| Paper Abstract and Keywords |
| Presentation |
2012-03-27 15:40
An Analysis on Ideal Searching Dynamics Realized by Lebesgue Spectrum Filter Using Associative Memory Neural Networks Kenji Fushiki, Tomohiro Kato, Mikio Hasegawa (Tokyo Univ. of Science), Kazuyuki Aihara (Univ. of Tokyo) NLP2011-147 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
Effectiveness of using chaos dynamics is shown by the search solution of the combination optimization problem. In the inside of those techniques, It has been shown that chaos with negative autocorrelation is effective. When a time series with negative autocorrelation is used, it is shown in the conventional research of asynchronous chaos CDMA that the asynchronous cross correlation between them is minimized. When asynchronous cross correlation applies the dynamics used as the minimum to an asynchronous search algorithm, complicated search is realized ideally and the performance of a combinatorial optimization technique can be improved. In this paper, By such dynamics, it is analyzed using an associative memory neural network whether the search range has actually spread. Concretely, The dynamics which gave ideal negative autocorrelation by Lebesgue Spectrum Filter is analyzed. As a result, The search range was expanded by LSF. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Combinatorial Optimization Problem / Chaos / Associative Memory / Neural Networks / Lebesgue Spectrum Filter / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 111, no. 498, NLP2011-147, pp. 35-38, March 2012. |
| Paper # |
NLP2011-147 |
| Date of Issue |
2012-03-20 (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) |
| Download PDF |
NLP2011-147 |
| Conference Information |
| Committee |
NLP |
| Conference Date |
2012-03-27 - 2012-03-28 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Fukue Cultural Hall |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
General |
| Paper Information |
| Registration To |
NLP |
| Conference Code |
2012-03-NLP |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
An Analysis on Ideal Searching Dynamics Realized by Lebesgue Spectrum Filter Using Associative Memory Neural Networks |
| Sub Title (in English) |
|
| Keyword(1) |
Combinatorial Optimization Problem |
| Keyword(2) |
Chaos |
| Keyword(3) |
Associative Memory |
| Keyword(4) |
Neural Networks |
| Keyword(5) |
Lebesgue Spectrum Filter |
| Keyword(6) |
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| Keyword(7) |
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| Keyword(8) |
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| 1st Author's Name |
Kenji Fushiki |
| 1st Author's Affiliation |
Tokyo University of Science (Tokyo Univ. of Science) |
| 2nd Author's Name |
Tomohiro Kato |
| 2nd Author's Affiliation |
Tokyo University of Science (Tokyo Univ. of Science) |
| 3rd Author's Name |
Mikio Hasegawa |
| 3rd Author's Affiliation |
Tokyo University of Science (Tokyo Univ. of Science) |
| 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 |
2012-03-27 15:40:00 |
| Presentation Time |
25 minutes |
| Registration for |
NLP |
| Paper # |
NLP2011-147 |
| Volume (vol) |
vol.111 |
| Number (no) |
no.498 |
| Page |
pp.35-38 |
| #Pages |
4 |
| Date of Issue |
2012-03-20 (NLP) |