A radial basis function network (RBFN) for function approximation

Detalhes bibliográficos
Autor(a) principal: Lucks, M. B.
Data de Publicação: 1999
Outros Autores: Oki, N., RamirezAngulo, J.
Tipo de documento: Artigo de conferência
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1109/MWSCAS.1999.867828
http://hdl.handle.net/11449/130589
Resumo: A radial basis function network (RBFN) circuit for function approximation is presented. Simulation and experimental results show that the network has good approximation capabilities. The RBFN was a squared hyperbolic secant with three adjustable parameters amplitude, width and center. To test the network a sinusoidal and sine function,vas approximated.
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spelling A radial basis function network (RBFN) for function approximationApproximation theoryBipolar transistorsComputer simulationElectric network analysisFunction evaluationNeural networksSimulated annealingFunction approximationRadial basis function networkSinc functionSinusoidal functionIntegrated circuit testingA radial basis function network (RBFN) circuit for function approximation is presented. Simulation and experimental results show that the network has good approximation capabilities. The RBFN was a squared hyperbolic secant with three adjustable parameters amplitude, width and center. To test the network a sinusoidal and sine function,vas approximated.Univ Estadual Paulista, Fac Engn Ilha Solteira, Dept Elect Engn, BR-15385000 Ilha Solteira, SP, BrazilUniv Estadual Paulista, Fac Engn Ilha Solteira, Dept Elect Engn, BR-15385000 Ilha Solteira, SP, BrazilIEEEUniversidade Estadual Paulista (Unesp)Lucks, M. B.Oki, N.RamirezAngulo, J.2014-05-20T13:29:00Z2014-05-20T13:29:00Z1999-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/conferenceObject1099-1101http://dx.doi.org/10.1109/MWSCAS.1999.86782842nd Midwest Symposium on Circuits and Systems, Proceedings, Vols 1 and 2. New York: IEEE, p. 1099-1101, 1999.http://hdl.handle.net/11449/13058910.1109/MWSCAS.1999.867828WOS:0000895258002622-s2.0-00332925311525717947689076Web of Sciencereponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPeng42nd Midwest Symposium on Circuits and Systems, Proceedings, Vols 1 and 2info:eu-repo/semantics/openAccess2024-07-04T19:11:54Zoai:repositorio.unesp.br:11449/130589Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T22:25:34.798716Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv A radial basis function network (RBFN) for function approximation
title A radial basis function network (RBFN) for function approximation
spellingShingle A radial basis function network (RBFN) for function approximation
Lucks, M. B.
Approximation theory
Bipolar transistors
Computer simulation
Electric network analysis
Function evaluation
Neural networks
Simulated annealing
Function approximation
Radial basis function network
Sinc function
Sinusoidal function
Integrated circuit testing
title_short A radial basis function network (RBFN) for function approximation
title_full A radial basis function network (RBFN) for function approximation
title_fullStr A radial basis function network (RBFN) for function approximation
title_full_unstemmed A radial basis function network (RBFN) for function approximation
title_sort A radial basis function network (RBFN) for function approximation
author Lucks, M. B.
author_facet Lucks, M. B.
Oki, N.
RamirezAngulo, J.
author_role author
author2 Oki, N.
RamirezAngulo, J.
author2_role author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (Unesp)
dc.contributor.author.fl_str_mv Lucks, M. B.
Oki, N.
RamirezAngulo, J.
dc.subject.por.fl_str_mv Approximation theory
Bipolar transistors
Computer simulation
Electric network analysis
Function evaluation
Neural networks
Simulated annealing
Function approximation
Radial basis function network
Sinc function
Sinusoidal function
Integrated circuit testing
topic Approximation theory
Bipolar transistors
Computer simulation
Electric network analysis
Function evaluation
Neural networks
Simulated annealing
Function approximation
Radial basis function network
Sinc function
Sinusoidal function
Integrated circuit testing
description A radial basis function network (RBFN) circuit for function approximation is presented. Simulation and experimental results show that the network has good approximation capabilities. The RBFN was a squared hyperbolic secant with three adjustable parameters amplitude, width and center. To test the network a sinusoidal and sine function,vas approximated.
publishDate 1999
dc.date.none.fl_str_mv 1999-01-01
2014-05-20T13:29:00Z
2014-05-20T13:29:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/conferenceObject
format conferenceObject
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1109/MWSCAS.1999.867828
42nd Midwest Symposium on Circuits and Systems, Proceedings, Vols 1 and 2. New York: IEEE, p. 1099-1101, 1999.
http://hdl.handle.net/11449/130589
10.1109/MWSCAS.1999.867828
WOS:000089525800262
2-s2.0-0033292531
1525717947689076
url http://dx.doi.org/10.1109/MWSCAS.1999.867828
http://hdl.handle.net/11449/130589
identifier_str_mv 42nd Midwest Symposium on Circuits and Systems, Proceedings, Vols 1 and 2. New York: IEEE, p. 1099-1101, 1999.
10.1109/MWSCAS.1999.867828
WOS:000089525800262
2-s2.0-0033292531
1525717947689076
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 42nd Midwest Symposium on Circuits and Systems, Proceedings, Vols 1 and 2
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 1099-1101
dc.publisher.none.fl_str_mv IEEE
publisher.none.fl_str_mv IEEE
dc.source.none.fl_str_mv Web of Science
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
_version_ 1808129426226937856

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