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Recognition of Hemodynamic Responses for Mental Arithmetic Using Support Vector Machine
Yin XX(尹旭贤); Xu BL(徐保磊); Wang ZD(王志东); Li HY(李洪谊); Shi G(石刚)
作者部门机器人学研究室
会议名称2013 IEEE International Conference on Robotics and Biomimetics (ROBIO)
会议日期December 12-14, 2013
会议地点Shenzhen, China
会议录名称Proceeding of the IEEE International Conference on Robotics and Biomimetics (ROBIO)
出版者IEEE
出版地NEW YORK
2013
页码1024-1029
收录类别EI ; CPCI(ISTP)
EI收录号20141717632844
WOS记录号WOS:000352739000169
产权排序1
ISBN号978-1-4799-2744-9
摘要Functional near infrared spectroscopy (fNIRS) is a non-invasive technology that can be applied in brain-computer interface (BCI). INIRS uses light in the range of near infrared to measure activity of the cerebral cortex. Prefrontal cortex is activated when performing mental arithmetic tasks. We capture frontal hemodynamic response during mental arithmetic task from two subject. Two different brain activities, rest and active, are recognized using Support Vector Machine (SVM). Task onset delay can be reduced by selecting appropriate feature set.
语种英语
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文献类型会议论文
条目标识符http://ir.sia.cn/handle/173321/13925
专题机器人学研究室
通讯作者Yin XX(尹旭贤)
作者单位1.State Key Laboratory of Robotics, Shenyang Institute of Automation (SIA), Chinese Academy of Sciences (CAS), Shenyang 110016, China
2.University of Chinese Academy of Sciences, Beijing 100049, China
3.Dept. of Advanced Robotics, Chiba Institute of Technology, Chiba 2750016, Japan
4.School of Mechanical Engineering and Automation, Northeastern University, Shenyang, China
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GB/T 7714
Yin XX,Xu BL,Wang ZD,et al. Recognition of Hemodynamic Responses for Mental Arithmetic Using Support Vector Machine[C]. NEW YORK:IEEE,2013:1024-1029.
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