A radial basis function network (RBFN) for function approximation
Autor(a) principal: | |
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Data de Publicação: | 1999 |
Outros Autores: | , |
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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Repositório Institucional da UNESP |
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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 |