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Paper Abstract and Keywords
Presentation 2009-01-22 13:40
Noise-Induced Properties in Chaos Neuron Systems
Haruhiko Nishimura, Hironori Fujisawa, Naofumi Katada (Univ. of Hyogo), Kazuyuki Aihara (Univ. of Tokyo) CAS2008-73 NLP2008-103
Abstract (in Japanese) (See Japanese page) 
(in English) In nonlinear dynamical systems, noise can lead to qualitative changes in their behaviors, not quantitative changes. We study the effects of noise on the nonlinear chaotic neuron and its auto-associative network in the state having chaos. We show that noise induces the systems producing more order and the coherence of their noise-induced order becomes maximal for a certain noise amplitude. This effect is indicated to be a transition from chaotic behavior to ordered(non-chaotic) behavior by evaluating the Lyapunov exponent with noise.
Keyword (in Japanese) (See Japanese page) 
(in English) chaos / neuron / noise / induced order / neural network / / /  
Reference Info. IEICE Tech. Rep., vol. 108, no. 389, NLP2008-103, pp. 53-58, Jan. 2009.
Paper # NLP2008-103 
Date of Issue 2009-01-15 (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)
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Conference Information
Committee CAS NLP  
Conference Date 2009-01-22 - 2009-01-23 
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 2009-01-CAS-NLP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Noise-Induced Properties in Chaos Neuron Systems 
Sub Title (in English)  
Keyword(1) chaos  
Keyword(2) neuron  
Keyword(3) noise  
Keyword(4) induced order  
Keyword(5) neural network  
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1st Author's Name Haruhiko Nishimura  
1st Author's Affiliation University of Hyogo (Univ. of Hyogo)
2nd Author's Name Hironori Fujisawa  
2nd Author's Affiliation University of Hyogo (Univ. of Hyogo)
3rd Author's Name Naofumi Katada  
3rd Author's Affiliation University of Hyogo (Univ. of Hyogo)
4th Author's Name Kazuyuki Aihara  
4th Author's Affiliation The University of Tokyo (Univ. of Tokyo)
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Speaker Author-1 
Date Time 2009-01-22 13:40:00 
Presentation Time 20 minutes 
Registration for NLP 
Paper # CAS2008-73, NLP2008-103 
Volume (vol) vol.108 
Number (no) no.388(CAS), no.389(NLP) 
Page pp.53-58 
#Pages 6 
Date of Issue 2009-01-15 (CAS, NLP) 

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