Please use this identifier to cite or link to this item: https://hdl.handle.net/20.500.11851/6178
Full metadata record
DC FieldValueLanguage
dc.contributor.authorEfe, Mehmet Önder-
dc.date.accessioned2021-09-11T15:35:11Z-
dc.date.available2021-09-11T15:35:11Z-
dc.date.issued2009en_US
dc.identifier.citation4th International IEEE/EMBS Conference on Neural Engineering -- APR 29-MAY 02, 2009 -- Antalya, TURKEYen_US
dc.identifier.isbn978-1-4244-2072-8-
dc.identifier.issn1948-3546-
dc.identifier.urihttps://hdl.handle.net/20.500.11851/6178-
dc.description.abstractType 2 fuzzy systems have been under investigation for a while and the projection of type 2 understanding for uncertainty management onto the connectionist models -i.e. neural networks- seems an interesting field of research. This paper considers neurons having multiple bias values defining a new structure that resembles the uncertainty handling capability of type 2 fuzzy models. Such a neuron provides many activation levels that are combined to obtain the neuron response. A neural network with this new model is presented. Several simulation results are shown and the universal approximation property is emphasized.en_US
dc.description.sponsorshipIEEE, EMBSen_US
dc.language.isoenen_US
dc.publisherIEEEen_US
dc.relation.ispartof2009 4Th International IEEE/Embs Conference On Neural Engineeringen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjecttype 2 neuron modelen_US
dc.subjecttype 2 neural networksen_US
dc.titleA Type 2 Neuron Model for Classification and Regression Problemsen_US
dc.typeConference Objecten_US
dc.relation.ispartofseriesInternational IEEE EMBS Conference on Neural Engineeringen_US
dc.departmentFaculties, Faculty of Engineering, Department of Electrical and Electronics Engineeringen_US
dc.departmentFakülteler, Mühendislik Fakültesi, Elektrik ve Elektronik Mühendisliği Bölümütr_TR
dc.identifier.startpage670en_US
dc.identifier.endpage+en_US
dc.authorid0000-0002-5992-895X-
dc.identifier.wosWOS:000274650800168en_US
dc.identifier.scopus2-s2.0-70350236575en_US
dc.institutionauthorÖnder Efe, Mehmet-
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.relation.conference4th International IEEE/EMBS Conference on Neural Engineeringen_US
item.openairetypeConference Object-
item.languageiso639-1en-
item.grantfulltextnone-
item.fulltextNo Fulltext-
item.openairecristypehttp://purl.org/coar/resource_type/c_18cf-
item.cerifentitytypePublications-
crisitem.author.dept02.5. Department of Electrical and Electronics Engineering-
Appears in Collections:Elektrik ve Elektronik Mühendisliği Bölümü / Department of Electrical & Electronics Engineering
Scopus İndeksli Yayınlar Koleksiyonu / Scopus Indexed Publications Collection
WoS İndeksli Yayınlar Koleksiyonu / WoS Indexed Publications Collection
Show simple item record



CORE Recommender

Page view(s)

52
checked on Dec 23, 2024

Google ScholarTM

Check




Altmetric


Items in GCRIS Repository are protected by copyright, with all rights reserved, unless otherwise indicated.