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Paper Abstract and Keywords
Presentation 2019-06-07 13:20
Asynchronous Cellular Automata and Reservoir Computing -- Beyond the Edge of Chaos --
Daisuke Uragami (Nihon Univ.), Yulkio-Pegio Gunji (Waseda Univ.) NLP2019-20 CCS2019-3
Abstract (in Japanese) (See Japanese page) 
(in English) The asynchronous tuned cellular automaton (AT_ECA) we have proposed has been shown to generate critical spatiotemporal patterns universally with respect to local rules, with a mechanism completely different from the so-called edge of chaos. In this study, we report on the application of this spatiotemporal pattern to reservoir computing, which has recently been attracting attention as a learning model of time-series data.
Keyword (in Japanese) (See Japanese page) 
(in English) Cellular Automata / Reservoir Computing / Edge of Chaos / Asynchronous / Self-Organization / / /  
Reference Info. IEICE Tech. Rep., vol. 119, no. 71, NLP2019-20, pp. 11-14, June 2019.
Paper # NLP2019-20 
Date of Issue 2019-05-31 (NLP, CCS) 
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)
Download PDF NLP2019-20 CCS2019-3

Conference Information
Committee CCS NLP  
Conference Date 2019-06-07 - 2019-06-09 
Place (in Japanese) (See Japanese page) 
Place (in English) machinaka campus nagaoka 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To NLP 
Conference Code 2019-06-CCS-NLP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Asynchronous Cellular Automata and Reservoir Computing 
Sub Title (in English) Beyond the Edge of Chaos 
Keyword(1) Cellular Automata  
Keyword(2) Reservoir Computing  
Keyword(3) Edge of Chaos  
Keyword(4) Asynchronous  
Keyword(5) Self-Organization  
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1st Author's Name Daisuke Uragami  
1st Author's Affiliation Nihon University (Nihon Univ.)
2nd Author's Name Yulkio-Pegio Gunji  
2nd Author's Affiliation Waseda University (Waseda Univ.)
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Speaker Author-1 
Date Time 2019-06-07 13:20:00 
Presentation Time 25 minutes 
Registration for NLP 
Paper # NLP2019-20, CCS2019-3 
Volume (vol) vol.119 
Number (no) no.71(NLP), no.72(CCS) 
Page pp.11-14 
#Pages 4 
Date of Issue 2019-05-31 (NLP, CCS) 


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