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Paper Abstract and Keywords
Presentation 2009-12-21 15:15
Annealing Method for Cellular Neural Networks
Takefumi Konishi (Sophia Univ.), Hisashi Aomori (Tokyo Univ. of Sience), Tsuyoshi Otake (Tamagawa Univ.), Nobuaki Takahashi (IBM), Ichiro Matsuda, Susumu Itoh (Tokyo Univ. of Sience), Mamoru Tanaka (Sophia Univ.) NLP2009-135
Abstract (in Japanese) (See Japanese page) 
(in English) In this paper, a novel lossless image coding method based on the lifting wavelet transform using discrete-time cellular neural networks (DT-CNNs) with chaos noise is proposed.
In our method, the image is interpolated by using the nonlinear interpolative dynamics of DTCNNs.
Moreover, the adaptive chaos noise is used to avoid the local minimimum problem of DT-CNNs dynamics for the improvement of the prediction ability of DT-CNNs.
The experimental results shows a better coding performance compared with the conventional methods.
Keyword (in Japanese) (See Japanese page) 
(in English) discrete-time cellular neural network / chaos noise / lifting method / / / / /  
Reference Info. IEICE Tech. Rep., vol. 109, no. 354, NLP2009-135, pp. 49-52, Dec. 2009.
Paper # NLP2009-135 
Date of Issue 2009-12-14 (NLP) 
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 NLP  
Conference Date 2009-12-21 - 2009-12-21 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To NLP 
Conference Code 2009-12-NLP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Annealing Method for Cellular Neural Networks 
Sub Title (in English)  
Keyword(1) discrete-time cellular neural network  
Keyword(2) chaos noise  
Keyword(3) lifting method  
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1st Author's Name Takefumi Konishi  
1st Author's Affiliation Sophia University (Sophia Univ.)
2nd Author's Name Hisashi Aomori  
2nd Author's Affiliation Tokyo University of Sience (Tokyo Univ. of Sience)
3rd Author's Name Tsuyoshi Otake  
3rd Author's Affiliation Tamagawa University (Tamagawa Univ.)
4th Author's Name Nobuaki Takahashi  
4th Author's Affiliation IBM Japan Inc. (IBM)
5th Author's Name Ichiro Matsuda  
5th Author's Affiliation Tokyo University of Sience (Tokyo Univ. of Sience)
6th Author's Name Susumu Itoh  
6th Author's Affiliation Tokyo University of Sience (Tokyo Univ. of Sience)
7th Author's Name Mamoru Tanaka  
7th Author's Affiliation Sophia University (Sophia Univ.)
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Speaker Author-1 
Date Time 2009-12-21 15:15:00 
Presentation Time 25 minutes 
Registration for NLP 
Paper # NLP2009-135 
Volume (vol) vol.109 
Number (no) no.354 
Page pp.49-52 
#Pages 4 
Date of Issue 2009-12-14 (NLP) 

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