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个人简介

教育经历 1995.3-1998.3 哈尔滨工业大学机电工程学院工学博士 1992.9-1994.12 昆明理工大学机械系工学硕士 1988.9-1992.7 昆明理工大学机械系工学本科 工作经历 2010.12-至今 北京师范大学认知神经科学与学习国家重点实验室副主任,教授,博士生导师 2007-2010 燕山大学自动化系主任 2004-2010 燕山大学控制科学与工程专业博士生导师 2002-2010 燕山大学电气工程学院教授 2003.9-2009.6 英国Birmingham大学计算机学院研究员 2002.11-2003.9 香港中文大学计算机辅助工程系博士后研究员 2000.11-2002.10 德国Hannover大学IFW 洪堡学者 1998.11-2000.10 香港城市大学制造工程与工程管理系研究员

研究领域

提出了非线性和谐波方法,提取脑电信号中的振荡和同步特征,设计了癫痫发作检测、预测和定位监控系统、新型的麻醉深度监测仪、以及脑功能异常检测系统;针对研究少年儿童认知与学习的需要,研制了集成脑电和近红外技术设计一新型的脑成像系统;同时,也开展了基于TMS-EEG的意识障碍诊断、治疗和评价等前沿研究;成功研制了经颅电刺激、经颅磁刺激、神经反馈训练系统和经颅磁声刺激系统,商业化用于认知功能的增强与恢复

近期论文

查看导师最新文章 (温馨提示:请注意重名现象,建议点开原文通过作者单位确认)

