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Paper Abstract and Keywords
Presentation 2005-11-18 15:50
Time Series Analysis of Chaos Neural Network Output -- Randomness and Fractal Dimensions --
Osamu Ohira (Iwate Univ.), Yasutaka Nihei (Shinko Electric Co.,Ltd), Takahiro Nakanishi, Hitoaki Yoshida (Iwate Univ.)
Abstract (in Japanese) (See Japanese page) 
(in English) We have been reported on the chaos neural network (CNN) which consists of normal neurons and can generate chaotic outputs. In this paper, we eports time series analysis on higher bits and lower bits of fixed decimal utputs from CNN as independent time series, respectively. Result of analysis suggests that time series of the lower bits has randomness, and that of he higher bits has deterministic and fractal property.
Keyword (in Japanese) (See Japanese page) 
(in English) chaos / neural network / time series analysis / fractal / random number / / /  
Reference Info. IEICE Tech. Rep., vol. 105, no. 416, NLP2005-68, pp. 37-42, Nov. 2005.
Paper # NLP2005-68 
Date of Issue 2005-11-11 (NLP) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
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Conference Information
Committee NLP  
Conference Date 2005-11-18 - 2005-11-19 
Place (in Japanese) (See Japanese page) 
Place (in English) Kyushu Institute of Technology 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Special session and general. Subject of special session is ``Randomness and prediction---from fundamentals to applications''. 
Paper Information
Registration To NLP 
Conference Code 2005-11-NLP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Time Series Analysis of Chaos Neural Network Output 
Sub Title (in English) Randomness and Fractal Dimensions 
Keyword(1) chaos  
Keyword(2) neural network  
Keyword(3) time series analysis  
Keyword(4) fractal  
Keyword(5) random number  
1st Author's Name Osamu Ohira  
1st Author's Affiliation Iwate University (Iwate Univ.)
2nd Author's Name Yasutaka Nihei  
2nd Author's Affiliation Shinko Electric Co.,Ltd (Shinko Electric Co.,Ltd)
3rd Author's Name Takahiro Nakanishi  
3rd Author's Affiliation Iwate University (Iwate Univ.)
4th Author's Name Hitoaki Yoshida  
4th Author's Affiliation Iwate University (Iwate Univ.)
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Date Time 2005-11-18 15:50:00 
Presentation Time 25 
Registration for NLP 
Paper # IEICE-NLP2005-68 
Volume (vol) IEICE-105 
Number (no) no.416 
Page pp.37-42 
#Pages IEICE-6 
Date of Issue IEICE-NLP-2005-11-11 

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