1. An Energy Backpropagation Algorithm.
- Author
-
Aal-Yhia, Ahmad Hashim Hussein and Sharieh, Ahmad
- Subjects
- *
BACK propagation , *ARTIFICIAL intelligence , *MACHINE learning , *ALGORITHMS , *COMPUTER programming - 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]
- Published
- 2007