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个人简介

1995/12–2000/11, 香港大学,电机电子工程系, 生物医学工程专业,哲学博士 1992/09–1995/07, 中国科学技术大学,电子工程与信息科学系,通信与电子系统专业,工学硕士 1990/09–1992/07, 中国科学技术大学,无线电系, 无线电技术专业,工学学士 1987/09–1990/08, 中国科学技术大学,少年班

研究领域

(1) 神经影像、脑功能连接分析、影像遗传学; (2) 统计信号处理、机器学习与模式识别; (3) 神经工程、脑机接口; (4) 神经语言学

研究领域为生物医学工程,从事神经信息学、脑与认知科学、计算系统生物学等信息科学与生命科学相交叉的跨学科研究,包括语言认知的脑机制、脑功能网络分 析、脑机接口、基因调控网络等。研究手段包括神经影像(功能核磁共振fMRI,多通道高密度EEG,功能近红外成像)、神经电生理学(脑电图EEG,诱发 电位EP,事件相关电位ERP)、分子生物学(基因表达、基因测序)等。亦致力于用于心率异常、糖尿病、青光眼、多动症、抑郁症等疾病诊断与监控仪器的研 究与开发

近期论文

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1.Junling Gao; Jicong Fan; Bonnie Wai Yan Wu; Zhiguo Zhang; Chunqi Chang; Yeung-Sam Hung; Peter Chin Wan Fung; Hin hung Sik, Entrainment of chaotic activities in brain and heart during MBSR mindfulness training, Neuroscience Letters, vol.616, pp 218-223, 2016/3/11. 2.Nan Hu; Bing Sun; Jiajun Wang; Jisheng Dai; Chunqi Chang, Source Localization for Sparse Array using Nonnegative Sparse Bayesian Learning, Signal Processing, in press, 2016. 3.Chen, Wei; Chang, Chunqi; Hu, Yong, Single-Trial Extraction of Pure Somatosensory Evoked Potential Based on Expectation Maximization Approach., IEEE Trans Neural Syst Rehabil Eng, 24(1), pp 10-19, 2016/1. 4.Dai, Jisheng; Hu, Nan; Xu, Weichao; Chang, Chunqi, Sparse bayesian learning for DOA estimation with mutual coupling, Sensors (Switzerland), 15(10), pp 26267-26280, 2015/10/16. 5.Dai, Jisheng; Xu, Weichao; Zhang, Jin; Chang, Chunqi, Homotopy algorithm for l1-norm minimisation problems, IET Signal Processing, 9(1), pp 1-9, 2015/2/1. 6.Zhang, David D.; Pei, Qing; Lee, Harry F.; Zhang, Jane; Chang, Chun Qi; Li, Baosheng; Li, Jinbao; Zhang, Xiaoyang, The pulse of imperial China: a quantitative analysis of long-term geopolitical and climatic cycles, Global Ecology and Biogeography, 24(1), pp 87-96, 2015/1. 7.Dai, Jisheng; Chang, Chunqi, Power allocation for maximizing the MAC capacity via majorization, Eurasip Journal on Advances in Signal Processing, 113卷, 2014/7/15. 8.Zhu, Linlin; Nie, Yaoxin; Chang, Chunqi;Gao, Jia-Hong;Niu, Zhendong, Different patterns and development characteristics of processing written logographic characters and alphabetic words: an ALE meta-analysis., Human Brain Mapping, 35(6), pp 2607-2618, 2014/6. 9.Dai, Jisheng; Bao, Xu; Hu, Nan; Chang, Chunqi; Xu, Weichao, A Recursive RARE Algorithm for DOA Estimation With Unknown Mutual Coupling, IEEE Antennas and Wireless Propagation Letters, 13卷, pp 1593-1596, 2014. 10.Dai, Jisheng; Chang, Chunqi; Mai, Fei; Zhao, Dean; Xu, Weichao, On the SVMpath singularity., IEEE Trans Neural Netw Learn Syst, 24(11), pp 1736-1748, 2013/11. 11.Tam, Gary Hak Fui; Chang, Chunqi; Hung, Yeung Sam, Gene regulatory network discovery using pairwise Granger causality., IET Syst Biol, 7(5), pp 195-204, 2013/10. 12.Tan, Li Hai; Xu, Min; Chang, Chun Qi; Siok, Wai Ting, Chinas language input system in the digital age affects childrens reading development., Proceedings of the National Academy of Sciences of the United States of America, 110(3), pp 1119-1123, 2013/1/15. 