Development of BMI based on synchonization of brain activity and verbal commnication in daily life
| Project/Area Number |
26730146
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| Research Category |
Grant-in-Aid for Young Scientists (B)
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| Allocation Type | Multi-year Fund |
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| Research Field |
Kansei informatics
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| Research Institution | Advanced Telecommunications Research Institute International |
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Principal Investigator |
Ogawa Takeshi 株式会社国際電気通信基礎技術研究所, 脳情報通信総合研究所, 主任研究員 (10614323)
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| Research Collaborator |
KANEMURA Atsunori 国立研究開発法人産業技術総合研究所, 人間情報研究部門, 研究員
KAWANABE Motoaki 株式会社国際電気通信基礎技術研究所, 脳情報通信総合研究所, 主幹研究員
MORIYA Hiroki 株式会社国際電気通信基礎技術研究所, 脳情報通信総合研究所, 研究員
CELIKKANAT Hande ヘルシンキ大学, 理学部, 博士研究員
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| Project Period (FY) |
2014-04-01 – 2017-03-31
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| Project Status |
Completed (Fiscal Year 2016)
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| Budget Amount *help |
¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2016: ¥520,000 (Direct Cost: ¥400,000、Indirect Cost: ¥120,000)
Fiscal Year 2015: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2014: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
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| Keywords | ブレイン・マシン・インタフェース / 携帯型脳活動計測 / 実環境 / 脳波 / 近赤外分光計測 / 機械学習 / 信号処理 / BMI / NIRS / データベース / 生活支援 / 脳計測 / コミュニケーション / 複数人 |
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| Outline of Final Research Achievements |
This study is to develop a brain machine interface (BMI) to support communication from oscillatory brain activity and conversation between residents in daily-life environment. In order to achieve this purpose, I need to record brain activity by using wearable brain measurement device and human behavior including daily actions and conversation. Based on these information, I developed real-environment BMI which serve proper situation for user's request. In addition, I developed methodology to extract spatial-temporal patterns from brain activity which contains low information due to small amount of sensors.
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Report
(4 results)
Research Products
(16 results)
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[Journal Article] Learning a common dictionary for subject-transfer decoding with resting calibration2015
Author(s)
Morioka, H., Kanemura, A., Hirayama, J., Shikauchi, M., Ogawa, T., Ikeda, S., Kawanabe, M., and Ishii, S.
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Journal Title
NeuroImage
Volume: 111
Pages: 167-178
DOI
Related Report
Peer Reviewed / Acknowledgement Compliant
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[Presentation] Decoding daily behaviors from NIRS signatures by using a portable NIRS device in the daily-life environment2014
Author(s)
Ogawa T, Gupta KP, Yano K, Abdur-Rahim JA, Morioka H, Hirayama J, Yamaguchi S, Ishikawa A, Inoue Y, Kawanabe M, Ishii S
Organizer
Society for Neuroscience 2014
Place of Presentation
Washington DC, USA
Year and Date
2014-11-15 – 2014-11-19
Related Report
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[Presentation] Decoding daily-life behavioral signatures in the real environment: portable NIRS signal using behavior labels2014
Author(s)
Ogawa T, Gupta KP, Yano K, Abdur-Rahim JA, Morioka H, Hirayama J, Yamaguchi S, Ishikawa A, Inoue Y, Kawanabe M, Ishii S
Organizer
37th Annual Meeting of the Japan Neuroscience Society
Place of Presentation
パシフィコ横浜（神奈川県）
Year and Date
2014-09-11 – 2014-09-13
Related Report
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