| Presentation | 2007-06-14 A Design of the EEG feature detection and condition classification Junko MURAKAMI, Eriko YOKOMATSU, Shin-ichi ITO, Yasue MITSUKURA, Jiangting CAW, Minoru FUKUMI, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we classify the-smoking conditions(before smoking and after smoking) by using the EEG. Moreover, we extract frequency characteristic of conditions. First, we measure the EEG data for subjects by using the simple electroencephalograph. Then, the EEG feature is extracted by using the singular value decomposition (SVD). We classify and extract feature of the smoking conditions by using the fuzzy c-means (FCM). Then, in order to show the effectiveness of the proposed method, computer simulations are done. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | EEG / Fuzy Cmeans / Singular value decomposition / smoking |
| Paper # | NC2007-8 |
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| Committee | NC |
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| Conference Date | 2007/6/7(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) | A Design of the EEG feature detection and condition classification |
| Sub Title (in English) | |
| Keyword(1) | EEG |
| Keyword(2) | Fuzy Cmeans |
| Keyword(3) | Singular value decomposition |
| Keyword(4) | smoking |
| 1st Author's Name | Junko MURAKAMI |
| 1st Author's Affiliation | Bio Applications Systems Engineering, University of Agriculture and Techonology() |
| 2nd Author's Name | Eriko YOKOMATSU |
| 2nd Author's Affiliation | Bio Applications Systems Engineering, University of Agriculture and Techonology |
| 3rd Author's Name | Shin-ichi ITO |
| 3rd Author's Affiliation | Bio Applications Systems Engineering, University of Agriculture and Techonology |
| 4th Author's Name | Yasue MITSUKURA |
| 4th Author's Affiliation | Bio Applications Systems Engineering, University of Agriculture and Techonology |
| 5th Author's Name | Jiangting CAW |
| 5th Author's Affiliation | Technology, Saitama Institute of Technology |
| 6th Author's Name | Minoru FUKUMI |
| 6th Author's Affiliation | Institute of Technology and Science, The University of Tokushima |
| Date | 2007-06-14 |
| Paper # | NC2007-8 |
| Volume (vol) | vol.107 |
| Number (no) | 92 |
| Page | pp.pp.- |
| #Pages | 4 |
| Date of Issue | |