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Paper Abstract and Keywords
Presentation 2007-04-25 12:30
Digital spiking neuron and its approximation ability of spike-trains
Hiroyuki Torikai (Osaka Univ.), Toshimichi Saito (Hosei Univ.) NLP2007-1
Abstract (in Japanese) (See Japanese page) 
(in English) A digital spiking neuron (DSN) consists of shift registers and can generate spike-trains with various patterns of inter-spike intervals.
In this paper we study a learning algorithm for the DSN in order to approximate given spike-trains.
As an example problem setting, we study a case where a DSN accepts a spike-train from a chaotic analog spiking neuron as a teacher signal.
It is shown that the DSN can approximate a sampled chaotic spike-train with a small error based on the learning.
Keyword (in Japanese) (See Japanese page) 
(in English) Spiking neuron / Pulse-coupled network / Shift register generator / Cellular Automata / FPGA / Learning / /  
Reference Info. IEICE Tech. Rep., vol. 107, no. 21, NLP2007-1, pp. 1-6, April 2007.
Paper # NLP2007-1 
Date of Issue 2007-04-18 (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  
Conference Date 2007-04-25 - 2007-04-25 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To NLP 
Conference Code 2007-04-NLP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Digital spiking neuron and its approximation ability of spike-trains 
Sub Title (in English)  
Keyword(1) Spiking neuron  
Keyword(2) Pulse-coupled network  
Keyword(3) Shift register generator  
Keyword(4) Cellular Automata  
Keyword(5) FPGA  
Keyword(6) Learning  
Keyword(7)  
Keyword(8)  
1st Author's Name Hiroyuki Torikai  
1st Author's Affiliation Osaka University (Osaka Univ.)
2nd Author's Name Toshimichi Saito  
2nd Author's Affiliation Hosei University (Hosei Univ.)
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Speaker Author-1 
Date Time 2007-04-25 12:30:00 
Presentation Time 30 minutes 
Registration for NLP 
Paper # NLP2007-1 
Volume (vol) vol.107 
Number (no) no.21 
Page pp.1-6 
#Pages 6 
Date of Issue 2007-04-18 (NLP) 

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