A New Classification Method of Hemodynamic Response in Motor Cortex Based on Functional Near-infrared Spectroscopy Brain computer interface

摘要：

　　Passive brain computer interface has provided an efficient method to conduct re.arch about cerebral function and brain neuron activity measurement.And functional near-infrared spectroscopy-based passive brain computer interface research is a developing technique,appropriate pattern classification method may lead further development.In this paper,a new classification method is proposed based on combination of partial order structure theory and sparse representation-based classification.By using the concept of partial order representation and the general model of sparse representation-based classification,a modified classifier has been established.On this basis,this new classification method is validated by classification experiment of hemodynamic response in motor cortex based on functional near-infrared spectroscopy-brain computer interface.

关键词： hemodynamic response functional near-infrared spectroscopy brain computer interface pattern classification

作者: Zhang Zhongpeng Hong Wenxue

作者单位: Biomedical Engineering Department Yanshan University Qinhuangdao,China

会议类型: 国际会议

会议名称: 2016IEEE第二届信息技术、网络、电子及自动化控制会议

会议地点: 重庆

会议语种:英文

页码: 487-491

在线出版日期: 2016-03-20（万方平台首次上网日期，不代表论文的发表时间）