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陈小刚
副研究员

陈小刚   博士,副研究员

2015年毕业于清华大学生物医学工程系,获工学博士学位。入选首批中国科协“青年人才托举工程”、天津市创新人才推进计划青年科技优秀人才、天津市“131”创新型人才培养工程第二层次。担任中国生物医学工程学会青年工作委员会委员,河北省数理医学学会青年委员会委员,天津市医学影像技术研究会基础医学影像分会委员。

主要研究方向

脑机接口、神经调控以及智能机器人。已在PNASInternational Journal of Neural SystemJournal of Neural EngineeringIEEE Transactions on Neural Systems and Rehabilitation Engineering等重要SCI期刊和会议上发表30余篇学术论文。论文在Google Scholar中被引用超过1600次。2018年,《新华文摘》全文转载了陈小刚和王毅军撰写的文章《基于脑电的无创脑机接口研究进展》。以第一发明人获得授权发明专利3项。荣获2020世界机器人大赛——BCI脑控机器人大赛特殊贡献个人奖 中国医学科学院 北京协和医学院第三届青年科技人员创新论坛二等奖,2018中国生物医学工程联合学术年会蒋大宗先生青年论文竞赛一等奖,2018中国生物医学工程学会天津青年论坛青年科技工作者专题报告二等奖,2017世界机器人大赛——BCI脑控机器人大赛组委会特别奖三等奖,2017中国生物医学工程大会青年论文竞赛三等奖、第十二届全国医药卫生青年科技论坛基础组优秀论文奖,第二届中国脑机接口比赛(视频表演赛)一等奖和(机器人控制)优秀奖。

代表性论文

[1]   Yonghao Chen#, Chen Yang, Xiaogang Chen, Yijun Wang, Xiaorong Gao*, A novel training-free recognition method for SSVEP-based BCIs using dynamic window strategy, Journal of Neural Engineering, 2021, 18(3): 036007.

[2]   Xiaogang Chen*, Xiaoshan Huang, Yijun Wang*, Xiaorong Gao, Combination of augmented reality based brain-computer interface and computer vision for high-level control of a robotic arm. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2020, 28(12): 3140-3147.

[3]   Xiaogang Chen#*, Nan Hu#, Yijun Wang*, Xiaorong Gao, Validation of a brain-computer interface version of the digit symbol substitution test in healthy subjects, Computers in Biology and Medicine, 2020, 120: 103729.

[4]   Guoya Dong, Yu Wang, Xiaogang Chen*, Anodal occipital tDCS enhances spontaneous alpha activity, Neuroscience Letters, 2020, 721: 134796.

[5]   Bingchuan Liu#, Xiaoshan Huang#, Yijun Wang, Xiaogang Chen, Xiaorong Gao*, BETA: A large benchmark database toward SSVEP-BCI application, Frontiers in Neuroscience, 2020, 14: 627.

[6]   Liyan Liang, Jiajun Lin, Chen Yang, Yijun Wang, Xiaogang Chen, Shangkai Gao,  Xiaorong Gao*, Optimizing a dual-frequency and phase modulation method for SSVEP-based BCIs, Journal of Neural Engineering, 2020, 17(4): 046026.

[7]   Xiaogang Chen, Yijun Wang*, Shangen Zhang, Shengpu Xu, Xiaorong Gao*, Effects of stimulation frequency and stimulation waveform on steady state visual evoked potentials using computer monitor, Journal of Neural Engineering, 2019, 16(6): 066007.

[8]   Xiaogang Chen*, Bing Zhao, Yijun Wang, Xiaorong Gao*, Combination of high-frequency SSVEP-based BCI and computer vision for controlling a robotic arm, Journal of Neural Engineering, 2019, 16(2): 026012.

[9]  Xiaogang Chen, Bing Zhao, Yijun Wang, Shengpu Xu*, Xiaorong Gao*, Control of a 7-DOF robotic arm system with an SSVEP-based BCI, International Journal of Neural Systems, 2018, 28(8): 1850018.

[10]Masaki Nakanishi, Yijun Wang*, Xiaogang Chen, Yu-Te Wang, Xiaorong Gao, Tzyy-Ping Jung, Enhancing detection of SSVEPs for a high-speed brain speller using task-related component analysis, IEEE Transactions on Biomedical Engineering, 2018, 65(1): 104-112.

[11]Shangen Zhang#, Xu Han#, Xiaogang Chen, Yijun Wang, Shangkai Gao, Xiaorong Gao*, A study on dynamic model of steady-state visual evoked potentials, Journal of Neural Engineering, 2018, 15(4): 046010.

[12]Xiaogang Chen, Yijun Wang*, Shangen Zhang, Shangkai Gao, Yong Hu, Xiaorong Gao*, A novel stimulation method for multi-class SSVEP-BCI using intermodulation frequencies, Journal of Neural Engineering, 2017, 14(2): 026013.

[13]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.

[14]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.

[15]Xiaogang Chen, Yijun Wang*, Shangkai Gao, Tzyy-Ping Jung, Xiaorong Gao*, Filter bank canonical correlation analysis for implementing a high-speed SSVEP-based brain-computer interface, Journal of Neural Engineering, 2015, 12(4): 046008.

[16]Peng Yuan#, Xiaogang Chen#, Yijun Wang, Xiaorong Gao, Shangkai Gao*, Enhancing performances of SSVEP-based brain-computer interfaces via exploiting inter-subject information, Journal of Neural Engineering, 2015, 12(4): 046006.

[17]Xiaogang Chen, Zhikai Chen, Shangkai Gao, Xiaorong Gao*, A high-ITR SSVEP-based BCI speller, Brain-Computer Interfaces, 2014, 1(3-4): 181-191.

[18]Xiaogang Chen#, Guangyu Bin#, Ian Daly, Xiaorong Gao*, Event-related desynchronization (ERD) in the alpha band during a hand mental rotation task, Neuroscience Letters, 2013, 541: 238-242.

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