Paper Abstract and Keywords |
Presentation |
2018-11-13 13:25
On an approximated polynomial function by neural networks with parametric rectified linear units Kazuya Ozawa, Toshihiro Tachibana, Hideo Nakano, Hideaki Okazaki (SIT) CAS2018-72 MSS2018-48 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In this report we discuss learnings of a polynomial function approximation by a neural network with rectified linear units (ReLU), or parametric rectified linear units (PReLU). In addition we summarize a method to build a computing environment for deep learning. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Parametric rectified linear units / Neural Network / Polynomial function approximation / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 118, no. 295, CAS2018-72, pp. 105-110, Nov. 2018. |
Paper # |
CAS2018-72 |
Date of Issue |
2018-11-05 (CAS, 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) |
Download PDF |
CAS2018-72 MSS2018-48 |
Conference Information |
Committee |
MSS CAS IPSJ-AL |
Conference Date |
2018-11-12 - 2018-11-13 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
|
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
|
Paper Information |
Registration To |
CAS |
Conference Code |
2018-11-MSS-CAS-AL |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
On an approximated polynomial function by neural networks with parametric rectified linear units |
Sub Title (in English) |
|
Keyword(1) |
Parametric rectified linear units |
Keyword(2) |
Neural Network |
Keyword(3) |
Polynomial function approximation |
Keyword(4) |
|
Keyword(5) |
|
Keyword(6) |
|
Keyword(7) |
|
Keyword(8) |
|
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 |
4th Author's Affiliation |
Shonan Institute of Technology (SIT) |
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 |
2018-11-13 13:25:00 |
Presentation Time |
25 minutes |
Registration for |
CAS |
Paper # |
CAS2018-72, MSS2018-48 |
Volume (vol) |
vol.118 |
Number (no) |
no.295(CAS), no.296(MSS) |
Page |
pp.105-110 |
#Pages |
6 |
Date of Issue |
2018-11-05 (CAS, MSS) |
|