| Presentation | 1993/6/25 A stationary analysis of electroencephalographic potentials with KM_2O-Langevin equations. Sanae Kimoto, Tohru Ikeguchi, Takeshi Matozaki, Kazuyuki Aihara, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In the application of several methods on time series analysis, the observed real data is assumed to be stationary.However,this assumption is very dangerous from the view point of the application to the real data.Recently,the method of stationary test with KM_2O-Langevin equations has been proposed on the theory of stochastic process.A contradiction of the stationary test was confirmed for a longer time series by applying the conventional criteria.We have been improving the criteria of the stationary test which is consistent with the results of the application to the longer time series,and proposed the estimation of the continuous stationary function.In this paper,we apply the theory of this estimation to the time series from the real data of EEG which are mesured under the difference states. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Stationarity / KM_2O-Langevin equations / Time Series Analysis / Electroencephalographic Potentials. / Deterministic Dynamical Systems. |
| Paper # | MBE93-43 |
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| Conference Information | |
| Committee | MBE |
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| Conference Date | 1993/6/25(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| 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) | A stationary analysis of electroencephalographic potentials with KM_2O-Langevin equations. |
| Sub Title (in English) | |
| Keyword(1) | Stationarity |
| Keyword(2) | KM_2O-Langevin equations |
| Keyword(3) | Time Series Analysis |
| Keyword(4) | Electroencephalographic Potentials. |
| Keyword(5) | Deterministic Dynamical Systems. |
| 1st Author's Name | Sanae Kimoto |
| 1st Author's Affiliation | Department of Applied Electronics,Faculty of Industrial Science and Technology,Science University of Tokyo() |
| 2nd Author's Name | Tohru Ikeguchi |
| 2nd Author's Affiliation | Department of Applied Electronics,Faculty of Industrial Science and Technology,Science University of Tokyo |
| 3rd Author's Name | Takeshi Matozaki |
| 3rd Author's Affiliation | Department of Applied Electronics,Faculty of Industrial Science and Technology,Science University of Tokyo |
| 4th Author's Name | Kazuyuki Aihara |
| 4th Author's Affiliation | Department of Mathematical Engineering and Information Physics, Faculty of Engineering,University of Tokyo. |
| Date | 1993/6/25 |
| Paper # | MBE93-43 |
| Volume (vol) | vol.93 |
| Number (no) | 118 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |