| Presentation | 2005/11/11 Time Series Analysis of Chaos Neural Network Output Randomness and Fractal Dimensions Osamu OHIRA, Yasutaka NIHEI, Takahiro NAKANISHI, Hitoaki YOSHIDA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(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 reports time series analysis on higher bits and lower bits of fixed decimal outputs from CNN as independent time series, respectively. Result of analysis suggests that time series of the lower bits has randomness, and that of the higher bits has deterministic and fractal property. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | chaos / neural network / time series analysis / fractal / random number |
| Paper # | NLP2005-68,NC2005-60 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 2005/11/11(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) | Time Series Analysis of Chaos Neural Network Output Randomness and Fractal Dimensions |
| Sub Title (in English) | |
| 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 | Graduate School of Computer and Informaition Sciences, Iwate University() |
| 2nd Author's Name | Yasutaka NIHEI |
| 2nd Author's Affiliation | Shinko Electric Co., Ltd. |
| 3rd Author's Name | Takahiro NAKANISHI |
| 3rd Author's Affiliation | Super Computing and Information Sciences Center Iwate University |
| 4th Author's Name | Hitoaki YOSHIDA |
| 4th Author's Affiliation | Super Computing and Information Sciences Center Iwate University |
| Date | 2005/11/11 |
| Paper # | NLP2005-68,NC2005-60 |
| Volume (vol) | vol.105 |
| Number (no) | 418 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |