| Presentation | 1995/9/29 Evaluation of Fractal Dimensions of EEG Based on the Singular Value Decomposition Method Koki KOMORI, Masahiro NAKAGAWA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this report we examine the attractors of the time sequential EEG data based on the single and multi channel reconstruction schemes. To analyze these attractors, we apply the Singular Value Decomposition (SVD) method. In practice. we choose certain characteristic axes, corresponding to the large characteristic value which involve certain characteristic information of EEG signal, to accomplish the inverse transformation. For comparison, we introduce the Karhunen-Loeve transformation to be applied to filtering. That is, we evaluate the correlation dimensions of the reconstructed data which retains the proper components of EEG. As a result of these analyses by means of the SDV method, the local fractal dimensions were evaluated through the single channel reconstruction for some lead points, whereas the global fractal dimensions were derived from the multi channel reconstruction. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | EEG / Singular Value Decomposition / Correlation Dimension / Fractal |
| Paper # | MBE95-71 |
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| Conference Information | |
| Committee | MBE |
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| Conference Date | 1995/9/29(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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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) | Evaluation of Fractal Dimensions of EEG Based on the Singular Value Decomposition Method |
| Sub Title (in English) | |
| Keyword(1) | EEG |
| Keyword(2) | Singular Value Decomposition |
| Keyword(3) | Correlation Dimension |
| Keyword(4) | Fractal |
| 1st Author's Name | Koki KOMORI |
| 1st Author's Affiliation | Department of Electrical Engineering, Faculty of Engineering, Nagaoka University of Technology() |
| 2nd Author's Name | Masahiro NAKAGAWA |
| 2nd Author's Affiliation | Department of Electrical Engineering, Faculty of Engineering, Nagaoka University of Technology |
| Date | 1995/9/29 |
| Paper # | MBE95-71 |
| Volume (vol) | vol.95 |
| Number (no) | 285 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |