On comparison between radial basis function and wavelet basis functions neural networks
Other Title(s)
حـول المقارنة بين الشبكات العصبية ذي دوال الأساس الشعاعـية و دوال الأساس المتذبذبة
Joint Authors
Tawfiq, Lama Naji Muhammad
Rashid, Taghrid Abd al-Majid
Source
Ibn al-Haitham Journal for Pure and Applied Science
Issue
Vol. 23, Issue 2 (31 Aug. 2010)10 p.
Publisher
University of Baghdad College of Education for Pure Science / Ibn al-Haitham
Publication Date
2010-08-31
Country of Publication
Iraq
No. of Pages
10
Main Subjects
Topics
Abstract AR
يتضمن هذا البحث دراسـة وتصميم شبكتان عصبيتين صناعيتين ذوي التغذيـة التقدميـة.
الأول يستخدم RBFNN والثاني يستخدم WBFNN لتقريب تطبيق من فضاء المدخلات إلى فضاء المخرجات ثم دربنا الشبكات باستخدام خوارزمية التدريب المرتد من النوع C G للحصول على المخرجات المطلوبة ثم طبقنا تلك الشبكات على بعض الأمثلة لحل معادلات تفاضلية ومن ثم عرضنا نتائج تلك التطبيقات.
Abstract EN
In this paper we study and design two feed forward neural networks.
The first approach uses radial basis function network and second approach uses wavelet basis function network to approximate the mapping from the input to the output space.
The trained networks are then used in a conjugate gradient algorithm to estimate the output.
These neural networks are then applied to solve differential equation.
Results of applying these algorithms to several examples are presented.
American Psychological Association (APA)
Tawfiq, Lama Naji Muhammad& Rashid, Taghrid Abd al-Majid. 2010. On comparison between radial basis function and wavelet basis functions neural networks. Ibn al-Haitham Journal for Pure and Applied Science،Vol. 23, no. 2.
https://search.emarefa.net/detail/BIM-287627
Modern Language Association (MLA)
Tawfiq, Lama Naji Muhammad& Rashid, Taghrid Abd al-Majid. On comparison between radial basis function and wavelet basis functions neural networks. Ibn al-Haitham Journal for Pure and Applied Science Vol. 23, no. 2 (2010).
https://search.emarefa.net/detail/BIM-287627
American Medical Association (AMA)
Tawfiq, Lama Naji Muhammad& Rashid, Taghrid Abd al-Majid. On comparison between radial basis function and wavelet basis functions neural networks. Ibn al-Haitham Journal for Pure and Applied Science. 2010. Vol. 23, no. 2.
https://search.emarefa.net/detail/BIM-287627
Data Type
Journal Articles
Language
English
Notes
Includes appendices.
Record ID
BIM-287627