13.Xia, Zheng; Chen, Wei; Chang, Chunqi; Zhou, Xiaobo, A novel network and sparsity constraint regression model for functional module 14.Leung, Yuk Yee; Chang, Chun Qi; Hung, Yeung Sam, An Integrated Approach for Identifying Wrongly Labelled Samples When Performing Classification in Microarray Data, PLos One, 7(10), 2012/10/17. 15.Jacklin, Neil; Ding, Zhi; Chen, Wei; Chang, Chunqi, Noniterative Convex Optimization Methods for Network Component Analysis, Ieee-Acm Transactions ON Computational Biology and Bioinformatics, 9(5), pp 1472-1481, 2012/10 SEP-OCT. 16.Dai, Jisheng; Chang, Chunqi; Xu, Weichao; Ye, Zhongfu, Linear precoder optimization for MIMO systems with joint power constraints, IEEE Transactions on Communications, 60(8), pp 2240-2254, 2012. 17.Lin, Lanxin; Shen, Minfen; So, H.C.; Chang, Chunqi, Convergence analysis for initial condition estimation in coupled map lattice systems, IEEE Transactions on Signal Processing, 60(8), pp 4426-4432, 2012. 18.Lai, Sui Man;Zhang, Zhiguo; Hung, Yeung Sam; Niu, Zhendong;Chang, Chunqi, A Chromatic Transient Visual Evoked Potential Based Encoding/Decoding Approach for Brain-Computer Interface, Ieee Journal ON Emerging and Selected Topics in Circuits and Systems, 1(4), pp 578-589, 2011/12. 19.Liu, HongTao; Chang, C. Q.; Luk, Keith D. K.; Hu, Yong, Comparison of Blind Source Separation Methods in Fast Somatosensory-Evoked Potential Detection, Journal of Clinical Neurophysiology, 28(2), pp 170-177, 2011/4. 20.F. Mai; C.Q. Chang; Y.S. Hung, A subspace approach for matching 2D shapes under affine distortions, Pattern Recognition, 44(2), pp 210-221, 2011/2. 21.Guo, Xiansheng;Wan, Qun;Chang, Chunqi;Lam, Edmund Y., Source localization using a sparse representation framework to achieve superresolution, Multidimensional Systems and Signal Processing, 21(4), pp 391-402, 2010/12. 22.Xiansheng Guo;Chunqi Chang; Edmund Y. Lam, Blind separation of electron paramagnetic resonance signals using diversity minimization, Journal of Magnetic Resonance, 204(1), pp 26-36, 2010/5. 23.Shen, Minfen; Lin, Lanxin; Chen, Jialiang; Chang, Chunqi Q., A Prediction Approach for Multichannel EEG Signals Modeling Using Local Wavelet SVM, IEEE Transactions on Instrumentation and Measurement, 59(5), pp 1485-1492, 2010/5. 24.Dai, Jisheng; Chang, Chunqi; Ye, Zhongfu; Hung, Yeung Sam, An Efficient Greedy Scheduler for Zero-Forcing Dirty-Paper Coding, IEEE Transactions on Communications, 57(7), pp 1939-1943, 2009/7. 25.Shen Min-Fen; Lin Lan-Xin; Li Xiao-Yan; Chang Chun-Qi, Initial condition estimate of coupled map lattices system based on symbolic dynamics, Acta Physica Sinica, 58(5), pp 2921-2929, 2009/5. 26.Dai, Jisheng; Chang, Chunqi; Ye, Zhongfu; Hung, Yeung Sam, An efficient greedy scheduler for zero-forcing dirty-paper coding, IEEE Transactions on Communications, 57(7), pp 1939-1943, 2009. 27.Yao, Jianchao; Chang, Chunqi; Salmi, Mari L.; Hung, Yeung Sam; Loraine, Ann; Roux, Stanley J., Genome-scale cluster analysis of replicated microarrays using shrinkage correlation coefficient, BMC Bioinformatics, 9卷, 2008/6/18. 