| Paper Abstract and Keywords |
| Presentation |
2007-01-17 10:20
Learning Algorithm of Neural Networks using Bi-directional Function and Its Applications
Yoshifumi Inoue (Toyama Univ.), Hiroki Tamura, Koichi Tanno (Miyazaki Univ.), Kazuya Yamashita, Masahiro Ishii, Masaaki Toudou (Toyama Univ.) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
Wakuya and Zurada proposed Bi-directional computation style. It is effective to the time series forecast. The local linear wavelet neural network is an improvement of wavelet network. In this paper, we attempt to predict sunspots, Mackey-Glass time series and earthquake prediction using a local linear wavelet neural network. Furthermore, we propose a learning algorithm using bi-directional function. The simulation results show the effectiveness of the proposed method. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Time Series Forecast / Bi-directional / Local Linear Wavelet Neural Network / Sunspot / Mackey-Glass / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 106, no. 451, NLP2006-112, pp. 9-13, Jan. 2007. |
| Paper # |
NLP2006-112 |
| Date of Issue |
2007-01-10 (NLP) |
| ISSN |
Print edition: ISSN 0913-5685 |
| Download PDF |
|
| Conference Information |
| Committee |
NLP |
| Conference Date |
2007-01-17 - 2007-01-18 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
|
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
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| Paper Information |
| Registration To |
NLP |
| Conference Code |
2007-01-NLP |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Learning Algorithm of Neural Networks using Bi-directional Function and Its Applications |
| Sub Title (in English) |
|
| Keyword(1) |
Time Series Forecast |
| Keyword(2) |
Bi-directional |
| Keyword(3) |
Local Linear Wavelet Neural Network |
| Keyword(4) |
Sunspot |
| Keyword(5) |
Mackey-Glass |
| Keyword(6) |
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| Keyword(7) |
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| Keyword(8) |
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| 1st Author's Name |
Yoshifumi Inoue |
| 1st Author's Affiliation |
University of TOYAMA (Toyama Univ.) |
| 2nd Author's Name |
Hiroki Tamura |
| 2nd Author's Affiliation |
University of MIYAZAKI (Miyazaki Univ.) |
| 3rd Author's Name |
Koichi Tanno |
| 3rd Author's Affiliation |
University of MIYAZAKI (Miyazaki Univ.) |
| 4th Author's Name |
Kazuya Yamashita |
| 4th Author's Affiliation |
University of TOYAMA (Toyama Univ.) |
| 5th Author's Name |
Masahiro Ishii |
| 5th Author's Affiliation |
University of TOYAMA (Toyama Univ.) |
| 6th Author's Name |
Masaaki Toudou |
| 6th Author's Affiliation |
University of TOYAMA (Toyama Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2007-01-17 10:20:00 |
| Presentation Time |
25 minutes |
| Registration for |
NLP |
| Paper # |
NLP2006-112 |
| Volume (vol) |
vol.106 |
| Number (no) |
no.451 |
| Page |
pp.9-13 |
| #Pages |
5 |
| Date of Issue |
2007-01-10 (NLP) |