副教授/副研究员

许敏鹏

职称:教授

邮箱:xmp52637@tju.edu.cn

研究方向:脑-机接口

地址:天津大学医工院办公楼2楼211室

个人简介

许敏鹏,天津大学讲席教授,博导,天津大学医工院副院长,入选国家级人才、国家级青年人才,“强国青年科学家”称号获得者,IEEE senior member,主要研究方向为脑-机接口,研究成果入选国家“十三五”科技创新成就展。目前担任中国脑-机接口产业联盟资深专家委员、总体工作组副主席、数据与基础软件工作组主席,中国电子学会智能人机交互专委会副秘书长,中国生物医学工程学会医学神经工程分会委员,中国康复辅助器具协会康复工程专业委员会委员,中国人工智能学会脑机融合与生物机器智能专业委员会委员,中国医师学会神经修复学专业委员会委员,中国自动化学会青年工作委员会委员等;主持国家级、省部级、航天、华为等项目10余项;入选“2023脑科学与类脑智能科创新青年30人”,首届中国脑-机接口“华瑙学者奖”杰出青年奖获得者,2022年度《麻省理工科技评论》“35岁以下科技创新35人”中国区入选者。以第一作者或通讯作者在 Science Advances、Engineering、NeuroImage、IEEE TBME、JNE等国内外脑-机接口与神经工程领域重要学术期刊或会议集发表论文80余篇,获中国、美国等授权发明专利40余项。学术论文获IOP China Top-Cited Paper Award,入选ESI高被引论文,IEEE TBME封面论文、JNE高亮论文,被Science专刊报道。作为技术负责人开发脑-机接口综合性开源软件MetaBCI,作为骨干参与研制“天宫二号”在轨脑-机接口系统、人工神经康复机器人系统、“脑语者”芯片等。

主要研究方向

脑-机接口,神经信号处理和神经调控

代表性学术成果

1. Yan Liu,Zehao Zhao,Minpeng Xu(co-first),Haiqing Yu,Yanming zhu,Jie Zhang,Linhao Bu,Xiaoluo Zhang,Junfeng Lu,Yuanning Li,Dong Ming,Jinsong Wu.Decoding and synthesizing tonal language speech from brain activity.Science Advances,2023,9(23)

2. Ruixin Luo, Minpeng Xu*, Xiaoyu Zhou, Xiaolin Xiao,Tzyy-Ping Jung, Dong Ming*.Data augmentation of SSVEPs using source aliasing matrix estimation for brain-computer interfaces,IEEE Transactions on Biomedical Engineering.2023,70(6):1775-1785

3. Han Jin, Xu Minpeng*, Xiao Xiaolin, Yi Weibo, Jung Tzyy-Ping, Ming Dong*.A high-speed hybrid brain-computer interface with more than 200 targets.Journal of Neural Engineering,2023,20(1):016025

4. Haiqing Yu, Minpeng Xu*, Xiaolin Xiao, Fangzhou Xu, Dong Ming*.Detection of dynamic changes of electrodermal activity to predict the classroom performance of college students.Cognitive Neurodynamics,2023

5. Hao Zhang,Minpeng Xu(co-first), Yanqiu Zhang,Xue Wang, Chen Zhang, Feng He, Xizi Song, Shanguang Chen, Xiqi Jian,Dong Ming*.Numerical simulation study of firing threshold of STN neuron stimulated by focused ultrasound.IEEE Transactions on Biomedical Engineering,2023,70(5):1454-1461

6. Xiaolin Xiao, Lichao Xu, Jin Yue, Baizhou Pan, Minpeng Xu*, Dong Ming*.Fixed template network and dynamic template network: novel network designs for decoding steady-state visual evoked potentials.Journal of Neural Engineering,2022,19(5):056049

7. Kun Wang,Feifan Tian,Minpeng Xu*,Shanshan Zhang,,LichaoXu,Dong Ming*. Resting-state EEG in alpha rhythm may be indicative of the performance of motor imagery-based brain-computer interface. Entropy,2022,24(11)

8. Hao Zhang, Minpeng Xu(co-first), Chen Zhang, et al., Experimental and simulation studies of localization and decoding of single and double dipoles[J].Journal of Neural Engineering.2022,19(2):025002

9. Minpeng Xu, Feng He*,Tzyy-Ping Jung, Xiaosong Gu, Dong Ming*. Current challenges for the practical application of electroencephalography-based brain–computer interfaces[J].Engineering, 2021,7(12):1710-1712

10. Xiaoyu Zhou, Minpeng Xu(co-first), Xiaolin Xiao, Yijun Wang, Tzyy-Ping Jung, Dong Ming*. Detection of fixation points using a small visual landmark for brain-computer interfaces[J]. Journal of Neural Engineering, 2021,18(4):046098

