Object-Oriented Implementation of the Backpropagation Algorithm
Article
Mohamed M. Khatib, Ain Shams University, Egypt ; and Ismail. A. Ismail, Zagazig University, Egypt
JCMST Volume 21, Number 3, ISSN 0731-9258 Publisher: Association for the Advancement of Computing in Education (AACE), Waynesville, NC USA
Abstract
The Error-Backpropagation (or simply, backpropagation) algorithm is the most important algorithm for the supervised training of multilayer feed-forward Artificial Neural Networks (ANN). It derives its name from the fact that error signals are propagated backward through the network on a layer-by-layer basis. In this article we use an object-oriented approach for implementing the backpropagation algorithm.
Citation
Khatib, M.M. & Ismail, a.I.A. (2002). Object-Oriented Implementation of the Backpropagation Algorithm. Journal of Computers in Mathematics and Science Teaching, 21(3), 287-306. Norfolk, VA: Association for the Advancement of Computing in Education (AACE). Retrieved January 27, 2023 from https://www.learntechlib.org/primary/p/9260/.
© 2002 Association for the Advancement of Computing in Education (AACE)
Keywords
References
View References & Citations Map- LaFore, R. (1999). Object-oriented programming in C++. Indianapolis, IN: Sams.
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