連想記憶の想起過程における内部電位の確率密度
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概要
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Recalling process of associative memory on the Little-Hopfield model is formulated based on an assumption that distortions of probability density of the inner potential from normal distribution are caused by self-correlations. The overlap (direction cosine) is formulated as an expected value of output function in terms of a pseudo Gaussian probability density. It is shown that the probability density as well as the overlap is in good agreement with simulations for various output functions including a non-monotone function.
- 2002-12-05
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