11. Xiaolin Xiao, Minpeng Xu*, Jin Han, Erwei Yin, Shuang Liu, Xin Zhang, Tzyy-Ping Jung, Dong Ming*. Enhancement for P300-speller classification using multi-window discriminative canonical pattern matching[J]. Journal of Neural Engineering, 2021,18(4):046079

12. Lichao Xu, Minpeng Xu*(co-first), Zhen Ma, Kun Wang, Tzyy-Ping Jung*, Dong Ming*. Enhancing transfer performance across datasets for brain-computer interfaces using a combination of alignment strategies and adaptive batch normalization [J]. Journal of Neural Engineering, 2021,18(4): 0460e5

13. Lichao Xu, Minpeng Xu(co-first), Tzyy-Ping Jung, Dong Ming*. Review of  brain encoding and decoding mechanisms for EEG-based brain–computer interface[J]. Cognitive Neurodynamics, 2021,15(4): 569-584

14. Haiqing Yu, Minpeng Xu(co-first), Baikun Wan, Dong Ming*. The Progress of Research on Basis of Neuroelectrophysiology in Speech Processing[J]. PROGRESS IN BIOCHEMISTRY AND BIOPHYSICS, 2020, 47(10): 1056-1068

15. Jiayuan Meng, Minpeng Xu(co-first), Kun Wang, Qiangfan Meng, Jin Han, Xiaolin Xiao, Shuang Liu, Dong Ming*. Separable EEG Features Induced by Timing Prediction for Active Brain-Computer Interfaces[J]. Sensors, 2020, 20,3588.

16. Minpeng Xu, Jiayuan Meng, Haiqing Yu, Tzyy-Ping Jung, Dong Ming. Dynamic Brain Responses Modulated by Precise Timing Prediction in an Opposing Process. Neuroscience Bulletin, 2020, 37(1): 70-80

17. Minpeng Xu, Jin Han, Yijun Wang, Tzyy-Ping Jung, Dong Ming. Implementing over 100 command codes for a high-speed hybrid brain-computer interface using concurrent P300 and SSVEP features. IEEE Transactions on Biomedical Engineering, 2020,67(11):3073-3082

18. Masaki Nakanishi*, Minpeng Xu(co-first), Yijun Wang, et al., Questionable Classification Accuracy Reported in“Designing a Sum of Squared Correlations Framework for Enhancing SSVEP-Based BCIs”. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2020,28(4):1042-1043

19. Kun Wang, Minpeng Xu(co-first), Yijun Wang, Shanshan Zhang, Long Chen, Dong Ming. Enhance decoding of pre-movement EEG patterns for brain–computer interfaces. Journal of Neural Engineering, 2020,17(1): 016033 (ESI 高被引)

20. Xiaolin Xiao, Minpeng Xu(co-first), Jing Jin, Yijun Wang, Tzyy-Ping Jung, Dong Ming. Discriminative canonical pattern matching for single-trial classification of ERP components. IEEE Transactions on Biomedical Engineering, 2020,67(8):2266-2275 (ESI 高被引)

21. Minpeng Xu*, Xiaolin Xiao, Yijun Wang, Hongzhi Qi, Tzyy-Ping Jung, Dong Ming*. A brain computer interface based on miniature event-related potentials induced by very small lateral visual stimuli. IEEE Transactions on Biomedical Engineering,2018,65(5): 1166-1175(Cover story and feature story,ESI 高被引)

22. Jing Jiang, Erwei Yin, Chunhui Wang*, Minpeng Xu*, Dong Ming. Incorporation of dynamic stopping strategy into the high-speed SSVEP-based BCIs. Journal of Neural Engineering, 2018,15(4): 046025 (ESI 高被引)

23. Minpeng Xu, Yijun Wang*, Masaki Nakanishi, Yu-Te Wang, Hongzhi Qi, Tzyy-Ping Jung, Dong Ming*.Fast detection of covert visuospatial attention using hybrid N2pc and SSVEP features. Journal of Neural Engineering, 2016,13(6), 066003

24. Minpeng Xu, Yihong Jia, Hongzhi Qi*, Yong Hu, Feng He, Xin Zhao, Peng Zhou, Baikun Wan, Wei Gao, Dong Ming*. Use of a steady-state baseline to address evoked vs. oscillation models of visual evoked potential origin. NeuroImage, 2016, 134: 204-212

25. Minpeng Xu, Jing Liu, Long Chen, Hongzhi Qi*, Feng He, Peng Zhou, Baikun Wan, Dong Ming*. Incorporation of inter-subject information to improve the accuracy of subject-specific P300 classifiers. International Journal of Neural System, 2016, 26(3): 1650010

