| Presentation | 2018-11-22 The comparison of the discrimination of the music preference using the frontal electroencephalogram (EEG) asymmetry and the EEG power Hirokazu Sadahisa, Yuya Tsuji, Kiyohisa Natsume, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The previous research of the frontal EEG asymmetry of mood and emotion has reported that the left frontal EEG activation relates the positive affect and the right frontal activation does the negative affect. In the present research, we studied whether the music preference was discriminated by using the frontal EEG asymmetry as a feature. The discrimination results were compared with those using EEG power in the frequency domain. We analyzed whether the frontal EEG power asymmetry ratio changed by like/dislike music, and the asymmetry ratio was used for the discrimination. The leave-one-out cross validation test was conducted using LDA and SVM. As a result, the frontal EEG asymmetry ratio could not discriminate the music preferences whereas the EEG power could do it on four or five subjects. Therefore, it suggests that it is difficult to discriminate the music preference using the frontal EEG asymmetry ratio. We should use the EEG power in frequency domains as a feature. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Electroencephalogram / Music Preference / Discrimination / Frequency Power / Frontal asymmetry |
| Paper # | MBE2018-49 |
| Date of Issue | 2018-11-15 (MBE) |
| Conference Information | |
| Committee | MBE / NC |
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| Conference Date | 2018/11/22(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Masaki Kyoso(TCU) / Yutaka Hirata(Chubu Univ.) |
| Vice Chair | Taishin Nomura(Osaka Univ.) / Hayaru Shouno(UEC) |
| Secretary | Taishin Nomura(Kindai Univ.) / Hayaru Shouno(Nagoya Univ.) |
| Assistant | Takumi Kobayashi(YNU) / Ｙａｓｕｙｕｋｉ Ｓｕｚｕｋｉ(Osaka Univ.) / Keiichiro Inagaki(Chubu Univ.) / Takashi Shinozaki(NICT) |
| Paper Information | |
| Registration To | Technical Committee on ME and Bio Cybernetics / Technical Committee on Neurocomputing |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | The comparison of the discrimination of the music preference using the frontal electroencephalogram (EEG) asymmetry and the EEG power |
| Sub Title (in English) | |
| Keyword(1) | Electroencephalogram |
| Keyword(2) | Music Preference |
| Keyword(3) | Discrimination |
| Keyword(4) | Frequency Power |
| Keyword(5) | Frontal asymmetry |
| 1st Author's Name | Hirokazu Sadahisa |
| 1st Author's Affiliation | Kyushu Institute of Technology(KIT) |
| 2nd Author's Name | Yuya Tsuji |
| 2nd Author's Affiliation | Kyushu Institute of Technology(KIT) |
| 3rd Author's Name | Kiyohisa Natsume |
| 3rd Author's Affiliation | Kyushu Institute of Technology(KIT) |
| Date | 2018-11-22 |
| Paper # | MBE2018-49 |
| Volume (vol) | vol.118 |
| Number (no) | MBE-321 |
| Page | pp.pp.65-70(MBE), |
| #Pages | 6 |
| Date of Issue | 2018-11-15 (MBE) |