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Proceedings Paper

Character and image recognition and image retrieval using the Boltzmann machine
Author(s): Ying Liu
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Paper Abstract

In this paper, we will discuss two applications of the Boltzmann machines. We will first briefly review the theory of the Boltzmann machine; then, we will report the results of using a software simulation of the Boltzmann machine. The software can learn 1,000 characters (19 X 19) in less than 10 seconds, and learn 4,000 characters (19 X 19) in less than one minute; it can also recognize one of the 4,000 characters (19 X 19) in less than 0.5 seconds. We will also report our results of image retrieval.

Paper Details

Date Published: 4 April 1997
PDF: 10 pages
Proc. SPIE 3077, Applications and Science of Artificial Neural Networks III, (4 April 1997); doi: 10.1117/12.271533
Show Author Affiliations
Ying Liu, Savannah State College (United States)


Published in SPIE Proceedings Vol. 3077:
Applications and Science of Artificial Neural Networks III
Steven K. Rogers, Editor(s)

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