| Presentation | 2014-05-24 Separation of artifacts mixed in the EEGs when eating with use of independent vector analysis (IVA) Shigeru TOMINAGA, Hisashi YOSHIDA, Noboru NAKASAKO, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In feeling estimation while eating by use of EEG, removing artifacts induced by principally masticatory muscular activities that contaminate EEG observations is a major hurdle. In our previous report, we found these artifacts to be convoluted, and removed them in two observed signals using FDICA, but in the case of multiple signals, it did not show satisfactory performance because of the permutation problem and enormous computation. In this report, we approach the problem through independent vector analysis (IVA), and removed artifacts in fifteen observed EEG signals, the basic activity of which was in the alpha wave range, while chewing gum and eating chocolate. Separation state was checked by time-frequency distribution and cross-correlation function between artifact components separated from both signals observed on the scalp and face. Further applications are expected, accommodating wide-ranging human subject, both while eating and taking oral locations of elements into account. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | eating / EEG / mastication / EMG / blind separation / independent vector analysis / IVA |
| Paper # | MBE2014-8 |
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| Conference Information | |
| Committee | MBE |
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| Conference Date | 2014/5/17(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) | Separation of artifacts mixed in the EEGs when eating with use of independent vector analysis (IVA) |
| Sub Title (in English) | |
| Keyword(1) | eating |
| Keyword(2) | EEG |
| Keyword(3) | mastication |
| Keyword(4) | EMG |
| Keyword(5) | blind separation |
| Keyword(6) | independent vector analysis |
| Keyword(7) | IVA |
| 1st Author's Name | Shigeru TOMINAGA |
| 1st Author's Affiliation | Confectionery R&D Labs., Meiji Co.Ltd.() |
| 2nd Author's Name | Hisashi YOSHIDA |
| 2nd Author's Affiliation | Biology-Oriented Science and Technology, Kinki University |
| 3rd Author's Name | Noboru NAKASAKO |
| 3rd Author's Affiliation | Biology-Oriented Science and Technology, Kinki University |
| Date | 2014-05-24 |
| Paper # | MBE2014-8 |
| Volume (vol) | vol.114 |
| Number (no) | 51 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |