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Paper Abstract and Keywords
Presentation 2010-11-20 09:55
An Approach to Logical Synthesis by Binary Neural Networks
Yuta Nakayama, Ryo Ito, Toshimichi Saito (Hosei Univ.) NLP2010-108
Abstract (in Japanese) (See Japanese page) 
(in English) This paper studies a genetic-algorithm-based learning of binary neural networks (BNN) and its realization function of Boolean functions. We have two important results. First, the BNN can be equivalent to the minimum logical-sum form: the learning algorithm can be used as fast logical synthesis. Second, the BNN can realize a class of Boolean functions with smaller number of terms (hidden neurons) than that by the Quine-McCluskey algorithm: the learning algorithm may be developed into an effective logical synthesis methods. Performing typical numerical experiment, the algorithm efficiency is confirmed.
Keyword (in Japanese) (See Japanese page) 
(in English) Binary Neural networks / Genetic algorithm / Logic synthesis / / / / /  
Reference Info. IEICE Tech. Rep., vol. 110, no. 299, NLP2010-108, pp. 43-47, Nov. 2010.
Paper # NLP2010-108 
Date of Issue 2010-11-12 (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 NLP2010-108

Conference Information
Committee NLP  
Conference Date 2010-11-19 - 2010-11-20 
Place (in Japanese) (See Japanese page) 
Place (in English) Tohoku University (RIEC) 
Topics (in Japanese) (See Japanese page) 
Topics (in English) General 
Paper Information
Registration To NLP 
Conference Code 2010-11-NLP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) An Approach to Logical Synthesis by Binary Neural Networks 
Sub Title (in English)  
Keyword(1) Binary Neural networks  
Keyword(2) Genetic algorithm  
Keyword(3) Logic synthesis  
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1st Author's Name Yuta Nakayama  
1st Author's Affiliation Hosei University (Hosei Univ.)
2nd Author's Name Ryo Ito  
2nd Author's Affiliation Hosei University (Hosei Univ.)
3rd Author's Name Toshimichi Saito  
3rd Author's Affiliation Hosei University (Hosei Univ.)
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Speaker Author-1 
Date Time 2010-11-20 09:55:00 
Presentation Time 25 minutes 
Registration for NLP 
Paper # NLP2010-108 
Volume (vol) vol.110 
Number (no) no.299 
Page pp.43-47 
#Pages 5 
Date of Issue 2010-11-12 (NLP) 

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