| Paper Abstract and Keywords |
| Presentation |
2007-01-26 15:20
Multilayered modular network for quick learning with reduction of resources in chaining environment
Yasuhiro Yamashita, Koichiro Yamauchi (Hokkaido Univ.) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
This paper proposes an online learning machine in a dynamic environment, into which the I/O relation is varied.
The learning machine is a multi layered modular network. This novel structure is for reduction of the resources even if the learning samples varied time to time.
Therefore, the multilayered structure enhances the reuse of each module for learning changing environment.
The performance of the proposal method is evaluated on the computer and is compared with the former methods.
The results suggenst that the proposal method is superior to the other former modular networks. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
modular network / chaining environment / online learning / resource reduction / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 106, no. 501, NC2006-113, pp. 75-80, Jan. 2007. |
| Paper # |
NC2006-113 |
| Date of Issue |
2007-01-19 (NC) |
| ISSN |
Print edition: ISSN 0913-5685 |
| Download PDF |
|
| Conference Information |
| Committee |
NC |
| Conference Date |
2007-01-25 - 2007-01-26 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Noboribetsu Manseikaku(Noboribetsu) |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Neural Network Image Restoration and General |
| Paper Information |
| Registration To |
NC |
| Conference Code |
2007-01-NC |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Multilayered modular network for quick learning with reduction of resources in chaining environment |
| Sub Title (in English) |
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| Keyword(1) |
modular network |
| Keyword(2) |
chaining environment |
| Keyword(3) |
online learning |
| Keyword(4) |
resource reduction |
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| 1st Author's Name |
Yasuhiro Yamashita |
| 1st Author's Affiliation |
Hokkaido University (Hokkaido Univ.) |
| 2nd Author's Name |
Koichiro Yamauchi |
| 2nd Author's Affiliation |
Hokkaido University (Hokkaido Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2007-01-26 15:20:00 |
| Presentation Time |
20 minutes |
| Registration for |
NC |
| Paper # |
NC2006-113 |
| Volume (vol) |
vol.106 |
| Number (no) |
no.501 |
| Page |
pp.75-80 |
| #Pages |
6 |
| Date of Issue |
2007-01-19 (NC) |