| Presentation | 1994/10/13 Adaptive Conjugate Gradient Algorithm and its application to BP learning Masayuki Gotoh, Nobuhiko Tawara, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | BP learning algorithm from Conjugate Gradient Method is effective method for high speed learning,However,in this method, problem which it depends on an initial setting of network parameter values should be mentioned.We,therefore,propose a learning algorithm with high accuracy based on Conjugate Gradient Method.The algorithm is based on "improved formiula" to create a conjugate direction and can search adapting parameter j.We call the proposed algorithm "Adaptive Conjugate Gradient algorithm. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Conjugate Gradient Method / Nonlinear programming / Backpropagation / Neural Networks |
| Paper # | NC94-37 |
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| Committee | NC |
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| Conference Date | 1994/10/13(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Neurocomputing (NC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Adaptive Conjugate Gradient Algorithm and its application to BP learning |
| Sub Title (in English) | |
| Keyword(1) | Conjugate Gradient Method |
| Keyword(2) | Nonlinear programming |
| Keyword(3) | Backpropagation |
| Keyword(4) | Neural Networks |
| 1st Author's Name | Masayuki Gotoh |
| 1st Author's Affiliation | Department of IE and Management,School of Science and Engineering, Waseda University() |
| 2nd Author's Name | Nobuhiko Tawara |
| 2nd Author's Affiliation | Department of Industrial Engineering,Faculty of Engineering, Musashi Institute of Technology |
| Date | 1994/10/13 |
| Paper # | NC94-37 |
| Volume (vol) | vol.94 |
| Number (no) | 272 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |