人物經歷
2015年畢業於清華大學生物醫學工程系,獲工學博士學位.
研究方向
腦機接口、神經調控以及智慧型機器人。已在PNAS、International Journal of Neural System、Journal of Neural Engineering、IEEE Transactions on Neural Systems and Rehabilitation Engineering等重要SCI期刊和會議上發表30餘篇學術論文。論文在Google Scholar中被引用超過1600次。
所獲榮譽
2018年,《新華文摘》全文轉載了陳小剛和王毅軍撰寫的文章《基於腦電的無創腦機接口研究進展》。以第一發明人獲得授權發明專利3項。榮獲2020世界機器人大賽——BCI腦控機器人大賽“特殊貢獻個人獎”, 中國醫學科學院 北京協和醫學院第三屆青年科技人員創新論壇二等獎,2018中國生物醫學工程聯合學術年會“蔣大宗先生”青年論文競賽一等獎,2018中國生物醫學工程學會天津青年論壇青年科技工作者專題報告二等獎,2017世界機器人大賽——BCI腦控機器人大賽“組委會特別獎”三等獎,2017中國生物醫學工程大會青年論文競賽三等獎、第十二屆全國醫藥衛生青年科技論壇基礎組優秀論文獎,第二屆中國腦機接口比賽(視頻表演賽)一等獎。
代表性論文
[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.