28.Chang, Chunqi; Ding, Zhi; Hung, Yeung Sam; Fung, Peter Chin Wan, Fast network component analysis (FastNCA) for gene regulatory network reconstruction from microarray data, Bioinformatics, 24(11), pp 1349-1358, 2008/6/1. 29.Xu, Weichao; Chang, Chunqi; Hung, Y. S.; Fung, Peter Chin Wan, Asymptotic properties of order statistics correlation coefficient in the normal cases, Ieee Transactions ON Signal Processing, 56(6), pp 2239-2248, 2008/6. 30.Xu, Weichao; Chang, Chunqi; Hung, Y. S.; Kwan, S. K.; Fung, Peter Chin Wan, Order statistics correlation coefficient as a novel association measurement with applications to biosignal analysis, Ieee Transactions ON Signal Processing, 55(12), pp 5552-5563, 2007/12. 31.K.H. Ting; P.C.W. Fung; C.Q. Chang; F.H.Y. Chan, Automatic correction of artifact from single-trial event-related potentials by blind source separation using second order statistics only, Medical Engineering & Physics, 28(8), pp 780-794, 2006/10. 32.Qiu, Wei; Chang, Chunqi; Liu, Wenqing; Poon, Paul W F; Hu, Yong; Lam, F K; Hamernik, Roger P; Wei, Gang; Chan, Francis H Y, Real-time data-reusing adaptive learning of a radial basis function network for tracking evoked potentials., IEEE Transactions on Biomedical Engineering, 53(2), pp 226-237, 2006/2. 33.Xu, Xu; Ye, Zhongfu; Zhang, Yufeng; Chang, Chunqi, A deflation approach to direction of arrival estimation for symmetric uniform linear array, IEEE Antennas and Wireless Propagation Letters, 5卷, pp 486-489, 2006. 34.Yong Hu; Benny S.C. Lam; C.Q. Chang; Francis H.Y. Chan; W.W. Lu; Keith D.K. Luk, Adaptive signal enhancement of somatosensory evoked potential for spinal cord compression detection: an experimental study, Computers in Biology and Medicine, 35(9), pp 814-828, 2005/11. 35.Xu, Ruian; Rahimi, Mehdi; Ma, Hsu; Fung, Peter; Chang, Chunqi; Xu, Sue; During, Matthew, Stability of infectious recombinant adeno-associated viral vector in gene delivery., Medical Science Monitor, 11(9), pp BR305-BR308, 2005/9. 36.Chunqi Chang; Jiyun Ren; Peter C.W. Fung; Y.S. Hung; J.G. Shen; Francis H.Y. Chan, Novel sparse component analysis approach to free radical EPR spectra decomposition, Journal of Magnetic Resonance, 175(2), pp 242-255, 2005/8. 37.Benny S.C. Lam; Yong Hu; William W. Lu; Keith D.K. Luk; C.Q. Chang; Wei Qiu; Francis H.Y. Chan, Multi-adaptive filtering technique for surface somatosensory evoked potentials processing, Medical Engineering & Physics, 27(3), pp 257-266, 2005/4. 38.J.Y. Ren; C.Q. Chang; P.C.W. Fung; J.G. Shen; F.H.Y. Chan, Free radical EPR spectroscopy analysis using blind source separation, Journal of Magnetic Resonance, 166(1), pp 82-91, 2004/1. 39.Chang, Chunqi; Ding, Zhi; Yau, Sze Fong; Chan, Francis H.Y., Matrix-pencil approach to blind separation of colored nonstationary signals, IEEE Transactions on Signal Processing, 48(3), pp 900-907, 2000. 40.Chang, Chunqi; Yau, Sze Fong; Kwok, Paul; Chan, Francis H.Y.; Lam, F.K., Uncorrelated component analysis for blind source separation, Circuits, Systems, and Signal Processing, 18(3), pp 225-239, 1999.

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