| 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 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) |
| 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 |
| Keyword(6) |
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| Keyword(7) |
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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) |