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Paper Abstract and Keywords
Presentation 2015-10-05 13:55
Generation of disital spike-trains based on growing greedy search
Kei Yamaoka, Toshimichi Saito (HU) CAS2015-27 NLP2015-88
Abstract (in Japanese) (See Japanese page) 
(in English) This paper studies a simple evolutionary algorithm for synthesis of digital spiking neurons(DSNs).
The DSN is based on the spiking neuron models and can be realized by connecting two shift registers.
Depending on the wiring patterns of the connection, the DSN can generate various spike-trains.
The dynamics can be integrated into a simple digital map form a set of lattice points to itself.
In order to synthesize DSN that can generate a desired spike-train, we present a simple evolutionary algorithm.
The algorithm is based on the greedy algorithm and the individuals correspond to the wiring patterns.
As a first step, a simple cost function of the autocorrelation is used.
Performing basic numerical experiments, the algorithm efficiency is confirmed.
Keyword (in Japanese) (See Japanese page) 
(in English) Digital spiking neurons / Greedy algorithm / Autocorrelation / Evolutionary algorithm / / / /  
Reference Info. IEICE Tech. Rep., vol. 115, no. 240, NLP2015-88, pp. 37-41, Oct. 2015.
Paper # NLP2015-88 
Date of Issue 2015-09-28 (CAS, 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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Conference Information
Committee NLP CAS  
Conference Date 2015-10-05 - 2015-10-06 
Place (in Japanese) (See Japanese page) 
Place (in English) Aster Plaza 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To NLP 
Conference Code 2015-10-NLP-CAS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Generation of disital spike-trains based on growing greedy search 
Sub Title (in English)  
Keyword(1) Digital spiking neurons  
Keyword(2) Greedy algorithm  
Keyword(3) Autocorrelation  
Keyword(4) Evolutionary algorithm  
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1st Author's Name Kei Yamaoka  
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 2015-10-05 13:55:00 
Presentation Time 25 minutes 
Registration for NLP 
Paper # CAS2015-27, NLP2015-88 
Volume (vol) vol.115 
Number (no) no.239(CAS), no.240(NLP) 
Page pp.37-41 
#Pages 5 
Date of Issue 2015-09-28 (CAS, NLP) 

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