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Paper Abstract and Keywords
Presentation 2014-03-18 15:00
Modified limited General Regression Neural Network by introducing a page-replacement algorithm
Yusuke Kondo, Koichiro Yamauchi (Chubu Univ.)
Abstract (in Japanese) (See Japanese page) 
(in English) In our previous work, we had proposed a Limited General Regression Neural Netwrok (LGRNN), which continues incremental learning using a fixed number of kernels. In such environments, LGRNN replaces the most redundant kernel with a new one.
The redundant kernel is, sometimes, insufficient to be replaced with a new kernel under real environments. In particular, if the distribution of inputs is unbalanced, LGRNN sometimes cannot learns a new sample, which appears frequently.
To solve this problem, we propose a new LGRNN, which combines the original learning algorithm with a page-replacing algorighm, which is used in operating-system.
Keyword (in Japanese) (See Japanese page) 
(in English) Limited General Regression Neural Network / page replacing algorithm / Least Recently Frequently Used (LRFU) / / / / /  
Reference Info. IEICE Tech. Rep., vol. 113, no. 500, NC2013-112, pp. 139-143, March 2014.
Paper # NC2013-112 
Date of Issue 2014-03-10 (NC) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380

Conference Information
Committee NC MBE  
Conference Date 2014-03-17 - 2014-03-18 
Place (in Japanese) (See Japanese page) 
Place (in English) Tamagawa University 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To NC 
Conference Code 2014-03-NC-MBE 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Modified limited General Regression Neural Network by introducing a page-replacement algorithm 
Sub Title (in English)
Keyword(1) Limited General Regression Neural Network  
Keyword(2) page replacing algorithm  
Keyword(3) Least Recently Frequently Used (LRFU)  
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1st Author's Name Yusuke Kondo  
1st Author's Affiliation Chubu University (Chubu Univ.)
2nd Author's Name Koichiro Yamauchi  
2nd Author's Affiliation Chubu University (Chubu Univ.)
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Speaker
Date Time 2014-03-18 15:00:00 
Presentation Time 20 
Registration for NC 
Paper # IEICE-NC2013-112 
Volume (vol) IEICE-113 
Number (no) no.500 
Page pp.139-143 
#Pages IEICE-5 
Date of Issue IEICE-NC-2014-03-10 


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