Recognition of Hemodynamic Responses for Mental Arithmetic Using Support Vector Machine

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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)
	2013
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
页码	1024-1029
通讯作者	尹旭贤
中文摘要	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.
收录类别	EI ; CPCI（ISTP）
产权排序	1
会议录	Proceeding of the IEEE International Conference on Robotics and Biomimetics (ROBIO)
会议录出版者	IEEE
会议录出版地	NEW YORK
语种	英语
ISBN号	978-1-4799-2744-9
WOS记录号	WOS:000352739000169
内容类型	会议论文
源URL	[http://ir.sia.cn/handle/173321/13925]
专题	沈阳自动化研究所_机器人学研究室
推荐引用方式 GB/T 7714	Yin XX,Xu BL,Wang ZD,et al. Recognition of Hemodynamic Responses for Mental Arithmetic Using Support Vector Machine[C]. 见:2013 IEEE International Conference on Robotics and Biomimetics (ROBIO). Shenzhen, China. December 12-14, 2013.