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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
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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 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) 
Topics (in English)  
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 
Sub Title (in English)  
Keyword(1) Cellular Neural Networks  
Keyword(2) 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  
3rd Author's Affiliation 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
Date of Issue 2011-01-17 (NLP, NC) 


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