
feedback
Top