Show simple item record

dc.contributor.authorBecerikli, Yaşar
dc.contributor.authorOysal, Yusuf
dc.contributor.authorKonar, Ahmet Ferit
dc.date.accessioned2014-12-11T12:53:07Z
dc.date.available2014-12-11T12:53:07Z
dc.date.issued2003-06-26
dc.identifier.citationBECERİKLİ, Y., OYSAL, Y., KONAR, A.F. (2003). On a Dynamic Wavelet Network and Its Modeling Application. (Editor O. KAYNAK, E. ALPAYDIN, E. OJA, L. Xu), Artificial Neural Networks and Neural Information Processing — ICANN/ICONIP 2003, pp. 710-718, DOI. Springer. http://dx.doi.org/10.1007/3-540-44989-2_85en_US
dc.identifier.isbn978-3-540-40408-8
dc.identifier.isbn978-3-540-44989-8
dc.identifier.issn0302-9743
dc.identifier.other000185378100085 (WOS)
dc.identifier.urihttp://dx.doi.org/10.1007/3-540-44989-2_85
dc.identifier.urihttp://hdl.handle.net/11376/755
dc.description.abstractThis study presents a nonlinear dynamical system modeling with dynamic wavelet networks (DWNs). Wavelet is widely used in processing of signals and data. It has been also shown that wavelet can be effectively used in nonlinear system modeling. For this, dynamic wavelet networks (DWNs) structure based on Hoppfield networks has been developed. DWN has a lag dynamic, non orthogonal mother wavelets as activation function and interconnection weights. Network weights are adjusted based on supervised training. With fast training algorithms (quasi-Newton methods), wavelet networks are trained. In this paper, Mexican Hat wavelet. First, a phase-portraits based example is given. For this, it has been shown that DWN has chaos properties. The last, a dynamical system with discrete-event is modeled using DWN. There is a localization property at discrete-event instant for time-frequency in this example.en_US
dc.description.sponsorshipBogazici Univ Fdn; USAF, European Off Aerosp Res & Dev; Turkish Sci & Tech Res Councilen_US
dc.language.isoengen_US
dc.publisherSpringeren_US
dc.relation.isversionof10.1007/3-540-44989-2_85en_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectNonlinear Dynamical System Modelingen_US
dc.subjectDynamic Wavelet Networksen_US
dc.titleOn a dynamic wavelet network and its modeling applicationen_US
dc.typeconferenceObjecten_US
dc.relation.journalArtificial Neural Networks and Neural Information Processing - ICANN/ICONIP 2003en_US
dc.contributor.departmentDoğuş Üniversitesi, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümüen_US
dc.contributor.authorIDTR2229en_US
dc.contributor.authorIDTR11848en_US
dc.identifier.volume2714en_US
dc.identifier.startpage710en_US
dc.identifier.endpage718en_US


Files in this item

This item appears in the following Collection(s)

Show simple item record