An Application Interface Design for Backpropagation Artificial Neural Networks
Yazarlar (2)
Öğr. Gör. Volkan ÇAVUŞ Sinop Üniversitesi, Türkiye
Adem Tuncer Yalova Üniversitesi, Türkiye
| Bildiri Türü | Tebliğ/Bildiri | Bildiri Dili | İngilizce |
| Bildiri Alt Türü | Tam Metin Olarak Yayınlanan Tebliğ (Uluslararası Kongre/Sempozyum) | ||
| Bildiri Niteliği | Alanında Hakemli Uluslararası Kongre/Sempozyum | ||
| Kongre Adı | INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE, DATA MINING AND MECHANICAL ENGINEERING (ICCDMME 2015) | ||
| Kongre Tarihi | 20-04-2015 / 21-04-2015 | ||
| Basıldığı Ülke | Tayland | Basıldığı Şehir | Bangkok |
| UAK Araştırma Alanları |
Bilgisayar Bilimleri ve Mühendisliği
|
||
| Özet |
| In this study, a computer based application interface has been designed for educational purpose of modelling artificial neural network using backpropagation algorithm. The software is intended to be of use both for the novice and for the experienced user. Data selection, number of neurons in the hidden layer, momentum rate, learning rate, activation function and the number of data to be trained can be determined by the user. Using these data, training of the ANN successfully achieved and be tested at the end of the training. It’s observed that objective study is able to find solutions to real time ANN problems. |
| Anahtar Kelimeler |
