高小榕 博士

清华大学医学院 教授

2013 - 至今   研究员，清华-IDG/麦戈文脑科学研究院

2004 - 至今  教授，清华大学医学院生物医学工程系

1995 - 2003  副教授，清华大学医学院生物医学工程

1992 - 1995  讲师，清华大学电机系

1989 - 1992  工学博士，清华大学生物医学工程专业

1986 - 1989  医学硕士，北京协和医科大学

1981 - 1986  工学学士，浙江大学科学仪器系

研究兴趣和领域

脑-机接口技术

神经信号检测和处理的理论和方法，并基于此技术研究与生物神经系统信息相关的脑功能分析方法

代表性论文

[1] Nanlin Shi, Yining Miao, Changxing Huang, Xiang Li, Yonghao Song, Xiaogang Chen, Yijun Wang, Xiaorong Gao, Estimating and approaching the maximum information rate of noninvasive visual brain-computer interface, NeuroImage, 2024, 120548.

[2] Zhouheng Wang, Nanlin Shi, Yingchao Zhang, Ning Zheng, Haicheng Li, Yang Jiao, Jiahui Cheng, Yutong Wang, Xiaoqing Zhang, Ying Chen, Yihao Chen, Heling Wang, Tao Xie, Yijun Wang, Yinji Ma, Xiaorong Gao, Xue Feng, Conformal in-ear bioelectronics for visual and auditory brain-computer interfaces, Nature Communications, 2023, 14: 4213.

[3] Xiang Li, Jingjing Chen, Nanlin Shi, Chen Yang, Puze Gao, Xiaogang Chen, Yijun Wang, Shangkai Gao, Xiaorong Gao, A hybrid steady-state visual evoked response-based brain-computer interface with MEG and EEG, Expert Systems with Applications, 2023, 223: 119736.

[4] Bingchuan Liu, Xiaogang Chen, Xiang Li, Yijun Wang, Xiaorong Gao, Shangkai Gao, Align and pool for EEG headset domain adaptation (ALPHA) to facilitate dry electrode based SSVEP-BCI, IEEE Transactions on Biomedical Engineering, 2022, 69(2): 795-806.

[5] Xiaorong Gao, Yijun Wang, Xiaogang Chen, Shangkai Gao, Interface, interaction, and intelligence in generalized brain-computer interfaces, Trends in Cognitive Sciences, 2021, 25(8): 671-684.

[6] Bingchuan Liu, Xiaogang Chen, Nanlin Shi, Yijun Wang, Shangkai Gao, Xiaorong Gao, Improving the performance of individually calibrated SSVEP-BCI by task- discriminant component analysis, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2021, 29: 1998-2007.

[7] Yijun Wang, Xiaogang Chen, Xiaorong Gao, Shangkai Gao, A benchmark dataset for SSVEP-based brain-computer interfaces, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2017, 25(10): 1746-1752.

[8] Xiaogang Chen, Yijun Wang, Masaki Nakanishi, Xiaorong Gao, Tzyy-Ping Jung, Shangkai Gao, High-speed spelling with a noninvasive brain-computer interface, Proceedings of the National Academy of Sciences of the United States of America, 2015, 112(44): E6058-E6067.

[9] Guangyu Bin, Xiaorong Gao, Zheng Yan, Bo Hong Shangkai Gao, An online multi-channel SSVEP-based brain-computer interface using a canonical correlation analysis method, Journal of Neural Engineering, 2009, 6: 046002.

[10] Xiaorong Gao, Dingfeng Xu, Ming Cheng, Shangkai Gao, A BCI-based environmental controller for the motion-disabled, IEEE Transaction on Neural Systems and Rehabilitation Engineering, 2003, 11(2): 137-140.

荣誉和获奖及参加学术团体的情况

中国生物医学工程学会医学人工智能分会 常务理事

中国生物医学工程学会医学神经工程分会 副主任

联系方式

地址：北京市清华大学医学科学楼B205

电话：+86 10 62781539

邮箱：gxr-dea@tsinghua.edu.cn