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An Energy Backpropagation Algorithm.

Authors :
Aal-Yhia, Ahmad Hashim Hussein
Sharieh, Ahmad
Source :
World Congress on Engineering 2007 (Volume 1). 2007, p122-127. 6p.
Publication Year :
2007

Abstract

This paper presents an energy back-propagation algorithm (EBP). Learning and convergence processes of the standard backpropagation algorithm (SBP) are based on the energy function. The energy function is used with the convergence process to extract the nearest image for the unknown tested image. The EBP algorithm shows considerably better performance in terms of time of learning, time of convergence, and size of input image compared to the SBP algorithm. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISBNs :
9789889867157
Database :
Academic Search Index
Journal :
World Congress on Engineering 2007 (Volume 1)
Publication Type :
Book
Accession number :
32040367