Paper Abstract and Keywords |
Presentation |
2008-03-27 13:10
Prediction of Periods on Chaos Time Series
-- Dependence on Precision of Chaos Neural Network Outputs -- Takeshi Murakami (Iwate Univ.), Satoshi Kawamura (Ishinomaki Senshu Univ.), Hitoaki Yoshida (Iwate Univ.) NLP2007-157 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
We have developed chaos neural networks(CNN) and applied to a cryptosystem. This work focuses on a period of deterministic chaos generated with a computer. The period of the CNN output orbital decreases with the accuracy of the CNN output. The result would play an important role on the security of the CNN cryptosystem. We report a pseudo random number generator of CNN which allows good results for the statistics test suite compared with Mersenne twister. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
chaos / neural network / chaos neural network / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 107, no. 560, NLP2007-157, pp. 21-26, March 2008. |
Paper # |
NLP2007-157 |
Date of Issue |
2008-03-20 (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) |
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NLP2007-157 |
Conference Information |
Committee |
NLP |
Conference Date |
2008-03-27 - 2008-03-28 |
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(See Japanese page) |
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Paper Information |
Registration To |
NLP |
Conference Code |
2008-03-NLP |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Prediction of Periods on Chaos Time Series |
Sub Title (in English) |
Dependence on Precision of Chaos Neural Network Outputs |
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chaos |
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neural network |
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chaos neural network |
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1st Author's Name |
Takeshi Murakami |
1st Author's Affiliation |
Iwate University (Iwate Univ.) |
2nd Author's Name |
Satoshi Kawamura |
2nd Author's Affiliation |
Ishinomaki Senshu University (Ishinomaki Senshu Univ.) |
3rd Author's Name |
Hitoaki Yoshida |
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Iwate University (Iwate Univ.) |
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Speaker |
Author-1 |
Date Time |
2008-03-27 13:10:00 |
Presentation Time |
25 minutes |
Registration for |
NLP |
Paper # |
NLP2007-157 |
Volume (vol) |
vol.107 |
Number (no) |
no.560 |
Page |
pp.21-26 |
#Pages |
6 |
Date of Issue |
2008-03-20 (NLP) |