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Paper Abstract and Keywords
Presentation 2020-11-26 15:00
Analysis and learning of digital spike maps
Yuya Sawano, Toshimichi Saito (HU) CCS2020-17
Abstract (in Japanese) (See Japanese page) 
(in English) A digital spike map is a simple digital dynamical system defined on a set of points.
Depending on parameters and initial condition, the digital spike map generates a periodic orbit in the steady state.
In order to construct a desired digital spike map, we introduce a simple learning method based on the self-organizing feature map.
As a chaotic teacher signal is applied, the learning method updates the closest element of the map and its neighbors successively.
After the learning, the digital spike map can have various kinds of periodic orbits.
The dynamics of the digital spike map is investigated by simple feature quantities and typical results are demonstrated.
Keyword (in Japanese) (See Japanese page) 
(in English) Digital dynamical systems / Periodic orbits / Stability / / / / /  
Reference Info. IEICE Tech. Rep., vol. 120, no. 263, CCS2020-17, pp. 1-5, Nov. 2020.
Paper # CCS2020-17 
Date of Issue 2020-11-19 (CCS) 
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)
Download PDF CCS2020-17

Conference Information
Committee CCS  
Conference Date 2020-11-26 - 2020-11-26 
Place (in Japanese) (See Japanese page) 
Place (in English) Online 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To CCS 
Conference Code 2020-11-CCS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Analysis and learning of digital spike maps 
Sub Title (in English)  
Keyword(1) Digital dynamical systems  
Keyword(2) Periodic orbits  
Keyword(3) Stability  
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1st Author's Name Yuya Sawano  
1st Author's Affiliation HOSEI University (HU)
2nd Author's Name Toshimichi Saito  
2nd Author's Affiliation HOSEI University (HU)
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Speaker Author-1 
Date Time 2020-11-26 15:00:00 
Presentation Time 25 minutes 
Registration for CCS 
Paper # CCS2020-17 
Volume (vol) vol.120 
Number (no) no.263 
Page pp.1-5 
#Pages 5 
Date of Issue 2020-11-19 (CCS) 

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