Decoding perceptual and cognitive information from multi-dimensional EEG data
| Project/Area Number |
26240043
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| Research Category |
Grant-in-Aid for Scientific Research (A)
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| Allocation Type | Single-year Grants |
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| Section | 一般 |
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| Research Field |
Kansei informatics
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| Research Institution | Toyohashi University of Technology |
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Principal Investigator |
Shigeki Nakauchi 豊橋技術科学大学, 工学(系)研究科(研究院), 教授 (00252320)
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| Co-Investigator(Kenkyū-buntansha) |
南 哲人 豊橋技術科学大学, エレクトロニクス先端融合研究所, 准教授 (70415842)
東 広志 豊橋技術科学大学, 工学(系)研究科(研究院), 助教 (70734474)
北崎 充晃 豊橋技術科学大学, 工学(系)研究科(研究院), 教授 (90292739)
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| Project Period (FY) |
2014-04-01 – 2018-03-31
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| Project Status |
Completed (Fiscal Year 2017)
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| Budget Amount *help |
¥42,120,000 (Direct Cost: ¥32,400,000、Indirect Cost: ¥9,720,000)
Fiscal Year 2017: ¥8,450,000 (Direct Cost: ¥6,500,000、Indirect Cost: ¥1,950,000)
Fiscal Year 2016: ¥9,880,000 (Direct Cost: ¥7,600,000、Indirect Cost: ¥2,280,000)
Fiscal Year 2015: ¥13,520,000 (Direct Cost: ¥10,400,000、Indirect Cost: ¥3,120,000)
Fiscal Year 2014: ¥10,270,000 (Direct Cost: ¥7,900,000、Indirect Cost: ¥2,370,000)
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| Keywords | 脳情報デコーディング / 認知状態推定 / 感性価値判断 / 脳波 / 瞳孔 / SSVEP / 顔らしさ / 視認性 / グレア錯視 / 有効視野 / 注意 / 顔色 / 表情 / 理解度 / ベータ帯 |
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| Outline of Final Research Achievements |
In this research, we extract perception and sensibility information such as visibility, image comprehension degree, sensibility value judgment such as taste and appeal, etc. from brain waves. Using EEG, SSVEP, pupil diameter, we succeeded in extracting sensibility information such as inspiration, visibility, brightness perception, face likeness perception and so on.
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Report
(5 results)
Research Products
(45 results)
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[Presentation] Spatial smoothing of canonical correlation analysis for steady-state visual evoked potential based brain machine interface2016
Author(s)
Ryu, S., Higashi, H., Tanaka, T., Nakauchi, S., Minami, T.
Organizer
Engineering of medicine and Biology Society
Place of Presentation
Orland, USA
Year and Date
2016-08-16
Related Report
Int'l Joint Research
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[Presentation] Mismatch between perception and neural response in glare illusion2016
Author(s)
Suzuki, Y., Shinkai, T., Higashi, H., Minami, T., Nakauchi, S.
Organizer
Vision Sciences Society 16th Annual Meeting
Place of Presentation
St. Pete Beach, USA
Year and Date
2016-05-13
Related Report
Int'l Joint Research
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[Presentation] SSVEP modulation is caused by UFOV performance2015
Author(s)
Sasaki, G., Minami, T., Nakauchi, S.
Organizer
Annual Conference on Clinical Neurophysiology and NeuroImaging 2015 - Joint Meeting of ECNS, ISNIP and ISBET
Place of Presentation
Munich, Germany
Year and Date
2015-09-09
Related Report
Int'l Joint Research
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