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4 April 1997 Character and image recognition and image retrieval using the Boltzmann machine
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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.
© (1997) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Ying Liu "Character and image recognition and image retrieval using the Boltzmann machine", Proc. SPIE 3077, Applications and Science of Artificial Neural Networks III, (4 April 1997); https://doi.org/10.1117/12.271533
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