| Presentation | 2016-06-17 Decoding of Rhythm Imagery from EEG Haruki Okawa, Kaori Suefusa, Toshihisa Tanaka, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Rhythm is one element of music. Related works reported that brain activity under the presentation of auditory rhythmic stimulus synchronizes with perceived rhythm. However, whether brain activity during rhythm imagery without any auditory stimulus synchronizes with imagined rhythm has not been revealed. In this paper, to investigate neural entrainment toimagined rhythm during rhythm imagery, we recorded electroencephalogram (EEG) while subjects imagined 3 types of rhythm in the state of being presented no sound and analyzed amplitude spectra of EEG. As a result, we found that a periodic EEG response at imagined rhythm frequency was observed in the amplitude spectrum. Furthermore, we extracted features from EEG by using canonical correlation analysis (CCA) and made an experiment to distinguish among the 3 types of imagined rhythm from EEG individually. The result showed that accuracy exceeded chance level in all subjects. We found that when subjects imagined rhythm under the condition that subjects were not presented any sound, a periodic EEG response at imagined rhythm frequency was observed. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Rhythm perception / Electroencephalogram / Event Related Potential / Discrete Fourier Transform / Canonical Correlation Analysis |
| Paper # | CAS2016-30,VLD2016-36,SIP2016-64,MSS2016-30 |
| Date of Issue | 2016-06-09 (CAS, VLD, SIP, MSS) |
| Conference Information | |
| Committee | VLD / CAS / MSS / SIP |
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| Conference Date | 2016/6/16(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Hirosaki Shiritsu Kanko-kan |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | System, signal processing and related topics |
| Chair | Takashi Takenana(NEC) / Toshihiko Takahashi(Niigata Univ.) / Satoshi Yamane(Kanazawa Univ.) / Makoto Nakashizuka(Chiba Inst. of Tech.) |
| Vice Chair | Hiroyuki Ochi(Ritsumeikan Univ.) / Mitsuru Hiraki(Renesas) / Morikazu Nakamura(Univ. of Ryukyus) / Masahiro Okuda(Univ. of Kitakyushu) / Shogo Muramatsu(Niigata Univ.) |
| Secretary | Hiroyuki Ochi(Fujitsu Labs.) / Mitsuru Hiraki(Hiroshima City Univ.) / Morikazu Nakamura(Tohoku Univ.) / Masahiro Okuda(Renesas) / Shogo Muramatsu(Yamaguchi Univ.) |
| Assistant | Parizy Matthieu(Fujitsu Labs.) / Toshihiro Tachibana(Shonan Inst. of Tech.) / Yohei Nakamura(Hitachi) / Hideki Kinjo(Okinawa Univ.) / Osamu Watanabe(Takushoku Univ.) |
| Paper Information | |
| Registration To | Technical Committee on VLSI Design Technologies / Technical Committee on Circuits and Systems / Technical Committee on Mathematical Systems Science and its applications / Technical Committee on Signal Processing |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Decoding of Rhythm Imagery from EEG |
| Sub Title (in English) | |
| Keyword(1) | Rhythm perception |
| Keyword(2) | Electroencephalogram |
| Keyword(3) | Event Related Potential |
| Keyword(4) | Discrete Fourier Transform |
| Keyword(5) | Canonical Correlation Analysis |
| 1st Author's Name | Haruki Okawa |
| 1st Author's Affiliation | Tokyo University of Agriculture and Technology(TUAT) |
| 2nd Author's Name | Kaori Suefusa |
| 2nd Author's Affiliation | Tokyo University of Agriculture and Technology(TUAT) |
| 3rd Author's Name | Toshihisa Tanaka |
| 3rd Author's Affiliation | Tokyo University of Agriculture and Technology(TUAT) |
| Date | 2016-06-17 |
| Paper # | CAS2016-30,VLD2016-36,SIP2016-64,MSS2016-30 |
| Volume (vol) | vol.116 |
| Number (no) | CAS-93,VLD-94,SIP-95,MSS-96 |
| Page | pp.pp.161-166(CAS), pp.161-166(VLD), pp.161-166(SIP), pp.161-166(MSS), |
| #Pages | 6 |
| Date of Issue | 2016-06-09 (CAS, VLD, SIP, MSS) |