Please use this identifier to cite or link to this item:
Title: Optimization of the Neural Networks Parameters
Authors: Dweib, Dr.Mohammad; Al-Quds Open University
Abuzir, Dr. Yousef; Al-Quds Open University
Abstract: Neural Networks (NN) is an effective approach used in many fields such as medicine, industry, security, stock market prediction, character recognition, image processing and many other fields. The main problem in the use of Artificial Neural Networks (ANN) is the control of parameters, since there is no explicit and specific way to determine the optimal values of Neural Network parameters. The aim of this study is to choose the best parameters that can be used to model and optimize the number of hidden layers, number of neurons contained in there, momentum, delta rule, transition functions and multidimensional network.
Appears in Collections:Palestinian Journal of Technology and Applied Sciences (PJTAS) - المجلة الفلسطينية للتكنولوجيا والعلوم التطبيقية

Files in This Item:
File Description SizeFormat 
1439-5831-1-PB.pdf946.93 kBAdobe PDFView/Open
1439-5202-1-RV.pdf708.23 kBAdobe PDFView/Open

Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.