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Identity Recognition Using Biological Electroencephalogram Sensors
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نویسنده
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liang w. ,cheng l. ,tang m.
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منبع
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journal of sensors - 2016 - دوره : 2016 - شماره : 0
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چکیده
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Brain wave signal is a bioelectric phenomenon reflecting activities in human brain. in this paper,we firstly introduce brain wave-based identity recognition techniques and the state-of-the-art work. we then analyze important features of brain wave and present challenges confronted by its applications. further,we evaluate the security and practicality of using brain wave in identity recognition and anticounterfeiting authentication and describe use cases of several machine learning methods in brain wave signal processing. afterwards,we survey the critical issues of characteristic extraction,classification,and selection involved in brain wave signal processing. finally,we propose several brain wave-based identity recognition techniques for further studies and conclude this paper. � 2016 wei liang et al.
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آدرس
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college of mathematics and econometrics,hunan university,changsha,hunan,china,school of computer science and engineering,hunan university of science and technology,xiangtan, China, department of computer science and engineering,lehigh university,bethlehem,pa, United States, school of computer science and engineering,hunan university of science and technology,xiangtan, China
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Authors
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