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| Presentation | 2010-08-03 10:30 Template Design of CNN by BP with Annealing Noise Masashi Nakagawa, Yoko Uwate, Yoshifumi Nishio (Tokushima Univ.)  CAS2010-51 NLP2010-67 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In previous study, we proposed template design method of cellular neural networks with back propagation algorithm. In this proposed method, template learns by using the average error which corresponds to the difference between the outputted image produced by the designed template and the teacher image. In this study, we propose an annealing noise, in order to prevent getting into a local minimum when template updated. And we show accuracy of annealing noise with comparing the case it adding to state equation of cellular neural networks with the case it adding to back propagation algorithm. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Cellular Neural Networks / Back Propagation / Annealing / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 110, no. 166, NLP2010-67, pp. 93-98, Aug. 2010. | |
| Paper # | NLP2010-67 | |
| Date of Issue | 2010-07-26 (CAS, NLP) | |
| 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 | CAS2010-51 NLP2010-67 |
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| Conference Information | |
| Committee | NLP CAS |
| Conference Date | 2010-08-02 - 2010-08-03 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Naruto University of Education |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | General |
| Paper Information | |
| Registration To | NLP |
| Conference Code | 2010-08-NLP-CAS |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Template Design of CNN by BP with Annealing Noise |
| Sub Title (in English) | |
| Keyword(1) | Cellular Neural Networks |
| Keyword(2) | Back Propagation |
| Keyword(3) | Annealing |
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| 1st Author's Name | Masashi Nakagawa |
| 1st Author's Affiliation | Tokushima University (Tokushima Univ.) |
| 2nd Author's Name | Yoko Uwate |
| 2nd Author's Affiliation | Tokushima University (Tokushima Univ.) |
| 3rd Author's Name | Yoshifumi Nishio |
| 3rd Author's Affiliation | Tokushima University (Tokushima Univ.) |
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| Speaker | Author-1 |
| Date Time | 2010-08-03 10:30:00 |
| Presentation Time | 100 minutes |
| Registration for | NLP |
| Paper # | CAS2010-51, NLP2010-67 |
| Volume (vol) | vol.110 |
| Number (no) | no.165(CAS), no.166(NLP) |
| Page | pp.93-98 |
| #Pages | 6 |
| Date of Issue | 2010-07-26 (CAS, NLP) |
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