| Paper Abstract and Keywords |
| Presentation |
2012-01-23 13:00
Dynamical properties of sparsely connected chaotic neural networks Kiyotaka Iguchi, Toshiya Iwai (Nihon Univ) NLP2011-124 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
In the brain, many regions that are related to various functions are sparsely connected and transfer information between them. We numerically investigate correlation of dynamical states and information transmission between sparsely one-way connected auto-associated chaotic neural networks in imitation of real brain and found as follows: (i) as connection strength is larger, degree of chaos becomes weaker while correlation between networks becomes stronger, (ii) average mutual information between outputs of networks oscillate as time difference of outputs. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Chaotic Neural Network / information transmission / association / / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 111, no. 395, NLP2011-124, pp. 1-6, Jan. 2012. |
| Paper # |
NLP2011-124 |
| Date of Issue |
2012-01-16 (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 |
NLP2011-124 |
| Conference Information |
| Committee |
NLP |
| Conference Date |
2012-01-23 - 2012-01-24 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Aizu-keiko-do Hall |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
General |
| Paper Information |
| Registration To |
NLP |
| Conference Code |
2012-01-NLP |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Dynamical properties of sparsely connected chaotic neural networks |
| Sub Title (in English) |
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Chaotic Neural Network |
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information transmission |
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association |
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| 1st Author's Name |
Kiyotaka Iguchi |
| 1st Author's Affiliation |
Nihon University (Nihon Univ) |
| 2nd Author's Name |
Toshiya Iwai |
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Nihon University (Nihon Univ) |
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| Speaker |
Author-1 |
| Date Time |
2012-01-23 13:00:00 |
| Presentation Time |
25 minutes |
| Registration for |
NLP |
| Paper # |
NLP2011-124 |
| Volume (vol) |
vol.111 |
| Number (no) |
no.395 |
| Page |
pp.1-6 |
| #Pages |
6 |
| Date of Issue |
2012-01-16 (NLP) |