Vlsi Implementation of Grbf (gaussian Radial Basis Function) Networks
| gdc.relation.journal | 2000 IEEE International Symposium on Circuits and Systems (ISCAS) | en_US |
| dc.contributor.author | Çevikbaş, I. Can | |
| dc.contributor.author | Öğrenci, Arif Selçuk | |
| dc.contributor.author | Dündar, Günhan | |
| dc.contributor.author | Balkır, Sina | |
| dc.contributor.other | 01. Kadir Has University | |
| dc.date.accessioned | 2019-06-28T11:12:00Z | |
| dc.date.available | 2019-06-28T11:12:00Z | |
| dc.date.issued | 2000 | |
| dc.description.abstract | A 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.citationcount | 9 | |
| dc.identifier.doi | 10.1109/ISCAS.2000.856143 | en_US |
| dc.identifier.issn | 0271-4310 | en_US |
| dc.identifier.issn | 0271-4310 | |
| dc.identifier.scopus | 2-s2.0-0033715972 | en_US |
| dc.identifier.uri | https://hdl.handle.net/20.500.12469/1756 | |
| dc.identifier.uri | https://doi.org/10.1109/ISCAS.2000.856143 | |
| dc.language.iso | en | en_US |
| dc.publisher | IEEE | en_US |
| dc.relation.ispartof | 2000 IEEE International Symposium on Circuits and Systems. Emerging Technologies for the 21st Century. Proceedings (IEEE Cat No.00CH36353) | |
| dc.rights | info:eu-repo/semantics/openAccess | en_US |
| dc.title | Vlsi Implementation of Grbf (gaussian Radial Basis Function) Networks | en_US |
| dc.type | Article | en_US |
| dspace.entity.type | Publication | |
| gdc.author.institutional | Öğrenci, Arif Selçuk | en_US |
| gdc.bip.impulseclass | C5 | |
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| gdc.coar.access | open access | |
| gdc.coar.type | text::journal::journal article | |
| gdc.description.department | Fakülteler, Mühendislik ve Doğa Bilimleri Fakültesi, Elektrik-Elektronik Mühendisliği Bölümü | en_US |
| gdc.description.endpage | III-649 | |
| gdc.description.publicationcategory | Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı | en_US |
| gdc.description.startpage | III-646 | en_US |
| gdc.description.volume | 3 | en_US |
| gdc.identifier.openalex | W2126705753 | |
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| gdc.oaire.sciencefields | 03 medical and health sciences | |
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| gdc.oaire.sciencefields | 0202 electrical engineering, electronic engineering, information engineering | |
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