Surrogate solutions of Fredholm equations by feedforward networks
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F67985807%3A_____%2F12%3A00384883" target="_blank" >RIV/67985807:_____/12:00384883 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Surrogate solutions of Fredholm equations by feedforward networks
Original language description
Surrogate solutions of Fredholm integral equations by feedforward neural networks are investigated theoretically. Convergence of surrogate solutions computable by networks with increasing numbers of computational units to theoretically optimal solutionsis proven and upper bounds on rates of convergence are derived. The results hold for a variety of computational units, they are illustrated by examples of perceptrons and Gaussian radial units.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
<a href="/en/project/OC10047" target="_blank" >OC10047: Analysis of Intelligent Computational Distributed Systems</a><br>
Continuities
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
Others
Publication year
2012
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Information Technologies - Applications and Theory
ISBN
978-80-971144-0-4
ISSN
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e-ISSN
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Number of pages
6
Pages from-to
49-54
Publisher name
PONT s.r.o.
Place of publication
Seňa
Event location
Ždiar
Event date
Sep 17, 2012
Type of event by nationality
EUR - Evropská akce
UT code for WoS article
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