Research Article

WEB BASED EDUCATIONAL SOFTWARE FOR ARTIFICIAL NEURAL NETWORKS

Volume: 1 September 1, 2014
EN

WEB BASED EDUCATIONAL SOFTWARE FOR ARTIFICIAL NEURAL NETWORKS

Abstract

Artificial Neural Networks (ANN) is an important data processing algorithm for students, researches, scientist, mathematicians, academicians and engineers which is inspired by human brain and human brain’s learning methods. Complex nature and mathematical structures of ANN makes it difficult to learn. Due to this reason, new methods have to be employed to teach ANN. In this study, we design and develop web based educational software which combines advantages of examined works to teach artificial neural networks with the support of multimedia course content. In addition, relevant studies such as Neuro-Lab, EasyLearnNN, NeuroFuzz and related most popular professional commercial tools such as MATLAB, Statistica, Mathematica, NeuroSolutions, JOONE are also examined. Developed software will help researchers from students to scientist to train, test an ANN model and understand fundamentals of ANN.

Keywords

References

  1. Sağıroğlu, Ş., Beşdok, E.,Erler, M., 2003. Mühendislikte Yapay Zeka Uygulamaları - I Yapay Sinir Ağları. Ufuk Yayınevi, 426s, Kayseri. Haykin, S., 1999. Neural Networks: A comprehensive foundation. Prentica-Hall, 768p, New Jersey. Blanton, H., 1997. An introduction to neural networks for technicians, engineers and other non PhDs. 9-12 November, Proceedings of the 1997 Artificial Neural Networks in Engineering Conference. St. Louis. Fulcher, J., 1992. Experience with teaching a graduate neural networks course. Computer Science Education, 297-314. Fulcher, J., 1998. Laboratory support for the teaching of neural networks. International Journal of Electrical Engineering Education, 29-36 Rosello, E., Perez-Schofield, J. B., Dacosta, J., Perez-Cota, M., 2003. Neuro-Lab: A Highly Reusable Software-Based Enviroment to Teach Artifical Neural Networks. Computer Applications in Engineering Education, 11(2), 93- 102. Manic, M., Wilamowski, B., Malinowski, A., 2002. Internet based neural network online simulation tool. Industrial Electronics Society, IEEE 2002 28th Annual Conference, 5-8 November, Sevilla, 2870-2874. Uğur, A., Kınacı, A., 2010. A web-based tool for teaching neural network concepts. Computers Applications in Engineering Education, 18 (3), 449- 457. Deperlioğlu, Ö., Köse, U., 2011. An educational tool for artificial neural networks. Computers and Electrical Enginnering, 37, 392-402.

Details

Primary Language

English

Subjects

-

Journal Section

Research Article

Authors

Ali Hakan Işık This is me

Mehmet Bilen This is me

Publication Date

September 1, 2014

Submission Date

August 8, 2017

Acceptance Date

-

Published in Issue

Year 2014 Volume: 1

APA
Yiğit, T., Işık, A. H., & Bilen, M. (2014). WEB BASED EDUCATIONAL SOFTWARE FOR ARTIFICIAL NEURAL NETWORKS. The Eurasia Proceedings of Educational and Social Sciences, 1, 276-279. https://izlik.org/JA42CF46MD