Paper Abstract and Keywords |
Presentation |
2019-12-20 14:15
Estimation of $q$-value of $q$-normal distribution through CNN Yukito Miyakawa, Ryosuke Hosaka, Masaru Tanaka (Fukuoka Univ.) PRMU2019-58 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
It is usually assumed that the given data follow a normal distribution or $t$ distribution for the sake of simplicity.The normal distribution can be assumed by the law of large numbers and the central limit theorem, but the support is non-compact.Because the actual data is in a finite range, the support that the data is supposed to follow does not have to be non-compact.In other words, the support of probability distributions assumed in real data is compact.We focus on the $q$-normal distribution, which is compact and close to the normal distribution.If the value of $q$ can be estimated from the distribution of data, a more appropriate probability distribution can be proposed than the normal distribution.In this paper, we report an experiment to estimate the value of $q$ from the distribution of data through the convolutional neural network. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
$q$-normal distribution / convolutional neural network / / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 119, no. 347, PRMU2019-58, pp. 75-80, Dec. 2019. |
Paper # |
PRMU2019-58 |
Date of Issue |
2019-12-12 (PRMU) |
ISSN |
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 |
PRMU2019-58 |
Conference Information |
Committee |
PRMU |
Conference Date |
2019-12-19 - 2019-12-20 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
|
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
|
Paper Information |
Registration To |
PRMU |
Conference Code |
2019-12-PRMU |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Estimation of $q$-value of $q$-normal distribution through CNN |
Sub Title (in English) |
|
Keyword(1) |
$q$-normal distribution |
Keyword(2) |
convolutional neural network |
Keyword(3) |
|
Keyword(4) |
|
Keyword(5) |
|
Keyword(6) |
|
Keyword(7) |
|
Keyword(8) |
|
1st Author's Name |
Yukito Miyakawa |
1st Author's Affiliation |
Fukuoka University (Fukuoka Univ.) |
2nd Author's Name |
Ryosuke Hosaka |
2nd Author's Affiliation |
Fukuoka University (Fukuoka Univ.) |
3rd Author's Name |
Masaru Tanaka |
3rd Author's Affiliation |
Fukuoka University (Fukuoka Univ.) |
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 |
2019-12-20 14:15:00 |
Presentation Time |
15 minutes |
Registration for |
PRMU |
Paper # |
PRMU2019-58 |
Volume (vol) |
vol.119 |
Number (no) |
no.347 |
Page |
pp.75-80 |
#Pages |
6 |
Date of Issue |
2019-12-12 (PRMU) |
|