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The optimal encodings for biased association in linear associative memories

✍ Scribed by Yee Leung; Tian-Xin Dong; Zong-Ben Xu

Publisher
Elsevier Science
Year
1998
Tongue
English
Weight
141 KB
Volume
11
Category
Article
ISSN
0893-6080

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✦ Synopsis

In this paper, optimal encoding schemes for linear associative memories are derived for biased association under both the white-noise and colored-noise situations. Analysis and simulation results all show that the biased encodings thus derived are optimal and superior to existing models in their performance. Together with the Wee-Kohonen unbiased encoding, the study settles the optimality issue of linear associative memories and enhances their practicalities.

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