Design and Implementation of Educational Neural Networks Visual Interface Program

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dc.authorid0000-0002-3910-3432en_US
dc.contributor.authorErgin, Ahmet Sait
dc.contributor.authorÖzgüven, Ömerülfaruk
dc.date.accessioned2022-03-16T21:58:27Z
dc.date.available2022-03-16T21:58:27Z
dc.date.issued2021en_US
dc.departmentMTÖ Üniversitesi, Arapgir Meslek Yüksekokulu, Elektronik ve Otomasyon Bölümüen_US
dc.description.abstractIn this study, a visual computer application was carried out in order to be a support material for the students studying on Artificial Neural Networks, which were developed inspired by the operation of the nerve cells of living things and used in solving nonlinear problems such as classification or regression. CSharp.Net, an object-oriented software development tool, has been used for easy management of the application in which complex algorithms will be executed due to its structure. The most important purpose of the implemented software and its advantage over other similar applications is that it is user-friendly, that is, easy to use. The student who has studied the subject theoretically will be able to easily design the artificial neural network, the diagram of which can be followed visually, train the network and instantly monitor the minimum error graph reached at the end of the training. While performing these processes, an application has been designed in which the student can manage the application with the skills of the mouse, without the need to know any programming language, that is, without writing any code, even using the keyboard at a minimum. Since the main purpose of my application is to comprehend the subject with the help of visual elements, it is focused on a single problem solution (regression). The data of the logical logic gates, which are widely used in teaching the subject, are given ready in the application interface, and for other problem scenarios, an external data entry procedure is provided from the Excel application in order to easily enter the data set into the application.en_US
dc.identifier.citationErgin, A. S., Özgüven, Ö. (2021, October). Design and Implementation of Educational Neural Networks Visual Interface Program. In 2021 Innovations in Intelligent Systems and Applications Conference (ASYU) (pp. 1-6). IEEE.en_US
dc.identifier.doi10.1109/ASYU52992.2021.9599024
dc.identifier.endpage6en_US
dc.identifier.isbn978-166543405-8
dc.identifier.scopus2-s2.0-85123196791en_US
dc.identifier.startpage1en_US
dc.identifier.uri10.1109/ASYU52992.2021.9599024
dc.identifier.urihttps://hdl.handle.net/20.500.12899/678
dc.indekslendigikaynakScopusen_US
dc.institutionauthorErgin, Ahmet Sait
dc.language.isoenen_US
dc.publisherInstitute of Electrical and Electronics Engineers Inc.en_US
dc.relation.ispartofProceedings - 2021 Innovations in Intelligent Systems and Applications Conference, ASYU 2021en_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectArtificial Neural Networksen_US
dc.subjectEducation Softwareen_US
dc.subjectRegressionen_US
dc.titleDesign and Implementation of Educational Neural Networks Visual Interface Programen_US
dc.title.alternativeEğitim Hedefli Yapay Sinir Ağları Görsel Arayüz Programının Tasarım ve Uygulamasıen_US
dc.typeConference Objecten_US

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