Paper Abstract and Keywords |
Presentation |
2019-06-17 13:25
Analysis of periodic orbits in digital maps by a self-organizaition synthesis method Yuya Sawano, Toshimichi Saito (HU) NC2019-2 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Self-organizing learning of digital map is considered in this paper.
The digital map is a simple digital dynamical system defined on a set of points and
the steady state must be a periodic orbit.
Depending on parameters and initial condition, the digital map generates various periodic orbits.
In order to construct a digital map automatically, we present a simple learning algorithm.
The algorithm is based on the self-organizing feature map.
Depending on input signals, the Dmap structure can grow flexibly.
Applying the algorithm to typical examples of chaotic input signals from the bifurcating neuron,
we obtain digital maps and analyze the basic dynamics.
The analysis is carried out using a simple feature quantity that characterize richness of periodic orbits. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
digital dynamical systems / periodic orbits / stability / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 119, no. 88, NC2019-2, pp. 3-7, June 2019. |
Paper # |
NC2019-2 |
Date of Issue |
2019-06-10 (NC) |
ISSN |
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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NC2019-2 |
Conference Information |
Committee |
NC IBISML IPSJ-MPS IPSJ-BIO |
Conference Date |
2019-06-17 - 2019-06-19 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Okinawa Institute of Science and Technology |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Neurocomputing, Machine Learning Approach to Biodata Mining, and General |
Paper Information |
Registration To |
NC |
Conference Code |
2019-06-NC-IBISML-MPS-BIO |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Analysis of periodic orbits in digital maps by a self-organizaition synthesis method |
Sub Title (in English) |
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Keyword(1) |
digital dynamical systems |
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periodic orbits |
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stability |
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1st Author's Name |
Yuya Sawano |
1st Author's Affiliation |
HOSEI University (HU) |
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Toshimichi Saito |
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HOSEI University (HU) |
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Speaker |
Author-1 |
Date Time |
2019-06-17 13:25:00 |
Presentation Time |
25 minutes |
Registration for |
NC |
Paper # |
NC2019-2 |
Volume (vol) |
vol.119 |
Number (no) |
no.88 |
Page |
pp.3-7 |
#Pages |
5 |
Date of Issue |
2019-06-10 (NC) |
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