Paper Abstract and Keywords |
Presentation |
2011-01-25 11:45
CNN Template Design that Obeyed BP Method from a Mathematical Point of View Masashi Nakagawa, Yoko Uwate, Yoshifumi Nishio (Tokushima Univ.) NLP2010-146 NC2010-110 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In previous study, we have proposed template design method of cellular neural networks with back propagation algorithm.
In this proposed method, template is learned by using the average error between the output image and the desired image.
In this study, we reexamine previous method according to original back propagation algorithm from a mathematical point of view.
We test the performance of reexamination method by changing parameters with one-dimensional gray scale images. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Cellular Neural Networks / Back Propagation / / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 110, no. 387, NLP2010-146, pp. 123-127, Jan. 2011. |
Paper # |
NLP2010-146 |
Date of Issue |
2011-01-17 (NLP, 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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NLP2010-146 NC2010-110 |
Conference Information |
Committee |
NC NLP |
Conference Date |
2011-01-24 - 2011-01-26 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Hokakido Univ. |
Topics (in Japanese) |
(See Japanese page) |
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Paper Information |
Registration To |
NLP |
Conference Code |
2011-01-NC-NLP |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
CNN Template Design that Obeyed BP Method from a Mathematical Point of View |
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Cellular Neural Networks |
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Back Propagation |
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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 |
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Tokushima University (Tokushima Univ.) |
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Speaker |
Author-1 |
Date Time |
2011-01-25 11:45:00 |
Presentation Time |
25 minutes |
Registration for |
NLP |
Paper # |
NLP2010-146, NC2010-110 |
Volume (vol) |
vol.110 |
Number (no) |
no.387(NLP), no.388(NC) |
Page |
pp.123-127 |
#Pages |
5 |
Date of Issue |
2011-01-17 (NLP, NC) |
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