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Paper Abstract and Keywords
Presentation 2007-01-19 13:40
Application to Prediction Problem of Parallelized Neuron Networks in the Aircraft
Shunsuke Kobayakawa, Hirokazu Yokoi (KIT Graduate School) SANE2006-126
Abstract (in Japanese) (See Japanese page) 
(in English) The hierarchical back-propagation networks over two outputs has total calculations using calculation results which are got independently by each output in calculations to change the weight and threshold of last middle layer at learning. This calculation process is a origin of cause of mutual interference to the learning for each output. And the independent learning for each output is carried out only in the output layer. Therefore this type is very disadvantageous to learn a nonlinear map of multi-output. We propose general parallelized neuron networks as a method for solving this problem and the application to the aircraft length system motion prediction system.
Keyword (in Japanese) (See Japanese page) 
(in English) Parallelized / Neuron networks / Learning / Aircraft / Prediction / / /  
Reference Info. IEICE Tech. Rep., vol. 106, no. 471, SANE2006-126, pp. 43-45, Jan. 2007.
Paper # SANE2006-126 
Date of Issue 2007-01-12 (SANE) 
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 SANE2006-126

Conference Information
Committee SANE  
Conference Date 2007-01-19 - 2007-01-19 
Place (in Japanese) (See Japanese page) 
Place (in English) Nagasaki Prefectural Art Museum 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Positioning, Navigation, etc. 
Paper Information
Registration To SANE 
Conference Code 2007-01-SANE 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Application to Prediction Problem of Parallelized Neuron Networks in the Aircraft 
Sub Title (in English)  
Keyword(1) Parallelized  
Keyword(2) Neuron networks  
Keyword(3) Learning  
Keyword(4) Aircraft  
Keyword(5) Prediction  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Shunsuke Kobayakawa  
1st Author's Affiliation Kyushu Institute of Technology Graduate School (KIT Graduate School)
2nd Author's Name Hirokazu Yokoi  
2nd Author's Affiliation Kyushu Institute of Technology Graduate School (KIT Graduate School)
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Speaker Author-1 
Date Time 2007-01-19 13:40:00 
Presentation Time 20 minutes 
Registration for SANE 
Paper # SANE2006-126 
Volume (vol) vol.106 
Number (no) no.471 
Page pp.43-45 
#Pages 3 
Date of Issue 2007-01-12 (SANE) 

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