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Paper Abstract and Keywords
Presentation 2005-12-09 13:25
An Application of Fuzzy Neural Network to Analysis of Acceleration Plethysmogram
Eikou Gonda, Hitoshi Miyata (Yonago National College of Technology), Yoshio Maniwa (Oya Research Institute of Advanced Health Science), Masaaki Ohkita (Tottori Univ.)
Abstract (in Japanese) (See Japanese page) 
(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) 
(in English) optimization of fuzzy reasoning / selecting of shapes of membership functions / genetic algorithm / self-organizing map / chaos / acceleration plethysmogram / /  
Reference Info. IEICE Tech. Rep., vol. 105, no. 457, NC2005-82, pp. 7-12, Dec. 2005.
Paper # NC2005-82 
Date of Issue 2005-12-02 (NC) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
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Conference Information
Committee MBE NC  
Conference Date 2005-12-09 - 2005-12-09 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English) General 
Paper Information
Registration To NC 
Conference Code 2005-12-MBE-NC 
Language Japanese 
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 (Yonago National College of Technology)
2nd Author's Name Hitoshi Miyata  
2nd Author's Affiliation Yonago National College of Technology (Yonago National College of Technology)
3rd Author's Name Yoshio Maniwa  
3rd Author's Affiliation Oya Research Institute of Advanced Health Science (Oya Research Institute of Advanced Health Science)
4th Author's Name Masaaki Ohkita  
4th Author's Affiliation Tottori University (Tottori Univ.)
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Date Time 2005-12-09 13:25:00 
Presentation Time 25 
Registration for NC 
Paper # IEICE-NC2005-82 
Volume (vol) IEICE-105 
Number (no) no.457 
Page pp.7-12 
#Pages IEICE-6 
Date of Issue IEICE-NC-2005-12-02 

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