Paper Abstract and Keywords |
Presentation |
2016-01-29 13:35
Analysis of periodic orbits in dynamic binary neural networks Kazuma Makita, Ryuji Sato, Toshimichi Saito (HU) NC2015-61 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
This paper considers analysis of dynamic binary neural networks.
The networks can generate various binary periodic orbits.
The network dynamics can be simplified into the digital return maps.
In order to visualize and analyze the network dynamics,
we present two basic feature quantities of steady states of periodic orbits
and construct a plane of the two feature quantities.
Performing the full search of periodic orbits in a class of networks,
we investigate a variety of network dynamics.
Especially, we investigate the longest periodic orbit of the network in detail. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Dynamic binary neural networks / Dynamical systems / Periodic orbits / Stability / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 115, no. 426, NC2015-61, pp. 25-28, Jan. 2016. |
Paper # |
NC2015-61 |
Date of Issue |
2016-01-21 (NC) |
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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NC2015-61 |
Conference Information |
Committee |
NC NLP |
Conference Date |
2016-01-28 - 2016-01-29 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Kyushu Institute of Technology |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Implementation of Neuro Computing,Analysis and Modeling of Human Science, etc |
Paper Information |
Registration To |
NC |
Conference Code |
2016-01-NC-NLP |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Analysis of periodic orbits in dynamic binary neural networks |
Sub Title (in English) |
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Keyword(1) |
Dynamic binary neural networks |
Keyword(2) |
Dynamical systems |
Keyword(3) |
Periodic orbits |
Keyword(4) |
Stability |
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1st Author's Name |
Kazuma Makita |
1st Author's Affiliation |
Hosei University (HU) |
2nd Author's Name |
Ryuji Sato |
2nd Author's Affiliation |
Hosei University (HU) |
3rd Author's Name |
Toshimichi Saito |
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Hosei University (HU) |
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Speaker |
Author-1 |
Date Time |
2016-01-29 13:35:00 |
Presentation Time |
25 minutes |
Registration for |
NC |
Paper # |
NC2015-61 |
Volume (vol) |
vol.115 |
Number (no) |
no.426 |
Page |
pp.25-28 |
#Pages |
4 |
Date of Issue |
2016-01-21 (NC) |
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