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Paper Abstract and Keywords
Presentation 2011-12-20 15:20
A Study of Pulsed Neuron Model for Learning of the Order Relation
Kaname Iwasa, Mauricio Kugler, Susumu Kuroyanagi, Akira Iwata (NIT) NC2011-93
Abstract (in Japanese) (See Japanese page) 
(in English) Pulsed neuron model is suitable for processing time series data,
like sound signals, and can be easily implemented in hardware.
However, this model recognizes frequency vector pattern in current time,
and cannot consider of the order relation in series of input data.
In this paper, we propose the learning method
for time sequence of input data using pulsed neuron model.
The proposed model adds the sets of connection weights
to the pulsed neuron model and change them by inner potential value.
Therefore, the inner potential when input data has in a specific order.
Experimental results showed
datasets coreesponding to different order relation,
could be successfully identified,
a the number of units and size of circuit of the proposed model
is smaller than other method.
Keyword (in Japanese) (See Japanese page) 
(in English) pulsed neuron model / order relation / set of weights / inner potential / / / /  
Reference Info. IEICE Tech. Rep., vol. 111, no. 368, NC2011-93, pp. 53-57, Dec. 2011.
Paper # NC2011-93 
Date of Issue 2011-12-13 (NC) 
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)
Download PDF NC2011-93

Conference Information
Committee NC MBE  
Conference Date 2011-12-20 - 2011-12-20 
Place (in Japanese) (See Japanese page) 
Place (in English) Nagoya Institute of Technology 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To NC 
Conference Code 2011-12-NC-MBE 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A Study of Pulsed Neuron Model for Learning of the Order Relation 
Sub Title (in English)  
Keyword(1) pulsed neuron model  
Keyword(2) order relation  
Keyword(3) set of weights  
Keyword(4) inner potential  
Keyword(5)  
Keyword(6)  
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Keyword(8)  
1st Author's Name Kaname Iwasa  
1st Author's Affiliation Nagoya Institute of Technology (NIT)
2nd Author's Name Mauricio Kugler  
2nd Author's Affiliation Nagoya Institute of Technology (NIT)
3rd Author's Name Susumu Kuroyanagi  
3rd Author's Affiliation Nagoya Institute of Technology (NIT)
4th Author's Name Akira Iwata  
4th Author's Affiliation Nagoya Institute of Technology (NIT)
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Speaker Author-1 
Date Time 2011-12-20 15:20:00 
Presentation Time 25 minutes 
Registration for NC 
Paper # NC2011-93 
Volume (vol) vol.111 
Number (no) no.368 
Page pp.53-57 
#Pages 5 
Date of Issue 2011-12-13 (NC) 

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