李沛洋
教授
Gender:Male
Alma Mater:电子科技大学
Education Level:With Certificate of Graduation for Doctorate Study
Degree:Doctoral Degree in Engineering
Status:在岗
School/Department:生命健康信息学院
Contact Information:18215683664
E-Mail:
Hits:
Journal:Scientific reports
Indexed by:Journal paper
Document Type:J
Translation or Not:no
Included Journals:SCI
李沛洋,男,中共党员,博士,毕业于电子科技大学,现为重庆邮电大学生物信息学院副教授,硕导,入选重庆邮电大学文峰青年,中国生物医学工程学会第十届青年委员。目前主要从事脑-机接口相关算法研究,以第一作者在国际学术期刊(IEEE TNSRE、IEEE TNNLS、IEEE TMI、IEEE TBME等)上发表科研论文10余篇,主持国家自然科学基金(青年基金)一项。
主要教育、科研经历:
2019/12 - 至今, 重庆邮电大学,生物信息学院,副教授
2018/07 - 2019/12, 重庆邮电大学,生物信息学院,讲师
2014/09 - 2018/06,电子科技大学,生命科学与技术学院,博士
2011/09 - 2014/06,电子科技大学,生命科学与技术学院,硕士
2007/09 – 2011/06,重庆邮电大学,生物信息学院,学士
主要研究方向:
模型优化,模式识别,脑-机接口,脑与认知科学
代表性论文
[1] Peiyang Li, Xiaoye Huang, Xuyang Zhu, et al. Lp (p≤1) norm partial directed coherence for directed network analysis of scalp EEGs[J]. Brain Topography, 2018: 1-15
[2] PeiYang Li, Xiaoye Huang, Xuyang Zhu, et al. Robust brain causality network construction based on Bayesian multivariate autoregression[J]. Biomedical Signal Processing and Control, 2020, 58: 101864.
[3] Peiyang Li, Xiaoye Huang, Fali Li, et al. Robust Granger analysis in Lp norm space for directed EEG network analysis[J]. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2017, 25(11): 1959-1969
[4] Peiyang Li, Xurui Wang, Fali Li, et al. Autoregressive model in the Lp norm space for EEG analysis[J]. Journal of Neuroscience Methods, 2015, 240: 170-178
[5] Peiyang Li, Peng Xu, Rui Zhang, et al. L1 norm based common spatial patterns decomposition for scalp EEG BCI. Biomedical engineering online, 2013, 12(1): 77.
[6] PeiYang Li, Huan Liu, Yajing Si, et al. EEG based emotion recognition by combining functional connectivity network and local activations. IEEE Transactions on Biomedical Engineering, 2019. 66(10), 2869-2881.
[7] Xuyang Zhu, Peiyang Li, Cunbo Li, et al. Separated channel convolutional neural network to realize the training free motor imagery BCI systems[J]. Biomedical Signal Processing and Control, 2019, 49: 396-403.
[8] Bore, Joyce Chelangat, Chanlin Yi, Peiyang Li, et al. Bore J C, Yi C, Li P, et al. Sparse EEG Source Localization Using LAPPS: Least Absolute lP (0< p< 1) Penalized Solution[J]. IEEE Transactions on Biomedical Engineering, 2018.
[9] Joyce ChelangatBore, PeiyangLi , Dennis JoeHarmaha, et al. Directed EEG neural network analysis by LAPPS (p≤ 1) Penalized sparse Granger approach[J]. Neural Networks, 2020, 124: 213-222.
更多论文见https://scholar.google.com/citations?hl=zh-CN&pli=1&user=SakG-ywAAAAJ