A study of the neural mechanism of attention : Multidimensional biological signal analysis of simultaneously measured fixation eye movements, NIRS, and EEG
| Project/Area Number |
26420401
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| Research Category |
Grant-in-Aid for Scientific Research (C)
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| Allocation Type | Multi-year Fund |
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| Section | 一般 |
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| Research Field |
Measurement engineering
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| Research Institution | Kindai University |
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Principal Investigator |
KOHAMA Takeshi 近畿大学, 生物理工学部, 准教授 (90295577)
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| Co-Investigator(Kenkyū-buntansha) |
吉田 久 近畿大学, 生物理工学部, 教授 (50278735)
吉川 昭 近畿大学, 生物理工学部, 研究員 (30075329)
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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 |
¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Fiscal Year 2016: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2015: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2014: ¥2,600,000 (Direct Cost: ¥2,000,000、Indirect Cost: ¥600,000)
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| Keywords | 視覚的注意 / 固視微動 / 近赤外分光法（NIRS） / 独立成分分析 / ドリフト眼球運動 / マイクロサッカード / 多次元生体信号解析 / 視覚認知 / 注意機構 / fNIRS計測 / 生体信号解析 / 注意 / 神経機構 / 脳機能計測 / NIRS / 脳波 |
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| Outline of Final Research Achievements |
The purpose of this study is to elucidate the information processing mechanism in visual attention system of brain. We analyzed involuntary fixation eye movements to quantify the degree of focal attention, and near-infrared spectroscopy (NIRS) signal to establish an objective monitoring method of the attention control system. As results from the experiments conducted in this study, we obtained a signal processing technique for extracting microsaccades with high accuracy and a mathematical model necessary for drift eye movement analysis. Moreover, we constituted experiment conditions suitable for brain function measurement by NIRS and its signal processing methods to avoid various artifacts. These results suggest that measurement techniques to elucidate the neural mechanism of attention were confirmed.
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Report
(4 results)
Research Products
(50 results)
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[Presentation] A microsaccadic latency analysis of the amblyopic eye2015
Author(s)
Yuji Kanoh, Takeshi Kohama, Kumi Shirai, Yuma Nakai, Hiroko Tanaka, Hisashi Yoshida, Shizuya Saika
Organizer
The 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'15)
Place of Presentation
Milano Conference Center, Milan, Italy
Year and Date
2015-08-25
Related Report
Int'l Joint Research
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