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Paper Abstract and Keywords
Presentation 2014-03-10 15:45
A Packet Routing Method Using Mutually Connected Neural Networks With Waiting Transmitted Information
Tohru Takamizawa, Keisuke Kimura, Takayuki Kimura, Kenya Jin'no (Nippon Inst. of Tech.) NLP2013-175
Abstract (in Japanese) (See Japanese page) 
(in English) Recently, because of the growth of the Internet users, data packets flowing in the computer networks
become huge number, and the packets are congested in the computer networks. If the packets congestion occurs
in the computer networks, some packets are trapped in the congested nodes, then, these packets are delayed to be
transmitted to the destinations. Further, the packets are removed from the computer networks in the worst case.
To overcome these undesirable problems, an efficient routing method which uses the mutually connected neural
networks has been proposed by Horiguchi and Ishioka. This routing method shows good performance for regular
networks. However, the performance is degraded for irregular networks. To improve the performance for the irregu-
lar networks, we propose a new routing method using mutually connected neural networks which considers waiting
transmitted information on the paths of the transmitted packets in this paper. From the results of the numeri-
cal experiments, the proposed method shows better performance than the conventional routing methods when the
number of existing packets is small in the computer networks.
Keyword (in Japanese) (See Japanese page) 
(in English) neural network / packet routing / computer network / decentralized control / / / /  
Reference Info. IEICE Tech. Rep., vol. 113, no. 486, NLP2013-175, pp. 61-66, March 2014.
Paper # NLP2013-175 
Date of Issue 2014-03-03 (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)
Download PDF NLP2013-175

Conference Information
Committee NLP  
Conference Date 2014-03-10 - 2014-03-11 
Place (in Japanese) (See Japanese page) 
Place (in English) Sophia University 
Topics (in Japanese) (See Japanese page) 
Topics (in English) General 
Paper Information
Registration To NLP 
Conference Code 2014-03-NLP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A Packet Routing Method Using Mutually Connected Neural Networks With Waiting Transmitted Information 
Sub Title (in English)  
Keyword(1) neural network  
Keyword(2) packet routing  
Keyword(3) computer network  
Keyword(4) decentralized control  
Keyword(5)  
Keyword(6)  
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Keyword(8)  
1st Author's Name Tohru Takamizawa  
1st Author's Affiliation Nippon Institute of Technology (Nippon Inst. of Tech.)
2nd Author's Name Keisuke Kimura  
2nd Author's Affiliation Nippon Institute of Technology (Nippon Inst. of Tech.)
3rd Author's Name Takayuki Kimura  
3rd Author's Affiliation Nippon Institute of Technology (Nippon Inst. of Tech.)
4th Author's Name Kenya Jin'no  
4th Author's Affiliation Nippon Institute of Technology (Nippon Inst. of Tech.)
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Speaker Author-1 
Date Time 2014-03-10 15:45:00 
Presentation Time 25 minutes 
Registration for NLP 
Paper # NLP2013-175 
Volume (vol) vol.113 
Number (no) no.486 
Page pp.61-66 
#Pages 6 
Date of Issue 2014-03-03 (NLP) 

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