Paper Abstract and Keywords |
Presentation |
2018-06-14 09:40
On an approximated polynomial function by a Deep Neural Network Kazuya Ozawa, Toshihiro Tachibana, Hideo Nakano, Hideaki Okazaki (SIT) CAS2018-3 VLD2018-6 SIP2018-23 MSS2018-3 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In order to approximate a bivariate polynomial function used in a bivariate fractal interpolation method , and to realize bivariate fractal interpolation surface by a deep neural network with rectified linear units (ReLU DNN), we discuss bivariate polynomial function approximations using ReLU DNN by the gradient descent method. In conclusion, we summarize the principal results and describe future research. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Bivariate fractal interpolation method / Neural Network / Polynomial approximation / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 118, no. 82, CAS2018-3, pp. 11-15, June 2018. |
Paper # |
CAS2018-3 |
Date of Issue |
2018-06-07 (CAS, VLD, SIP, MSS) |
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) |
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CAS2018-3 VLD2018-6 SIP2018-23 MSS2018-3 |
Conference Information |
Committee |
CAS SIP MSS VLD |
Conference Date |
2018-06-14 - 2018-06-15 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Hokkaido Univ. (Frontier Research in Applied Sciences Build.) |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
System and Signal Processing, etc |
Paper Information |
Registration To |
CAS |
Conference Code |
2018-06-CAS-SIP-MSS-VLD |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
On an approximated polynomial function by a Deep Neural Network |
Sub Title (in English) |
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Keyword(1) |
Bivariate fractal interpolation method |
Keyword(2) |
Neural Network |
Keyword(3) |
Polynomial approximation |
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1st Author's Name |
Kazuya Ozawa |
1st Author's Affiliation |
Shonan Institute of Technology (SIT) |
2nd Author's Name |
Toshihiro Tachibana |
2nd Author's Affiliation |
Shonan Institute of Technology (SIT) |
3rd Author's Name |
Hideo Nakano |
3rd Author's Affiliation |
Shonan Institute of Technology (SIT) |
4th Author's Name |
Hideaki Okazaki |
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Shonan Institute of Technology (SIT) |
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Speaker |
Author-1 |
Date Time |
2018-06-14 09:40:00 |
Presentation Time |
20 minutes |
Registration for |
CAS |
Paper # |
CAS2018-3, VLD2018-6, SIP2018-23, MSS2018-3 |
Volume (vol) |
vol.118 |
Number (no) |
no.82(CAS), no.83(VLD), no.84(SIP), no.85(MSS) |
Page |
pp.11-15 |
#Pages |
5 |
Date of Issue |
2018-06-07 (CAS, VLD, SIP, MSS) |
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