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

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.

journal_name

Biol Cybern

journal_title

Biological cybernetics

authors

Victor JD,Johannesma P

doi

10.1007/BF00318425

subject

Has Abstract

pub_date

1986-01-01 00:00:00

pages

289-300

issue

4-5

eissn

0340-1200

issn

1432-0770

journal_volume

54

pub_type

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