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Attention to feature region in neural network

Content Provider	IEEE Xplore Digital Library
Author	Sano, H. Iwahori, Y. Ishii, N.
Copyright Year	1994
Description	Author affiliation: Nagoya Inst. of Technol., Japan (Sano, H.; Iwahori, Y.; Ishii, N.)
Abstract	This paper presents a construction method of the neural network, which pays attention to the feature region. The efficient feature region is obtained in the neural network by an iterative process. First, the feature region in the neural network for the input patterns is computed by using a function called degree of dependence. Second, an attention to the feature region is computed by a modified Kohonen map algorithm, which is applied to the feature region obtained in the first step. By executing the above two step procedures iteratively one can get an efficient neural network, which pays attention to the characteristic region to classify input patterns.
Starting Page	1537
Ending Page	1541
File Size	340718
Page Count	5
File Format	PDF
ISBN	078031901X
DOI	10.1109/ICNN.1994.374383
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	1994-06-28
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Intelligent networks Neural networks Equations Computer networks Iterative algorithms Feature extraction Pattern classification Character recognition Pattern recognition
Content Type	Text
Resource Type	Article

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