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Paper Abstract and Keywords
Presentation 2011-05-27 09:35
Learning of binary neural networks for logical synthesis
Yuta Nakayama, Ryo Ito, Toshimichi Saito (HU) NLP2011-11
Abstract (in Japanese) (See Japanese page) 
(in English) This paper studies a learning algorithm of binary neural networks (BNN) and its application to logical synthesis. The network can approximate a desired Boolean function if parameters are selected suitably. Comparing the BNN with a typical logical synthesis method, We can clarify that the BNN can be equivalent to the minimum disjunctive canonical form in some parameter subspace. Outside of the subspace, the BNN can be simpler than the minimum form. Performing typical numerical experiment, the algorithm efficiency is confirmed.
Keyword (in Japanese) (See Japanese page) 
(in English) Binary Neural networks / Logic synthesis / / / / / /  
Reference Info. IEICE Tech. Rep., vol. 111, no. 62, NLP2011-11, pp. 49-53, May 2011.
Paper # NLP2011-11 
Date of Issue 2011-05-19 (NLP) 
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)
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Conference Information
Committee NLP  
Conference Date 2011-05-26 - 2011-05-27 
Place (in Japanese) (See Japanese page) 
Place (in English) Olive park olive memorial hall 
Topics (in Japanese) (See Japanese page) 
Topics (in English) General 
Paper Information
Registration To NLP 
Conference Code 2011-05-NLP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Learning of binary neural networks for logical synthesis 
Sub Title (in English)  
Keyword(1) Binary Neural networks  
Keyword(2) Logic synthesis  
1st Author's Name Yuta Nakayama  
1st Author's Affiliation Hosei University (HU)
2nd Author's Name Ryo Ito  
2nd Author's Affiliation Hosei University (HU)
3rd Author's Name Toshimichi Saito  
3rd Author's Affiliation Hosei University (HU)
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Date Time 2011-05-27 09:35:00 
Presentation Time 25 
Registration for NLP 
Paper # IEICE-NLP2011-11 
Volume (vol) IEICE-111 
Number (no) no.62 
Page pp.49-53 
#Pages IEICE-5 
Date of Issue IEICE-NLP-2011-05-19 

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