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Paper Abstract and Keywords
Presentation 2010-03-10 13:00
Self-Organization by Co-evolution of Phases and Connection Strengths in a Network of Phase Oscillators
Takaaki Aoki (Kyoto Univ.), Toshio Aoyagi (Kyoto Univ./JST, CREST) NLP2009-176
Abstract (in Japanese) (See Japanese page) 
(in English) We propose a model of coupled phase oscillators on an adaptive network, in which the phases of the oscillators at the nodes and the weights of the connections evolve simultaneously. We investigate the emergent collective behaviors realized by this co-evolving dynamics of the oscillators and the weights. This system exhibits a two-cluster state and a coherent state with a fixed phase relation when the dynamics of the weights are qualitatively similar to typical learning rules in neural network specified by the Hebbian and the spike-timing dependent plasticity rules, respectively. A chaotic state is realized in the case that the dynamics of the weights and phases are frustrated. Because of its structural stability, it is believed that our model captures the essential characteristics of a class of co-evolving and adaptive networks.
Keyword (in Japanese) (See Japanese page) 
(in English) phase oscillator / co-evolving dynamics / adaptive network / self-organization / coupled oscillators / / /  
Reference Info. IEICE Tech. Rep., vol. 109, no. 458, NLP2009-176, pp. 103-108, March 2010.
Paper # NLP2009-176 
Date of Issue 2010-03-02 (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. (No. 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF NLP2009-176

Conference Information
Committee NLP  
Conference Date 2010-03-09 - 2010-03-10 
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 2010-03-NLP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Self-Organization by Co-evolution of Phases and Connection Strengths in a Network of Phase Oscillators 
Sub Title (in English)  
Keyword(1) phase oscillator  
Keyword(2) co-evolving dynamics  
Keyword(3) adaptive network  
Keyword(4) self-organization  
Keyword(5) coupled oscillators  
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1st Author's Name Takaaki Aoki  
1st Author's Affiliation Kyoto University (Kyoto Univ.)
2nd Author's Name Toshio Aoyagi  
2nd Author's Affiliation Kyoto University/Japan Science and Technology Agency, CREST (Kyoto Univ./JST, CREST)
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Speaker
Date Time 2010-03-10 13:00:00 
Presentation Time 25 
Registration for NLP 
Paper # IEICE-NLP2009-176 
Volume (vol) IEICE-109 
Number (no) no.458 
Page pp.103-108 
#Pages IEICE-6 
Date of Issue IEICE-NLP-2010-03-02 


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