✦ LIBER ✦

Results from the Gardner–Derrida–Mottishaw theory of associative memory

✍ Scribed by Hideyuki Koyama; Norio Fujie; Hiroyuki Seyama

Publisher: Elsevier Science
Year: 1999
Tongue: English
Weight: 238 KB
Volume: 12
Category: Article
ISSN: 0893-6080
DOI: 10.1016/s0893-6080(98)00129-4

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✦ Synopsis

General computable formulas for overlap and the other parameters are derived from the Gardner-Derrida-Mottishaw theory of associative memory on the Little-Hopfield model. The overlap is expressed in terms of integral of many-dimensional Gaussian functions. A method of approximation is developed to make numerical computation easy. It is shown that the numerical results are totally in good agreement with simulation.