The effect of the threshold function for design feed forward neural network for solving partial differential equations
Other Title(s)
تأثير دوال التنشيط في تصميم شبكة عصبية ذات التغذية الأمامية لحل المعادلات التفاضلية الجزئية
Author
al-Ibrahimi, Khalid Mandil Muhammad
Source
Journal of Kufa for Mathematics and Computer
Issue
Vol. 4, Issue 1 (31 Mar. 2017), pp.13-22, 10 p.
Publisher
University of Kufa Faculty of Mathematics and Computers Science
Publication Date
2017-03-31
Country of Publication
Iraq
No. of Pages
10
Main Subjects
Abstract EN
In this paper we disperse the outcome of threshold functions for designate feed forward neural network for solution partial differential equations”.
“We utility a multi-layer network having one hidden layer with 7 hidden units (neurons) and one linear output unit with different of threshold function of each unit are logsig , tansig, purelin, tribas and hardlim and use Levenberg – Marquardt (trainlm) training algorithmic rule”.
Finally the terminate of numerical experience are compare to with the true solution in illustrative examples to ratify the precision and effectiveness of the immediate plan.
American Psychological Association (APA)
al-Ibrahimi, Khalid Mandil Muhammad. 2017. The effect of the threshold function for design feed forward neural network for solving partial differential equations. Journal of Kufa for Mathematics and Computer،Vol. 4, no. 1, pp.13-22.
https://search.emarefa.net/detail/BIM-770811
Modern Language Association (MLA)
al-Ibrahimi, Khalid Mandil Muhammad. The effect of the threshold function for design feed forward neural network for solving partial differential equations. Journal of Kufa for Mathematics and Computer Vol. 4, no. 1 (Mar. 2017), pp.13-22.
https://search.emarefa.net/detail/BIM-770811
American Medical Association (AMA)
al-Ibrahimi, Khalid Mandil Muhammad. The effect of the threshold function for design feed forward neural network for solving partial differential equations. Journal of Kufa for Mathematics and Computer. 2017. Vol. 4, no. 1, pp.13-22.
https://search.emarefa.net/detail/BIM-770811
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 21-22
Record ID
BIM-770811