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| 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 |
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| 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) | |
| Download PDF | NC2008-35 |
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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 | Author-1 |
| Date Time | 2008-07-15 14:45:00 |
| Presentation Time | 25 minutes |
| Registration for | NC |
| Paper # | NC2008-35 |
| Volume (vol) | vol.108 |
| Number (no) | no.130 |
| Page | pp.19-24 |
| #Pages | 6 |
| Date of Issue | 2008-07-08 (NC) |
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