The optimal encodings for biased association in linear associative memories
Autor: | Yee Leung, Tian-Xin Dong, Zongben Xu |
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Rok vydání: | 1998 |
Předmět: | |
Zdroj: | Neural Networks. 11:877-884 |
ISSN: | 0893-6080 |
DOI: | 10.1016/s0893-6080(98)00042-2 |
Popis: | 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. |
Databáze: | OpenAIRE |
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