| Presentation | 1995/7/22 The Application of Neural Networks for Measurement of Jaw Movements Using Magnetic Fields Masatake Akutagawa, Yohsuke Kinouchi, Hirofumi Nagashino, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Measurement using magnetic fields is one of the most useful methods to guage the movement of a living body. Estimation of the position and direction of a magnet attached to a jaw employing flux density distribution is an inverse problem. Normally, analytical methods are used to solve these problems, but they need a lot of calculation. In this paper, the authors apply the back propagation neural networks to solve this inverse problem. As a result of computer simulations under the condition of real measurement of jaw movements, we obtain an average accuracy reading of 0.038mm and 0.024° for position and angle error respectively |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | jaw movement / magnetic measurement / neural network / inverse problem |
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| Conference Information | |
| Committee | MBE |
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| Conference Date | 1995/7/22(1days) |
| Place (in Japanese) | (See Japanese page) |
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| Topics (in Japanese) | (See Japanese page) |
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| Registration To | ME and Bio Cybernetics (MBE) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | The Application of Neural Networks for Measurement of Jaw Movements Using Magnetic Fields |
| Sub Title (in English) | |
| Keyword(1) | jaw movement |
| Keyword(2) | magnetic measurement |
| Keyword(3) | neural network |
| Keyword(4) | inverse problem |
| 1st Author's Name | Masatake Akutagawa |
| 1st Author's Affiliation | Dept. of Electrical and Electronic Engineering, Faculty of Engineering, the Univ. of Tokushima() |
| 2nd Author's Name | Yohsuke Kinouchi |
| 2nd Author's Affiliation | Dept. of Electrical and Electronic Engineering, Faculty of Engineering, the Univ. of Tokushima |
| 3rd Author's Name | Hirofumi Nagashino |
| 3rd Author's Affiliation | Dept. of Electrical and Electronic Engineering, Faculty of Engineering, the Univ. of Tokushima |
| Date | 1995/7/22 |
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| Volume (vol) | vol.95 |
| Number (no) | 177 |
| Page | pp.pp.- |
| #Pages | 8 |
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