Analysis of the neural mechanism of spectra decrease in MCI by a thalamo-cortical coupled neural mass model Cui, Dong*; Li, Han; Liu, Pengxiang; Gu, Guanghua; Li, Xiaoli; Wang, Lei; Yin, Shimin Journal of Neural Engineering, 2022, 19(6): 066043. Cortical theta-gamma coupling tracks the mental workload as an indicator of mental schema development during simulated quadrotor UAV operation Gu, Heng; Chen, He; Yao, Qunli; Wang, Shaodi; Ding, Zhaohuan; Yuan, Ziqian; Zhao, Xiaochuann*; Li, Xiaoli* Journal of Neural Engineering, 2022, 19(6): 066029. Comparative study of attention-related features on attention monitoring systems with a single EEG channel Liang, Zhenhu*; Wang, Xinrui*; Zhao, Jing*; Li, Xiaoli* Journal of Neuroscience Methods, 2022, 382: 109711. Impact of repetitive transcranial magnetic stimulation on the directed connectivity of autism EEG signals: a pilot study Kang, Jiannan; Li, Xiaoli; Casanova, Manuel F; Sokhadze, Estate M; Geng, Xinling* MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 2022, 60(12): 3655-3664. Neurofeedback training for children with ADHD using individual beta rhythm Hao, Zhang; He, Chen; Yuan Ziqian; Liao Haotian; Li Xiaoli* Cognitive Neurodynamics, 2022, 16(6): 1323-1333. The neurovascular couplings between electrophysiological and hemodynamic activities in anticipatory selective attention Zhao, Chenguang; Li, Dongwei; Guo, Jialiang; Li, Bingkun; Kong, Yuanjun; Hu, Yiqing; Du, Boqi; Ding, Yulong; Li, Xiaoli; Liu, Hanli; Song, Yan* Cerebral Cortex, 2022, 32(22): 4953-4968. Closed-loop TMS-EEG reactivity with occipital alpha-phase synchronized Ding, Zhaohuan; Wang, Yong; Li, Jiaxi; Li, Xiaoli* Journal of Neural Engineering, 2022, 19(5): 056027. An outlier detection-based method for artifact removal of few-channel EEGs Chen, He; Zhang, Hao; Liu, Chuancai; Chai, Yifan; Li, Xiaoli* Journal of Neural Engineering, 2022, 19(5): 056028. Effect of Rhythmic and Nonrhythmic Brain Activity on Power Spectral Analysis in Children With Attention Deficit Hyperactivity Disorder Gu, Yue; Li, Xue; Chen, Shengyong*; Li, Xiaoli* IEEE Transactions on Cognitive and Developmental Systems, 2022, 14(3): 1046-1053. ADHD Children Identification With Multiview Feature Fusion of fNIRS Signals Gu, Yue; Miao, Shuo; Yang, Jian*; Li, Xiaoli* IEEE Sensors Journal, 2022, 22(13): 13536-13543. Appearance-Based Gaze Estimation for ASD Diagnosis Li, Jing; Chen, Zejin; Zhong, Yihao; Lam, Hak-Keung; Han, Junxia; Ouyang, Gaoxiang*; Li, Xiaoli; Liu, Honghai IEEE Transactions on Cybernetics, 2022, 52(7): 6504-6517. Low-cost plastic optical fiber integrated with smartphone for human physiological monitoring Kuang, Renfei; Ye, Yifan; Chen, Ziyang; He, Runjie; Savovic, Isidora; Djordjevich, Alexandar; Savovic, Svetislav; Ortega, Beatriz; Marques, Carlos; Li, Xiaoli; Min, Rui* Optical Fiber Technology, 2022, 71: 102947. A Feature-Fused Convolutional Neural Network for Emotion Recognition From Multichannel EEG Signals Yao, Qunli; Gu, Heng; Wang, Shaodi; Li, Xiaoli* IEEE Sensors Journal, 2022, 22(12): 11954-11964. Comatose Patients After Cardiopulmonary Resuscitation: An Analysis Based on Quantitative Methods of EEG Reactivity Huang, Huijin; Su, Yingying*; Niu, Zikang*; Liu, Gang*; Li, Xiaoli; Jiang, Mengdi Frontiers in Neurology, 2022, 13: 877406. Closed-loop transcranial ultrasound stimulation with a fuzzy controller for modulation of motor response and neural activity of mice Yuan Yi*; Long Ai; Wu Yongkang; Li Xiaoli* Journal of Neural Engineering, 2022, 19(3): 036046. Cortical complexity and connectivity during isoflurane-induced general anesthesia: a rat study Wang, Zhijie; Zhang, Fengrui; Yue, Lupeng; Hu, Li; Li, Xiaoli; Xu, Bo; Liang, Zhenhu* Journal of Neural Engineering, 2022, 19(3): 036009. Enhancement of functional corticomuscular coupling after transcranial ultrasound stimulation in mice Xie, Ping*; Hao, Yingying; Chen, Xiaoling*; Jin, Ziqiang; Cheng, Shengcui; Li, Xin; Liu, Lanxiang; Yuan, Yi; Li, Xiaoli Journal of Neural Engineering, 2022, 19(2): 026014. The effect of mental schema evolution on mental workload measurement: an EEG study with simulated quadrotor UAV operation Gu, Heng; Yao, Qunli; Chen, He; Ding, Zhaohuan; Zhao, Xiaochuan; Liu, Huapeng; Feng, Yunduo; Li, Chen; Li, Xiaoli* Journal of Neural Engineering, 2022, 19(2): 026058. Scale-free dynamics of microstate sequence in negative schizophrenia and