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题名: Recognition of Hemodynamic Responses for Mental Arithmetic Using Support Vector Machine
作者: 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: 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
出版日期: 2013
页码: 1024-1029
收录类别: EI
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.
产权排序: 1
内容类型: 会议论文
URI标识: http://ir.sia.cn/handle/173321/13925
Appears in Collections:机器人学研究室_会议论文

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