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Paper Abstract and Keywords
Presentation 2008-07-15 14:45
On the realization of XOR by SIRMs connected fuzzy inference method
Hirosato Seki (Osaka Univ./Japan Society for the Promotion of Science), Satoshi Watanabe, Hiroaki Ishii (Osaka Univ.), Masaharu Mizumoto (Osaka Electro-Communication Univ.) NC2008-35
Abstract (in Japanese) (See Japanese page) 
(in English) Single Input Rule Modules connected fuzzy inference method (SIRMs method, for short) by Yubazaki can decrease the number of fuzzy rules drastically in comparison with the conventional fuzzy inference methods. However, SIRMs method can not be applied to XOR (Exclusive OR). In this paper, we propose ``neural network type single input rule modules connected fuzzy inference method" which unifies conventional SIRMs method and neural network, and show that this method can be applied to XOR. Further, learning algorithm of the proposed SIRMs method is derived by steepest descent method, and is shown to be superior to the conventional SIRMs method and neural network by applying to identification of nonlinear functions.
Keyword (in Japanese) (See Japanese page) 
(in English) fuzzy inference / SIRMs connected fuzzy inference method / neural network / / / / /  
Reference Info. IEICE Tech. Rep., vol. 108, no. 130, NC2008-35, pp. 19-24, July 2008.
Paper # NC2008-35 
Date of Issue 2008-07-08 (NC) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
Copyright
and
reproduction
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
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Conference Information
Committee NC  
Conference Date 2008-07-15 - 2008-07-15 
Place (in Japanese) (See Japanese page) 
Place (in English) Kyoto Univ. (Yoshida campus) 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Recording and analysis of neuronal activity, etc 
Paper Information
Registration To NC 
Conference Code 2008-07-NC 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) On the realization of XOR by SIRMs connected fuzzy inference method 
Sub Title (in English)  
Keyword(1) fuzzy inference  
Keyword(2) SIRMs connected fuzzy inference method  
Keyword(3) neural network  
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1st Author's Name Hirosato Seki  
1st Author's Affiliation Osaka University/Japan Society for the Promotion of Science (Osaka Univ./Japan Society for the Promotion of Science)
2nd Author's Name Satoshi Watanabe  
2nd Author's Affiliation Osaka University (Osaka Univ.)
3rd Author's Name Hiroaki Ishii  
3rd Author's Affiliation Osaka University (Osaka Univ.)
4th Author's Name Masaharu Mizumoto  
4th Author's Affiliation Osaka Electro-Communication University (Osaka Electro-Communication Univ.)
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Speaker
Date Time 2008-07-15 14:45:00 
Presentation Time 25 
Registration for NC 
Paper # IEICE-NC2008-35 
Volume (vol) IEICE-108 
Number (no) no.130 
Page pp.19-24 
#Pages IEICE-6 
Date of Issue IEICE-NC-2008-07-08 


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