黄锐森

助理教授

研究方向： 非侵入式脑机接口（BCI）、神经外骨骼、神经假肢、运动康复、基于BCI的人机协同

教育及工作经历： 

工作经历
2024年12月至今就职于深圳技术大学，中德智能制造学院，助理教授；

2022年9月-2024年9月就职于中国科学院深圳先进技术研究院，博士后研究员；

2014年7月就职于法国里昂 SuperGrid Institute 公司，实习研究员；

2013年10月-2014年5月巴黎中央理工机器人俱乐部（Centrale Robot Club ，CRoC）主席。

 

教育经历

2022年8月毕业于韩国釜山国立大学机械工程学院，机械工程专业，工学博士；

2017年6月毕业于西南交通大学电气工程学院，电气工程专业，工学硕士；

2012年9月入选中法4+4项目，2017年6月毕业于法国巴黎萨克雷大学-巴黎中央理工高等电力学院，通用工程师学位（硕士）；

2010年9月-2014年6月毕业于西南交通大学电气工程学院，电气工程专业，学士。

 

研究成果及荣誉： 

主持教学科研项目

中国博士后科学基金会, 面上项目, 2023M733653, 基于非侵入式BCI对下肢智能神经假肢的无级控制, 2023-08 至 2025-08, 8万元, 已结题, 主持

中国博士后科学基金会, 博士后国（境）外交流项目, 无, 2023年博士后国（境）外学术交流项目, 2023-11 至 2025-11, 2万元, 已结题, 主持

 

研究成果

R. Huang, K.-S. Hong, C.-L. Bao, and F. Gao, “Real-time motion artifact suppression using convolution neural networks with penalty in fNIRS,” Front. Neurosci., vol. 18, p. 1432138, 2024.

R. Huang, K. Qing, D. Yang, and K.-S. Hong, “Real-time motion artifact removal using a dual-stage median filter,” Biomed. Signal Process. Control, vol. 72, p. 103301, 2022.

R. Huang, K.-S. Hong, D. Yang, and G. Huang, “Motion artifacts removal and evaluation techniques for functional near- infrared spectroscopy signals,” Front. Neurosci., vol. 16, p. 878750, 2022.

R. Huang and K.-S. Hong, “Multi-channel-based differential pathlength factor estimation for continuous-wave fNIRS,” IEEE Access, vol. 9, pp. 37386-37396, 2021.

W. Chen, R. Huang, L. Chen, and Y. Luo, “A review of electric vehicle’s battery technology,” Journal of Power Supply, vol. 6, p. 166-178, 2018.

R. Huang, W. Shang, Y. Lin, F. Liang, M. Yin, X.-P. Lu, X. W, and Fei Gao, "Interplay between cerebral and muscular activations during motor tasks: An fNIRS-sEMG study," in Proc. 2024 46th IEEE International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), p. 10782412, Orlando, USA, July 15-19, 2024. (Conference paper, EI)

R. Huang and Fei Gao, "Decoupling brain activation of muscle-caused activation and mental intention-cause activation using the general linear model: An functional near-infrared spectroscopy study," in Proc. 2023 45th IEEE International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), p. 10341029, Sydney, Australia, July 24-27, 2023. (Conference paper, EI)

R. Huang, K.-S. Hong, and Fei Gao, "A pilot study for active muscles decoding using functional near-infrared spectroscopy," in Proc. 2023 11th International IEEE EMBS Conference on Neural Engineering (NER 2023), p. 10123845, Baltimore, U.S., April 24-27, 2023. (Conference paper, EI)

R. Huang, D. Yang, and K.-S. Hong, "Remove the motion artifacts in fNIRS using simplified residual fully connected neural networks," in Proc. 2022 13th Asian Control Conference (ASCC), pp. 1359-1364, Jeju, South Korea, May 04-07, 2022. (Conference paper, EI)

R. Huang, D. Yang, K. Qing and K.-S. Hong, “Online motion-artifact removal in fNIRS signals: Combined square-root cubature Kalman filter and weighted moving average model approach,” in Proc. 2020 20th International Conference on Control, Automation and Systems (ICCAS), pp. 658-663, Busan, South Korea, Oct. 13-16, 2020. (Conference paper, EI)

R. Huang, S. Woo and K.-S. Hong, “Real-time motion artifacts and low-frequency drift correction for functional near-infrared spectroscopy,” in Proc. 2020 12th International Conference on Computer and Automation Engineering (ICCAE), pp. 60-64, Sydney, NSW, Australia, Feb. 14-16, 2020. (Conference paper, EI)

R. Huang and K.-S. Hong, “DEKF to estimate hemodynamic response and path-length in fNIRS data,” in Proc. 2019 19th International Conference on Control, Automation and Systems (ICCAS), pp. 188-193, Jeju, South Korea, Oct. 15-18, 2019. (Conference paper, EI)

R. Huang, E. Kavichai and K.-S. Hong, “Comparison of kernels in online SVM classification of fNIRS data,” in Proc. 2018 18th International Conference on Control, Automation and Systems (ICCAS), pp. 1152-1157, Pyeong Chang, South Korea, Oct. 17-20, 2018. (Conference paper, EI)

发明专利

高飞, 黄锐森, 尚文泽, 李永程, 吴新宇, "基于卷积神经网络和惩罚网络的运动伪影去除方法," 中国专利申请号：202311591038.6, 申请日期：2023/11/24.

 

奖励与荣誉

ICCAE 2020最佳讲演奖，2020/02

国家建设高水平大学公派研究生项目奖学金（CSC），2018/06

法国埃菲尔奖学金（Bourse d’Excellence Eiffel par le Pôle Excellence Eiffel），2012/04

 

电子邮箱：huangruisen@