A Web-Based Tool For Teaching Neural Network Concepts

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dc.contributor.authorUgur, Aybars
dc.contributor.authorKinaci, Ahmet Cumhur
dc.date.accessioned2019-10-27T21:15:03Z
dc.date.available2019-10-27T21:15:03Z
dc.date.issued2010
dc.departmentEge Üniversitesien_US
dc.description.abstractAlthough neural networks (NN) are important especially for engineers, scientists, mathematicians and statisticians, they may also be hard to understand In this article, application areas of NN are discussed, basic NN components are described and it is explained how an NN work A web-based simulation and visualization tool (EasyLearnNN) is developed using lava and lava 2D for teaching NN concepts Perceptron, ADALINE. Multilayer Perceptron, LVO and SOM models and related training algorithms are implemented As a result, comparison with other teaching methods of NN concepts is presented and discussed (c) 2009 Wiley Periodicals Inc Comput Appl Eng Educ 18 449-457, 2010. View this article online at wileyonlinelibrary com. DOI 10 1002/cae 20184en_US
dc.identifier.doi10.1002/cae.20184
dc.identifier.endpage457en_US
dc.identifier.issn1061-3773
dc.identifier.issn1061-3773en_US
dc.identifier.issue3en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage449en_US
dc.identifier.urihttps://doi.org/10.1002/cae.20184
dc.identifier.urihttps://hdl.handle.net/11454/43479
dc.identifier.volume18en_US
dc.identifier.wosWOS:000281503800004en_US
dc.identifier.wosqualityQ3en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherJohn Wiley & Sons Incen_US
dc.relation.ispartofComputer Applications in Engineering Educationen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectneural networksen_US
dc.subjectweb-based simulationen_US
dc.subjectvisualizationen_US
dc.subjectsoftware developmenten_US
dc.subjectlavaen_US
dc.titleA Web-Based Tool For Teaching Neural Network Conceptsen_US
dc.typeArticleen_US

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