The Locator -- [(subject = "Multivariate analysis")]

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Author:
Ismailov, Vugar E., 1971- http://id.loc.gov/authorities/names/no2021094731 author.
Title:
Ridge functions and applications in neural networks / Vugar E. Ismailov.
Publisher:
American Mathematical Society,
Copyright Date:
2021
Description:
ix, 186 pages : illustrations ; 26 cm.
Subject:
Function spaces.
Multivariate analysis.
Approximation theory.
Linear operators.
Numbers, Real.
Neural networks (Computer science)
Notes:
Includes bibliographical references (pages 175-184) and index.
Contents:
Properties of linear combinations of ridge functions -- The smoothness problem in ridge function representation -- Approximation of multivariate functions by sums of univariate functions -- Generalized ridge functions and linear superpositions -- Applications to neural networks.
Series:
Mathematical surveys and monographs, 0076-5376 ; volume 263
ISBN:
1470467658
9781470467654
OCLC:
(OCoLC)1264744029
LCCN:
2021035100
Locations:
USUX851 -- Iowa State University - Parks Library (Ames)

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