| Presentation | 2013-01-24 Study of quasi-Newton Training Algorithm on Parallel Distributed Environment Makoto SAIKI, Yoshihiko SAKASHITA, Hiroshi NINOMIYA, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper descnbes the feasibility of quasi-Newton method for training feedforward neural networks on the parallel distnbuted environment. Recently, we have to deal with large data in machine learning. Parallel distnbuted environment is one of the means to solve this problem. Most of the learning method with huge samples are based on the first order gradient algonthms. The quasi-Newton method is one of the most effective method to training feed forward neural networks. This study venfy practiced effectiveness method through computer simulations. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | neural networks / quasi-Newton method / back-propagation method / parallel distnbuted environment |
| Paper # | NLP2012-111,NC2012-101 |
| Date of Issue |
| Conference Information | |
| Committee | NLP |
|---|---|
| Conference Date | 2013/1/17(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | Nonlinear Problems (NLP) |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Study of quasi-Newton Training Algorithm on Parallel Distributed Environment |
| Sub Title (in English) | |
| Keyword(1) | neural networks |
| Keyword(2) | quasi-Newton method |
| Keyword(3) | back-propagation method |
| Keyword(4) | parallel distnbuted environment |
| 1st Author's Name | Makoto SAIKI |
| 1st Author's Affiliation | Department of information Science, Faculty of Engineering() |
| 2nd Author's Name | Yoshihiko SAKASHITA |
| 2nd Author's Affiliation | Department of information Science, Faculty of Engineering |
| 3rd Author's Name | Hiroshi NINOMIYA |
| 3rd Author's Affiliation | Department of information Science, Faculty of Engineering |
| Date | 2013-01-24 |
| Paper # | NLP2012-111,NC2012-101 |
| Volume (vol) | vol.112 |
| Number (no) | 389 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |