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Maximum-entropy approximations of stochastic nonlinear transductions: an extension of the Wiener theory.

作者信息

Victor J D, Johannesma P

出版信息

Biol Cybern. 1986;54(4-5):289-300. doi: 10.1007/BF00318425.

DOI:10.1007/BF00318425
PMID:3741900
Abstract

We consider the description of a nonlinear stochastic transduction in terms of its input/output distribution. We construct a sequence of approximating maximum-entropy estimates from a finite set of input/output observations. This procedure extends the Wiener theory to the analysis of nonlinear stochastic transducers and to the analysis of transducers with multiple outputs but an inaccessible input.

摘要

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