depressive disorder Niu, Zikang; Jia, Lina; Liu, Yi; Wang, Qian; Li, Yang; Yang, Lijuan; Li, Xiaoli*; Wang, Xue* Computers in Biology and Medicine, 2022, 143: 105287. Adaptive feature selection with shapley and hypothetical testing: Case study of EEG feature engineering Yin Dingze; Chen Dan*; Tang Yunbo; Dong Heyou; Li Xiaoli* Information Sciences, 2022, 586: 374-390. A Spatio-Temporal Method for Extracting Gamma-Band Features to Enhance Classification in a Rapid Serial Visual Presentation Task Xie, Ping; Hao, Shencai; Zhao, Jing*; Liang, Zhenhu; Li, Xiaoli International Journal of Neural Systems, 2022, 32(03): 2250010. Polymer optical fiber for monitoring human physiological and body function: A comprehensive review on mechanisms, materials, and applications Min, Rui; Hu, Xuehao*; Pereira, Luis; Soares, M. Simone; Silva, Luis C. B.; Wang, Guoqing; Martins, Luis; Qu, Hang; Antunes, Paulo; Marques, Carlos; Li, Xiaoli Optics and Laser Technology, 2022, 147: 107626. Effects of 1Hz repetitive transcranial magnetic stimulation on autism with intellectual disability: A pilot study Kang, Jiannan; Zhang, Zhiming; Wan, Lingyan; Casanova, Manuel F.; Sokhadze, Estate M.; Li, Xiaoli* Computers in Biology and Medicine, 2022, 141: 105167. Automatic classification of ASD children using appearance-based features from videos Li, Jing*; Chen, Zejin; Li, Gongfa; Ouyang, Gaoxiang; Li, Xiaoli Neurocomputing, 2022, 470: 40-50. Propofol Anesthesia Decreased the Efficiency of Long-Range Cortical Interaction in Humans Liang, Zhenhu; Jin, Xing; Ren, Ye; Yu, Tao; Li, Xiaoli* IEEE Transactions on Biomedical Engineering, 2022, 69(1): 165-175. 意识障碍的主要分类、临床特征与评估方法研究进展 董月青; 李小俚 武警医学, 2022, 33(11): 1001-1005. Transcranial photobiomodulation enhances visual working memory capacity in humans. Zhao, Chenguang; Li, Dongwei; Kong, Yuanjun; Liu, Hongyu; Hu, Yiqing; Niu, Haijing; Jensen, Ole; Li, Xiaoli; Liu, Hanli; Song, Yan* Science Advances, 2022, 8(48). A Multimodal Approach for Identifying Autism Spectrum Disorders in Children Han, Junxia; Jiang, Guoqian; Ouyang, Gaoxiang; Li, Xiaoli* IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2022, 30: 2003-2011. A Hierarchical Bayesian Model for Inferring and Decision Making in Multi-Dimensional Volatile Binary Environments Zhu Changbo; Zhou Ke; Tang Fengzhen; Tang Yandong; Li Xiaoli; Si Bailu* Mathematics, 2022, 10(24). Entorhinal-hippocampal interactions lead to globally coherent representations of space Zeng Taiping; Si Bailu*; Li Xiaoli Current Research in Neurobiology, 2022, 3. 宽带微量太赫兹辐射促进神经元生长发育 马少卿; 龚士香; 张微; 路承彪; 李小俚*; 李英伟* Acta Physica Sinica, 2022, 71(20): 341-351. 基于眼动追踪技术的孤独症谱系障碍儿童面孔异常加工识别研究 康健楠; 韩晓雅; 耿新玲; 李小俚 中国康复医学杂志, 2022, 37(07): 933-936. Application of Fast Perturbational Complexity Index to the Diagnosis and Prognosis for Disorders of Consciousness Wang, Yong; Niu, Zikang; Xia, Xiaoyu; Bai, Yang; Liang, Zhenhu; He, Jianghong*; Li, Xiaoli* IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2022, 30: 509-518. BIAN N, YUAN Y, LI Y, et al. Low-Intensity Pulsed Ultrasound Stimulation Inhibits Cortical Spreading Depression [J]. Cerebral cortex, 2021. YUAN Y, ZHANG K, ZHANG Y, et al. The Effect of Low-Intensity Transcranial Ultrasound Stimulation on Neural Oscillation and Hemodynamics in the Mouse Visual Cortex Depends on Anesthesia Level and Ultrasound Intensity [J]. IEEE T Bio-Med Eng, 2021, 68(5): 1619-26. CHEN D, TANG Y, ZHANG H, et al. Incremental factorization of big time series data with blind factor approximation [J]. IEEE Transactions on Knowledge and Data Engineering, 2021, 33(2): 569-84. ZHAO Q, WANG J, LI Z, et al. Effect of Anodic Transcranial Direct Current Stimulation Combined With Speech Language Therapy on Nonfluent Poststroke Aphasia [J]. Neuromodulation: Technology at the NeuralInterface, 2021 In press GU Y, LI X, CHEN S, et al. AOAR: an automatic ocular artifact removal approach for multi-channel electroencephalogram data based on non-negative matrix factorization and empirical mode decomposition [J]. Journal of neural engineering, 2021, 18(5): 056012. LIANG Z, CHENG L, SHAO S, et al. Information Integration and Mesoscopic Cortical Connectivity during Propofol Anesthesia [J]. Anesthesiology, 2020, 132(3): 504-24 WANG Z, YAN J, WANG X, et al. Transcranial Ultrasound Stimulation Directly Influences the Cortical Excitability of the Motor Cortex in Parkinsonian Mice [J]. Movement