dc.contributor.author | Gunay, Enis | |
dc.contributor.author | Altun, Kenan | |
dc.date.accessioned | 2019-07-27T12:10:23Z | |
dc.date.accessioned | 2019-07-28T09:38:01Z | |
dc.date.available | 2019-07-27T12:10:23Z | |
dc.date.available | 2019-07-28T09:38:01Z | |
dc.date.issued | 2018 | |
dc.identifier.issn | 0218-1274 | |
dc.identifier.issn | 1793-6551 | |
dc.identifier.uri | https://dx.doi.org/10.1142/S0218127418300197 | |
dc.identifier.uri | https://hdl.handle.net/20.500.12418/6241 | |
dc.description | WOS: 000435875700003 | en_US |
dc.description.abstract | It has been already shown in the literature that extended State Controlled-Cellular Neural Network (SC-CNN) could be used to approximate the behavior of complex dynamics with multivariable nonlinearities by modifying the nonlinearity. In this study, a different approach to imitating the multivariable nonlinearities in complex dynamical systems by switching the states of SC-CNN is given. For this purpose, first of all, Rossler type system dynamics are generated by switching the states of Cellular Neural Networks (CNNs). In the second study, Sprott-94-f type system is presented. All systems are numerically and experimentally investigated in order to verify the convenience of the standpoint. | en_US |
dc.description.sponsorship | Research Fund of Erciyes University [FDK-2016-6757] | en_US |
dc.description.sponsorship | This work is supported by Research Fund of Erciyes University (Project Code: FDK-2016-6757). | en_US |
dc.language.iso | eng | en_US |
dc.publisher | WORLD SCIENTIFIC PUBL CO PTE LTD | en_US |
dc.relation.isversionof | 10.1142/S0218127418300197 | en_US |
dc.rights | info:eu-repo/semantics/closedAccess | en_US |
dc.subject | State Controlled-Cellular Neural Networks | en_US |
dc.subject | multivariable nonlinearities | en_US |
dc.subject | complex dynamics | en_US |
dc.title | Switched State Controlled-CNN: An Alternative Approach in Generating Complex Systems with Multivariable Nonlinearities Using CNN | en_US |
dc.type | article | en_US |
dc.relation.journal | INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS | en_US |
dc.contributor.department | [Gunay, Enis] Erciyes Univ, Dept Elect & Elect Engn, TR-38039 Kayseri, Turkey -- [Altun, Kenan] Cumhuriyet Univ, Sivas Vocat Coll, TR-58140 Sivas, Turkey | en_US |
dc.contributor.authorID | ALTUN, KENAN -- 0000-0001-7419-1901 | en_US |
dc.identifier.volume | 28 | en_US |
dc.identifier.issue | 6 | en_US |
dc.relation.publicationcategory | Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı | en_US |