A Numerical Method for Frequency Determination in the Astable Cellular Neural Networks With Opposite-Sign Templates
| dc.contributor.author | Özmen, A. | |
| dc.contributor.author | Tander, B. | |
| dc.date.accessioned | 2023-10-19T15:05:29Z | |
| dc.date.available | 2023-10-19T15:05:29Z | |
| dc.date.issued | 2006 | |
| dc.description | 2006 IEEE 14th Signal Processing and Communications Applications --17 April 2006 through 19 April 2006 --Antalya --69461 | en_US |
| dc.description.abstract | In this study, a numerical method is proposed to determine the oscillation frequencies in the astable cellular neural networks with opposite-sign templates [1]. This method depends on the training of a multilayer perceptron that uses various template coefficients and the correspondant frequency values as inputs and outputs. First of all, a frequency surface is obtained from templates and then, training samples are picked from this surface in order to apply to multilayer perceptron. The effects of the template coefficients to the oscillation frequencies are also investigated. Furthermore, an oscillator design is carried out for simulation and the performance as well as the advantages of the proposed method are evaluated. © 2006 IEEE. | en_US |
| dc.identifier.doi | 10.1109/SIU.2006.1659719 | en_US |
| dc.identifier.isbn | 1424402395 | |
| dc.identifier.isbn | 9781424402397 | |
| dc.identifier.scopus | 2-s2.0-34247118301 | en_US |
| dc.identifier.uri | https://doi.org/10.1109/SIU.2006.1659719 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.12469/4919 | |
| dc.language.iso | tr | en_US |
| dc.relation.ispartof | 2006 IEEE 14th Signal Processing and Communications Applications Conference | en_US |
| dc.rights | info:eu-repo/semantics/closedAccess | en_US |
| dc.subject | Oscillation frequencies | en_US |
| dc.subject | Template coefficients | en_US |
| dc.subject | Cellular neural networks | en_US |
| dc.subject | Computer simulation | en_US |
| dc.subject | Frequency estimation | en_US |
| dc.subject | Multilayer neural networks | en_US |
| dc.subject | Numerical methods | en_US |
| dc.title | A Numerical Method for Frequency Determination in the Astable Cellular Neural Networks With Opposite-Sign Templates | en_US |
| dc.title.alternative | Ters-i?saret Şablonlu Kararsiz Hücresel Si?ni?r A?larinda Frekans Tayi?ni? İ?çi?n Nümeri?k Bi?r Yöntem | en_US |
| dc.type | Conference Object | en_US |
| dspace.entity.type | Publication | |
| gdc.author.scopusid | 55364715200 | |
| gdc.author.scopusid | 35606864300 | |
| gdc.bip.impulseclass | C5 | |
| gdc.bip.influenceclass | C5 | |
| gdc.bip.popularityclass | C5 | |
| gdc.coar.access | metadata only access | |
| gdc.coar.type | text::conference output | |
| gdc.collaboration.industrial | false | |
| gdc.description.departmenttemp | Özmen, A., Elektronik Mühendisli?i Bölümü, Kadir Has Üniversitesi, Istanbul, Turkey; Tander, B., Teknik Bilimler MYO, Kadir Has Üniversitesi, Istanbul, Turkey | en_US |
| gdc.description.endpage | 4 | |
| gdc.description.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | en_US |
| gdc.description.startpage | 1 | |
| gdc.description.volume | 2006 | en_US |
| gdc.identifier.openalex | W1602738335 | |
| gdc.index.type | Scopus | |
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| gdc.oaire.impulse | 0.0 | |
| gdc.oaire.influence | 2.7795113E-9 | |
| gdc.oaire.isgreen | true | |
| gdc.oaire.keywords | N/A | |
| gdc.oaire.keywords | Multilayer neural networks | |
| gdc.oaire.keywords | Template coefficients | |
| gdc.oaire.keywords | Cellular neural networks | |
| gdc.oaire.keywords | Frequency estimation | |
| gdc.oaire.keywords | Numerical methods | |
| gdc.oaire.keywords | Computer simulation | |
| gdc.oaire.keywords | Oscillation frequencies | |
| gdc.oaire.popularity | 3.836399E-10 | |
| gdc.oaire.publicfunded | false | |
| gdc.oaire.sciencefields | 0202 electrical engineering, electronic engineering, information engineering | |
| gdc.oaire.sciencefields | 02 engineering and technology | |
| gdc.openalex.collaboration | National | |
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| gdc.plumx.scopuscites | 2 | |
| gdc.scopus.citedcount | 2 | |
| gdc.virtual.author | Özmen, Atilla | |
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