常春起

研究员

邮箱: cqchang@sions.cn

常春起,深圳市神经科学研究院研究员,深圳大学特聘教授,第三批国家青年千人计划入选人。1987年就读于中国科学技术大学少年班,分别于1992、1995年获中国科学技术大学电子与信息科学系学士、硕士学位,2001年获香港大学生物医学工程专业博士学位。2002年1月至2012年11月就职于香港大学,先后任电机电子工程系博士后研究员、副研究员、助理教授(研究)、语言学系及脑与认知科学国家重点实验室访问教授。2012年至2015年任职苏州大学电子信息学院。研究领域为信号与信息处理、生物医学工程、计算系统生物学、脑与认知科学等信息科学与生命科学相交叉的跨学科领域,主要研究方向包括统计信号处理、机器学习与模式识别、生物医学信号处理、基因调控网络、神经反馈、脑机接口、脑连接网络、语言认知及禅修的脑机制等,主持搭建香港仅有的一套EEG/fMRI同步采集系统并开拓相关领域的科学研究。主持香港研究资助局GRF项目两项、香港大学校内研究资助项目多项,联合申请香港创新科技署ITF项目、国家自然科学基金面上项目、科技部973课题等8项。发表国际期刊及会议论文100余篇,其中SCI收录40余篇。2010年起三次主持脑科学领域国际学术研讨会,为20余家脑科学、信息科学、生物医学工程、生物信息学方面知名国际期刊审稿人,任国际中国语言脑科学学会秘书长、IEEE SMC专业学会香港分会秘书、及中国生物医学工程学会青年委员。

代表性论文:

  1. Dai, J., Bao, X., Hu, N., Chang, C., & Xu, W. (2014). A Recursive RARE Algorithm for DOA Estimation With Unknown Mutual Coupling. Antennas and Wireless Propagation Letters, IEEE, 13, 1593-1596.
  2. Dai, J., & Chang, C. (2014). Power allocation for maximizing the MAC capacity via majorization. EURASIP Journal on Advances in Signal Processing, 2014(1), 1-9.
  3. Zhu, L., Nie, Y., Chang, C., Gao, J. H., & Niu, Z. (2014). Different patterns and development characteristics of processing written logographic characters and alphabetic words: An ALE meta‐analysis. Human Brain Mapping, 35(6), 2607-2618.
  4. Dai, J., Chang, C., Mai, F., Zhao, D., & Xu, W. (2013). On the SVMpath singularity. Neural Networks and Learning Systems, IEEE Transactions on ,24(11), 1736-1748.
  5. Tam, G. H. F., Chang, C., & Hung, Y. S. (2013). Gene regulatory network discovery using pairwise Granger causality. IET Systems Biology, 7(5), 195-204.
  6. Tan, L. H., Xu, M., Chang, C.Q., & Siok, W. T. (2013). China’s language input system in the digital age affects children’s reading development. Proceedings of the National Academy of Sciences, 110(3), 1119-1123.
  7. Xia, Z., Zhou, X., Chen, W., & Chang, C. (2010, December). A graph-based elastic net for variable selection and module identification for genomic data analysis. In Bioinformatics and Biomedicine (BIBM), 2010 IEEE International Conference on (pp. 357-362). IEEE.
  8. Jacklin, N., Ding, Z., Chen, W., & Chang, C. (2012). Noniterative convex optimization methods for network component analysis. Computational Biology and Bioinformatics, IEEE/ACM Transactions on, 9(5), 1472-1481.
  9. Lin, L., Shen, M., So, H. C., & Chang, C. (2012). Convergence analysis for initial condition estimation in coupled map lattice systems. IEEE Transactions on Signal Processing, 60(8), 4426-4432.
  10. Dai, J., Chang, C., Xu, W., & Ye, Z. (2012). Linear precoder optimization for MIMO systems with joint power constraints. IEEE Transactions on Communications, 60(8), 2240-2254.
  11. Mai, F., Chang, C. Q., & Hung, Y. S. (2011). A subspace approach for matching 2D shapes under affine distortions. Pattern Recognition, 44(2), 210-221.
  12. Guo, X., Chang, C., & Lam, E. Y. (2010). Blind separation of electron paramagnetic resonance signals using diversity minimization. Journal of Magnetic Resonance, 204(1), 26-36.
  13. Shen, M., Lin, L., Chen, J., & Chang, C. Q. (2010). A prediction approach for multichannel EEG signals modeling using local wavelet SVM. IEEE Transactions on Instrumentation and Measurement, 59(5), 1485-1492.
  14. Dai, J., Chang, C., Ye, Z., & Hung, Y. S. (2009). An efficient greedy scheduler for zero-forcing dirty-paper coding. IEEE Transactions on Communications, 57(7), 1939-1943.
  15. Chang, C., Ding, Z., Hung, Y. S., & Fung, P. C. W. (2008). Fast network component analysis (FastNCA) for gene regulatory network reconstruction from microarray data. Bioinformatics, 24(11), 1349-1358.
  16. Xu, W., Chang, C., Hung, Y. S., & Fung, P. C. W. (2008). Asymptotic properties of order statistics correlation coefficient in the normal cases. IEEE Transactions on Signal Processing,56(6), 2239-2248.
  17. Xu, W., Chang, C., Hung, Y. S., Kwan, S. K., & Fung, P. C. W. (2007). Order statistics correlation coefficient as a novel association measurement with applications to biosignal analysis., IEEE Transactions on Signal Processing, 55(12), 5552-5563.
  18. Chang, C., Ren, J., Fung, P. C., Hung, Y. S., Shen, J. G., & Chan, F. H. (2005). Novel sparse component analysis approach to free radical EPR spectra decomposition. Journal of Magnetic Resonance, 175(2), 242-255.
  19. Chang, C, Ding, Z., Yau, S. F., & Chan, F. H. (2000). A matrix-pencil approach to blind separation of colored nonstationary signals. IEEE Transactions on Signal Processing, 48(3), 900-907.
  20. Chang, C., Yau, S. F., Kwok, P., Chan, F. H., & Lam, F. K. (1999). Uncorrelated component analysis for blind source separation. Circuits, Systems and Signal Processing, 18(3), 225-239.