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Semi-Supervised Learning Based on Manifold in BCI
  • 期刊名称:Journal of Electronic Science and Technology of Ch
  • 时间:0
  • 页码:22-26
  • 语言:英文
  • 分类:TP334.7[自动化与计算机技术—计算机系统结构;自动化与计算机技术—计算机科学与技术] TP391[自动化与计算机技术—计算机应用技术;自动化与计算机技术—计算机科学与技术]
  • 作者机构:[1]The authors are with the Key Laboratory for NeuroInformation of Ministry of Education, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, 610054, China
  • 相关基金:This work was supported by the National Natural Science Foundation of China under Grant No. 30525030, 60701015, and 60736029.
  • 相关项目:基于稀疏性约束的脑电逆问题研究
中文摘要:

Ji-Ying Zhong was born in Sichuan Province, China, in 1981. She received the B.S. degree from the Southwest University of Science and Technology, Mianyang, Sichuan, in 2006. She is now pursuing the M.S. degree with University of Electronic Science and Technology of China (UESTC), Chengdu. Her research interests include brain computer interface and pattern recognition. Xu Lei was born in Chongqing city, China, in 1982. He received B.S. degree in Information and computational science from UESTC in 2005. He is now pursuing the Ph.D. degree in biomedical engineering with UESTC. His research interests include EEG classification, EEG inverse problem, and EEG/fMRI fusion. De-Zhong Yao was born in Chongqing, China, 1965. He received the Ph.D. degree in applied geophysics from the Chengdu University of Technology, Chengdu, China, in 1991, and completed his postdoctoral fellowship in electromagnetic field with UESTC in 1993. He has been a faculty member since 1993, a professor since 1995, and the Dean of the School of Life Science and Technology, UESTC since 2001, the director of the Key Laboratory for NeuroInformation of Ministry of Education, since 2009. He was a visiting scholar with the University of Illinois at Chicago, USA, from September 1997 to August 1998, and a visiting professor with the McMaster University, Canada, from November 2000 to May 2001 and with the Aalborg University, Denmark, from November 2003 to February 2004. He has published more than 80 peer reviewed papers in international journals and conferences. His current research interests include EEG and fMRI with their applications in cognitive science and neurological problems.(e-mail:dyao@uestc.edu.cn).

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