| Presentation | 2007-01-19 Application to Prediction Problem of Parallelized Neuron Networks in the Aircraft Shunsuke KOBAYAKAWA, Hirokazu YOKOI, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The hierarchical back-propagation networks over two outputs has total calculations using calculation results which are got independently by each output in calculations to change the weight and threshold of last middle layer at learning. This calculation process is a origin of cause of mutual interference to the learning for each output. And the independent learning for each output is carried out only in the output layer. Therefore this type is very disadvantageous to learn a nonlinear map of multi-output. We propose general parallelized neuron networks as a method for solving this problem and the application to the aircraft length system motion prediction system. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Parallelized / Neuron networks / Learning / Aircraft / Prediction |
| Paper # | SANE2006-126 |
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| Conference Information | |
| Committee | SANE |
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| Conference Date | 2007/1/12(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Space, Aeronautical and Navigational Electronics (SANE) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Application to Prediction Problem of Parallelized Neuron Networks in the Aircraft |
| Sub Title (in English) | |
| Keyword(1) | Parallelized |
| Keyword(2) | Neuron networks |
| Keyword(3) | Learning |
| Keyword(4) | Aircraft |
| Keyword(5) | Prediction |
| 1st Author's Name | Shunsuke KOBAYAKAWA |
| 1st Author's Affiliation | Graduate School of Life Science and Systems Engineering, Kyushu Institute of Technology() |
| 2nd Author's Name | Hirokazu YOKOI |
| 2nd Author's Affiliation | Graduate School of Life Science and Systems Engineering, Kyushu Institute of Technology |
| Date | 2007-01-19 |
| Paper # | SANE2006-126 |
| Volume (vol) | vol.106 |
| Number (no) | 471 |
| Page | pp.pp.- |
| #Pages | 3 |
| Date of Issue | |