VLSI implementation of GRBF (Gaussian Radial Basis Function) networks

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dc.contributor.authorÇevikbaş, I. Can
dc.contributor.authorÖğrenci, Arif Selçuk
dc.contributor.authorDündar, Günhan
dc.contributor.authorBalkır, Sina
dc.date.accessioned2019-06-28T11:12:00Z
dc.date.available2019-06-28T11:12:00Z
dc.date.issued2000
dc.departmentFakülteler, Mühendislik ve Doğa Bilimleri Fakültesi, Elektrik-Elektronik Mühendisliği Bölümüen_US
dc.description.abstractA GRBF network is designed for VLSI implementation. Building blocks of the network consist mainly of analog circuits: op-amp multiplier multiplying DAC (digital to analog converter) floating resistor summer and exponentiator. Parameters of the network (center width of the Gaussian function and output layer weights) are represented digitally for convenient interfacing. It is shown that individual GRBF units allow independent tuning of center width and amplitude. Several network structures are simulated as function approximation examples and the performance is verified to be satisfactory.en_US]
dc.identifier.citation9
dc.identifier.doi10.1109/ISCAS.2000.856143en_US
dc.identifier.endpageIII-649
dc.identifier.issn0271-4310en_US
dc.identifier.issn0271-4310
dc.identifier.scopus2-s2.0-0033715972en_US
dc.identifier.scopusqualityN/A
dc.identifier.startpageIII-646en_US
dc.identifier.urihttps://hdl.handle.net/20.500.12469/1756
dc.identifier.urihttps://doi.org/10.1109/ISCAS.2000.856143
dc.identifier.volume3en_US
dc.identifier.wosqualityN/A
dc.institutionauthorÖğrenci, Arif Selçuken_US
dc.language.isoenen_US
dc.publisherIEEEen_US
dc.relation.journal2000 IEEE International Symposium on Circuits and Systems (ISCAS)en_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.titleVLSI implementation of GRBF (Gaussian Radial Basis Function) networksen_US
dc.typeArticleen_US
dspace.entity.typePublication

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