Bounds for Approximate Solutions of Fredholm Integral Equations Using Kernel Networks

Result code in IS VaVaI

RIV/67985807:_____/11:00359504 - isvavai.cz

Result on the web

http://dx.doi.org/10.1007/978-3-642-21735-7_16

DOI - Digital Object Identifier

10.1007/978-3-642-21735-7_16

Result language

angličtina

Original language name

Bounds for Approximate Solutions of Fredholm Integral Equations Using Kernel Networks

Original language description

Approximation of solutions of integral equations by networks with kernel units is investigated theoretically. There are derived upper bounds on speed of decrease of errors in approximation of solutions of Fredholm integral equations by kernel networks with increasing numbers of units. The estimates are obtained for Gaussian and degenerate kernels.

Czech name

—

Czech description

—

Type

D - Article in proceedings

CEP classification

IN - Informatics

OECD FORD branch

—

Project

GAP202/11/1368: Learning of functional relationships from high-dimensional data

Continuities

Z - Vyzkumny zamer (s odkazem do CEZ)

Publication year

2011

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection

Artificial Neural Networks ? ICANN 2011

ISBN

978-3-642-21734-0

ISSN

—

e-ISSN

—

Number of pages

8

Pages from-to

126-133

Publisher name

Springer

Place of publication

Berlin

Event location

Espoo

Event date

Jul 14, 2011

Type of event by nationality

WRD - Celosvětová akce

UT code for WoS article

000296364500016