26. Shuang Liu, Di Zhang, Minpeng Xu, Hongzhi Qi*, Feng He, Xin Zhao, Peng Zhou, Lixin Zhang, Dong Ming*. Randomly dividing homologous samples leads to overinflated accuracies for emotion recognition. International Journal of Psychophysiology, 2015, 96(1): 29-37

27. Minpeng Xu, Feng He, Chunhui Wang, Hongzhi Qi, Xuejun Jiao, Peng Zhou, Lixin Zhang*, Shanguang Chen, Dong Ming*. Exploring brain-computer interfaces for use in space missions; in the booklet of Human performance in space: advancing astronautics research in China. Science, 2014, 345(6203):1522

28. Minpeng Xu, Long Chen, Lixin Zhang, Hongzhi Qi*, Lan Ma, Jiabei Tang, Baikun Wan, Dong Ming*. A visual parallel-BCI speller based on the time–frequency coding strategy. Journal of Neural Engineering, 2014,11(2): 026014

29. Minpeng Xu, Hongzhi Qi*, BaikunWan, Tao Yin, Zhipeng Liu, Dong Ming*. A hybrid BCI speller paradigm combining P300 potential and the SSVEP blocking feature. Journal of Neural Engineering, 2013,10(2): 026001(Highlight)


科研项目

1. 科技部重点研发专项,高精度生物感知觉反馈操纵技术与系统,2023.11-2026.10,项目负责人,7800万元;

2. 国家级科研项目,2022.01-2025.09,项目负责人,1099.52万元;

3. 国家级科研项目,2021.09-2023.10,副总师,5089.36万元;

4. 国家级科研项目,2022.03-2023.12,负责人,400万元;

5. 国家自然科学基金优秀青年科学基金项目,脑-机接口,2022.01-2024.12,项目负责人,200万;

6. 国家自然科学基金重点项目,脑机交互卒中运动康复系统及其诱导神经通路可塑恢复机制研究,2024.01-2028.12,

项目负责人,220万;

7. 华为技术合作项目,脑-机接口技术,2020.08-2022.08,项目负责人,463.5万元;

8. 国家自然科学基金面上项目,脑-机接口中背景脑电演进规律建模与极微弱脑电特征解码研究,2020.01-2023.12,项目负责人,59万元;

9. 国家级科研项目,2019.08-2021.07,项目负责人,200万元;

10. 中国科协第四届“青年人才托举工程”项目,2018.01-2020.12,项目负责人,45万元;

11. 国家级科研项目,2017.08-2019.02,项目负责人,150万元;

12. 国家自然科学基金青年项目,非眼动型脑-机接口中隐性视觉空间注意的神经学模型与识别方法研究,2017.01-2019.12,项目负责人,17万元;

13. 天津市科技重大专项与工程,基于“互联网+”面向脑卒中患者的康复管理示范应用,2016.01-2021.06,

项目负责人,50万元;

14. 北京机械设备研究所项目,便携式采集技术研究,2016.01-2016.06,项目负责人,22万元。


获奖情况

2023,入选国家级人才计划;

2023,入选“2023脑科学与类脑智能科创新青年30人”,

2023,首届中国脑-机接口“华瑙学者奖 ”杰出青年奖获得者;

2022,《麻省理工科技评论》“35 岁以下科技创新 35人”中国榜入选者;

2022,入选2022科学Talk生命新力量年度人物榜单;

2022, 第二届“强国青年科学家”称号;

2021,天津青年科技工作者协会优秀青年科技工作者;

2021,IOP China Top-Cited Paper Award;

2020,中国生物医学工程学会首届‘青年学者奖’;

2020,中国机器人科学引领奖;

2019,世界机器人大赛BCI脑控机器人比赛技术赛一等奖;

2019,中国智慧健康医疗创新成果奖;

2018,Neuroscan Award;

2017,中国生物医学工程学会黄家驷生物医学工程奖(第六完成人);

2016,天津市技术发明奖一等奖(第五完成人)。


社会学术兼职

脑机接口产业联盟资深专家委员、总体工作组副主席、数据与基础软件工作组主席

中国电子学会智能人机交互专委会副秘书长

中国生物医学工程学会医学神经工程分会委员

中国人工智能学会脑机融合与生物机器智能专业委员会委员

中国医师学会神经修复学专业委员会委员

中国自动化学会青年工作委员会委员

中国康复辅助器具协会康复工程专业委员会委员

天津市青年科技工作者学会生物科学与技术专业组秘书


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欢迎广大优秀学子通过报考医学工程与转化医学研究院的硕、博士研究生加入我的团队。