Paper Abstract and Keywords |
Presentation |
2009-02-28 16:35
Response Properties of Chaotic Neural Network Model to Memory Pattern Flagments Toshiyuki Hamada, Jousuke Kuroiwa, Hisakazu Ogura, Tomohiro Odaka, Haruhiko Shirai (Univ of Fukui) NLP2008-149 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In this paper, we investigate response properties to memory pattern fragments
in chaotic wandering states among three types of chaotic neural network model.
At first, we investigate the instability of the orbits in chaotic
wandering states among them.
At last, we invetigate the relationships between the response properties
to memory pattern fragments and the instability of their orbits.
From computer experimetns, even if the chaotic wandering dynamics
in the space of memory patterns among them is similar,
Aihara model shows much more strong instablity
with larger information dimension than the others.
In the response properties to memory pattern fragments,
Aihara model shows the highest success ratio and
the shortest steps for the all memory pattern fragments among them.
On the other hand, Nara & Davis model and Kuroiwa & Nara model
show much higher success ratio and shorter steps than random search. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Instability of orbit / CNN / Searching procedure / Flagments of memory pattern / Chaotic wandering state / / / |
Reference Info. |
IEICE Tech. Rep., vol. 108, no. 442, NLP2008-149, pp. 101-106, Feb. 2009. |
Paper # |
NLP2008-149 |
Date of Issue |
2009-02-21 (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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NLP2008-149 |
Conference Information |
Committee |
NLP |
Conference Date |
2009-02-28 - 2009-02-28 |
Place (in Japanese) |
(See Japanese page) |
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Topics (in Japanese) |
(See Japanese page) |
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Paper Information |
Registration To |
NLP |
Conference Code |
2009-02-NLP |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Response Properties of Chaotic Neural Network Model to Memory Pattern Flagments |
Sub Title (in English) |
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Keyword(1) |
Instability of orbit |
Keyword(2) |
CNN |
Keyword(3) |
Searching procedure |
Keyword(4) |
Flagments of memory pattern |
Keyword(5) |
Chaotic wandering state |
Keyword(6) |
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Keyword(7) |
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Keyword(8) |
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1st Author's Name |
Toshiyuki Hamada |
1st Author's Affiliation |
University of Fukui (Univ of Fukui) |
2nd Author's Name |
Jousuke Kuroiwa |
2nd Author's Affiliation |
University of Fukui (Univ of Fukui) |
3rd Author's Name |
Hisakazu Ogura |
3rd Author's Affiliation |
University of Fukui (Univ of Fukui) |
4th Author's Name |
Tomohiro Odaka |
4th Author's Affiliation |
University of Fukui (Univ of Fukui) |
5th Author's Name |
Haruhiko Shirai |
5th Author's Affiliation |
University of Fukui (Univ of Fukui) |
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Speaker |
Author-1 |
Date Time |
2009-02-28 16:35:00 |
Presentation Time |
20 minutes |
Registration for |
NLP |
Paper # |
NLP2008-149 |
Volume (vol) |
vol.108 |
Number (no) |
no.442 |
Page |
pp.101-106 |
#Pages |
6 |
Date of Issue |
2009-02-21 (NLP) |
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