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 |
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 |
NLP2011-11 |
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 |
Keyword(3) |
|
Keyword(4) |
|
Keyword(5) |
|
Keyword(6) |
|
Keyword(7) |
|
Keyword(8) |
|
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) |
4th Author's Name |
|
4th Author's Affiliation |
() |
5th Author's Name |
|
5th Author's Affiliation |
() |
6th Author's Name |
|
6th Author's Affiliation |
() |
7th Author's Name |
|
7th Author's Affiliation |
() |
8th Author's Name |
|
8th Author's Affiliation |
() |
9th Author's Name |
|
9th Author's Affiliation |
() |
10th Author's Name |
|
10th Author's Affiliation |
() |
11th Author's Name |
|
11th Author's Affiliation |
() |
12th Author's Name |
|
12th Author's Affiliation |
() |
13th Author's Name |
|
13th Author's Affiliation |
() |
14th Author's Name |
|
14th Author's Affiliation |
() |
15th Author's Name |
|
15th Author's Affiliation |
() |
16th Author's Name |
|
16th Author's Affiliation |
() |
17th Author's Name |
|
17th Author's Affiliation |
() |
18th Author's Name |
|
18th Author's Affiliation |
() |
19th Author's Name |
|
19th Author's Affiliation |
() |
20th Author's Name |
|
20th Author's Affiliation |
() |
Speaker |
Author-1 |
Date Time |
2011-05-27 09:35:00 |
Presentation Time |
25 minutes |
Registration for |
NLP |
Paper # |
NLP2011-11 |
Volume (vol) |
vol.111 |
Number (no) |
no.62 |
Page |
pp.49-53 |
#Pages |
5 |
Date of Issue |
2011-05-19 (NLP) |
|