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Paper Abstract and Keywords
Presentation 2009-07-14 15:45
Basic characteristics of SOM of spiking neurons
Kai Kinoshita, Hiroyuki Torikai (Osaka Univ.) NLP2009-43 NC2009-36
Abstract (in Japanese) (See Japanese page) 
(in English) In this paper, we introduce a resonate-and-fire type spiking neuron and analyze the responce to the periodic spike inputs using return maps.
Then, we consider the learning method using the resonance frequency.
We make some spiking neurons a self-organizing pulse-coupled network and compare the result with that of one dimensional Kohonen network.
Keyword (in Japanese) (See Japanese page) 
(in English) Spiking neuron model / Self organizing maps / / / / / /  
Reference Info. IEICE Tech. Rep., vol. 109, no. 125, NC2009-36, pp. 157-162, July 2009.
Paper # NC2009-36 
Date of Issue 2009-07-06 (NLP, NC) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
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 NLP2009-43 NC2009-36

Conference Information
Committee NC NLP  
Conference Date 2009-07-13 - 2009-07-14 
Place (in Japanese) (See Japanese page) 
Place (in English) NAIST 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To NC 
Conference Code 2009-07-NC-NLP 
Language English (Japanese title is available) 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Basic characteristics of SOM of spiking neurons 
Sub Title (in English)  
Keyword(1) Spiking neuron model  
Keyword(2) Self organizing maps  
1st Author's Name Kai Kinoshita  
1st Author's Affiliation Osaka University (Osaka Univ.)
2nd Author's Name Hiroyuki Torikai  
2nd Author's Affiliation Osaka University (Osaka Univ.)
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Date Time 2009-07-14 15:45:00 
Presentation Time 30 
Registration for NC 
Paper # IEICE-NLP2009-43,IEICE-NC2009-36 
Volume (vol) IEICE-109 
Number (no) no.124(NLP), no.125(NC) 
Page pp.157-162 
#Pages IEICE-6 
Date of Issue IEICE-NLP-2009-07-06,IEICE-NC-2009-07-06 

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