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

Mathematics

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