The Brain & Neural Networks
Online ISSN : 1883-0455
Print ISSN : 1340-766X
ISSN-L : 1340-766X
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Volume 2, Issue 2
Displaying 1-9 of 9 articles from this issue
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  • The S/N Analysis of Associative Memory
    —Sign Alternating and Pairing Memorization Method—
    Kazushi Mimura, Masato Okada
    1995 Volume 2 Issue 2 Pages 38-42
    Published: June 05, 1995
    Released on J-STAGE: December 01, 2010
    DOIhttps://doi.org/10.3902/jnns.2.38
    JOURNAL FREE ACCESS
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    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.
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