disorders : official journal of the Movement Disorder Society, 2020, 35(4): 693-8. WANG X, YAN J, WANG Z, et al. Neuromodulation Effects of Ultrasound Stimulation Under Different Parameters on Mouse Motor Cortex [J]. Ieee T Bio-Med Eng, 2020, 67(1): 291-7. ZHOU T, KANG J, CONG F, et al. Early Childhood Developmental Functional Connectivity of Autistic Brains with Non-Negative Matrix Factorization [J]. NeuroImage: Clinical, 2020, 102251. ZHOU T, KANG J, LI Z, et al. Transcranial direct current stimulation modulates brain functional connectivity in autism [J]. NeuroImage: Clinical, 2020, 28(102500. WANG Z, YAN J, WANG X, et al. Transcranial Ultrasound Stimulation Directly Influences the Cortical Excitability of the Motor Cortex in Parkinsonian Mice [J]. Movement disorders : official journal of the Movement Disorder Society, 2020, 35(4): 693-8. YUAN Y, WANG Z, WANG X, et al. Low-Intensity Pulsed Ultrasound Stimulation Induces Coupling Between Ripple Neural Activity and Hemodynamics in the Mouse Visual Cortex [J]. Cerebral cortex, 2019, 29(7): 3220-3. BAI Y, XIA X, WANG Y, et al.Electroencephalography quadratic phase self-coupling correlates with consciousness states and restoration in patients with disorders of consciousness [J]. Clinical Neurophysiology, 2019. CHEN H, SONG Y, LI X L. Use of deep learning to detect personalized spatial-frequency abnormalities in EEGs of children with ADHD [J]. Journal of neural engineering, 2019, 16(6) WEN J, YU T, WANG X, et al. Continuous behavioral tracing-based online functional brain mapping with intracranial electroencephalography [J]. Journal of neural engineering, 2018, 15(5): 054002. QIU L, SU J, NI Y, et al. The neural system of metacognition accompanying decision-making in the prefrontal cortex [J]. PLOS Biology, 2018, 16(4): e2004037. REN G P, YAN J Q, YU Z X, et al. Automated Detector of High Frequency Oscillations in Epilepsy Based on Maximum Distributed Peak Points [J]. International journal of neural systems, 2017,1750029. BAI Y, XIA X, KANG J, et al. TDCS modulates cortical excitability in patients with disorders of consciousness [J]. NeuroImage: Clinical, 2017, 15(702-9. CHEN D, LI X, WANG L, et al. Fast and Scalable Multi-way Analysis of Neural Data [J]. IEEE Transactions on Computers, 2015, 99): 0-13. WANG J, GAO D, LI D, et al. Theta-gamma coupling reflects the interaction of bottom-up and top-down processes in speech perception in children [J]. NeuroImage, 2014, 102P2(637-45. WANG J, WEI Y, WEN J, et al. Skin burn after single session of transcranial direct current stimulation (tDCS) [J]. Brain Stimulation, 2014, 8(1): 165-6. LI Z, OUYANG G, YAO L, et al. Estimating the correlation between bursty spike trains and local field potentials [J]. Neural Networks, 2014, 57(0): 63-72. WEN D, XUE Q, LU C, et al. A global coupling index of multivariate neural series with application to the evaluation of mild cognitive impairment [J]. Neural Networks, 2014, 56(0): 1-9. LI D, VOSS L J, SLEIGH J W, et al. Effects of volatile anesthetic agents on cerebral cortical synchronization in sheep [J].Anesthesiology, 2013, 119(1): 8 LI D, LI X, HAGIHIRA S, et al. Cross-frequency coupling during isoflurane anaesthesia as revealed by electroencephalographic harmonic wavelet bicoherence [J]. British Journal of Anaesthesia, 2013, 110(3):409-19. LI X, OUYANG G, USAMI A, et al. Scale-free topology of the CA3 hippocampal network: a novel method to analyze functional neuronal assemblies [J]. Biophysical journal, 2010, 98(9): 1733-41. CUI D, LIU X, WAN Y, et al. Estimation of genuine and random synchronization in multivariate neural series [J]. Neural Networks, 2010, 23(6): 698-704. LI X, OUYANG G. Estimating coupling direction between neuronal populations with permutation conditional mutual information[J]. NeuroImage, 2010, 52(2): 497-507. LI X L, LI D, VOSS L J, et al. The comodulation measure of neuronal oscillations with general harmonic wavelet bicoherence and application to sleep analysis [J]. NeuroImage, 2009, 48(3): 501-14. LI X, CUI S, VOSS L J. Using permutation entropy to measure the electroencephalographic effects of sevoflurane [J]. Anesthesiology, 2008, 109(3): 448-56. LI X, JEFFERYS J G, FOX J, et al. Neuronal population oscillations of rat hippocampus during epileptic seizures [J]. Neural Networks, 2008, 21(8): 1105-11.

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