| Presentation | 2005-12-09 An Application of Fuzzy Neural Network to Analysis of Acceleration Plethysmogram Eikou GONDA, Hitoshi MIYATA, Yoshio MANIWA, Masaaki OHKITA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The signals of acceleration plethysmogram chaos are obtained as a fingertip content pulse wave detected by an optical sensor. The values for chaotic analysis are calculated by the trajectory parallel measure method and the recurrence plot method. But these values cannot capture the waveform of chaotic attractor exactly. In this paper, the authors propose a method of applying fuzzy neural network to taking the waveform information. This method uses acceleration plethysmogram as an analysis model. In addition, the authors take the values of the waveform out of the modeling data as a vector, and classify the data of plethysmogram using self-organizing map. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | optimization of fuzzy reasoning / selecting of shapes of membership functions / genetic algorithm / self-organizing map / chaos / acceleration plethysmogram |
| Paper # | NC2005-82 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 2005/12/2(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) | An Application of Fuzzy Neural Network to Analysis of Acceleration Plethysmogram |
| Sub Title (in English) | |
| Keyword(1) | optimization of fuzzy reasoning |
| Keyword(2) | selecting of shapes of membership functions |
| Keyword(3) | genetic algorithm |
| Keyword(4) | self-organizing map |
| Keyword(5) | chaos |
| Keyword(6) | acceleration plethysmogram |
| 1st Author's Name | Eikou GONDA |
| 1st Author's Affiliation | Yonago National College of Technology() |
| 2nd Author's Name | Hitoshi MIYATA |
| 2nd Author's Affiliation | Yonago National College of Technology |
| 3rd Author's Name | Yoshio MANIWA |
| 3rd Author's Affiliation | Oya Research Institute of Advanced Health Science |
| 4th Author's Name | Masaaki OHKITA |
| 4th Author's Affiliation | Faculty of Engineering, Tottori University |
| Date | 2005-12-09 |
| Paper # | NC2005-82 |
| Volume (vol) | vol.105 |
| Number (no) | 457 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |