考博考生生准备要参加博士研究生考试时，必须要先确定准备攻读博士的相关专业，然后选择该专业有招生需求的学校，接下来应该联系博士生导师，只有当博士生导师同意考生报考，考博生才可以报考。所以提前了解博士生导师的学术文章及联系方式很重要，新东方在线特整理了各招收博士院校博导的简介及联系方式供考博生参考。
教授 - 马尽文
基本信息
姓名马尽文
职称教授
所在部门信息科学系
职务信息科学系主任
研究方向学习模型与算法;模式识别;生物信息学
个人主页http://www.math.pku.edu.cn/is/~jwma/
办公室1372E
电话60609
电子邮件jwma at math dot pku dot edu dot cn
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教学活动
时间课程名称课程面向
春季信息科学基础本科生/研究生
秋季人工神经网络研究生/本科生
秋季智能计算研究生/本科生
主要论著
著作名称下载链接
1. Jinwen Ma, Simplex memory neural networks, Neural Networks, vol.10, no.1, pp: 25-29, 1997.20080930202201.pdf
2. Jinwen Ma, The stability of the generalized Hopfield networks in randomly asynchronous mode, Neural Networks, vol.10, no.6, pp: 1109-1116, 1997.20080930201951.pdf
3. Jinwen Ma, The object perceptron learning algorithm on generalised Hopfield networks for associative memory, Neural Computing & Applications, vol.8, no.1, pp: 25-32, 1999.20080930202536.pdf
4. Jinwen Ma, The asymptotic memory capacity of the generalized Hopfield networks，Neural Networks, vol.12, no.9, pp: 1207-1212, 1999.20080930202702.pdf
5. Jinwen Ma, Lei Xu and Michael I. Jordan, Asymptotic convergence rate of the EM algorithm for Gaussian mixtures, Neural Computation，vol.12, no.12, pp:2881-2907, 2000.20080930202844.pdf
6. Jinwen Ma, A neural network approach to real-time pattern recognition, International Journal of Pattern Recognition and Artificial Intelligence, vol.15, no.6, pp: 937-947, 2001.20080930203023.pdf
7. Jinwen Ma, A hybrid neural network of addressable and content-addressable memory, International Journal of Neural Systems, vol.13, no.3, pp: 205-213, 2003.20080930203212.pdf
8. Jinwen Ma and Taijun Wang, Entropy penalized automated model selection on Gaussian mixture, International Journal of Pattern Recognition and Artificial Intelligence, vol.18, no.8, pp: 1501-1512, 2004.20080930203329.pdf
9. Jinwen Ma, The capacity of time-delay recurrent neural network for storing spatio-temporal sequences, Neurocomputing, vol.62, pp: 19-27, 2004.20080930203450.pdf
10. Jinwen Ma, Taijun Wang, and Lei Xu, A gradient BYY harmony learning rule on Gaussian mixture with automated model selection, Neurocomputing, vol.56, pp: 481-487, 2004.20080930203641.pdf
11. Jinwen Ma and Lei Xu, Asymptotic convergence properties of the EM algorithm with respect to the overlap in the mixture, Neurocomputing，vol.68, pp: 105-129, 2005.20080930204243.pdf
12. Jinwen Ma, Bin Gao, Yang Wang, Qiansheng Cheng, Conjugate and natural gradient rules for BYY harmony learning on Gaussian mixture with automated model selection, International Journal of Pattern Recognition and Artificial Intelligence, vol.19, no.5, pp: 701-713, 2005.20080930204424.pdf
13. Jinwen Ma, Fuhai Li, Jianfeng Liu, Non-parametric statistical tests for informative gene selection, Lecture Notes in Computer Science, vol.3498, pp: 697-702, 2005.20080930204558.pdf
14. Jinwen Ma, Zhiyong Liu and Lei Xu, A further result on the ICA one-bit-matching conjecture, Neural Computation, vol.17, no.2, pp: 331-334, 2005.20080930204658.pdf
15. Jinwen Ma and Shunqun Fu, On the correct convergence of the EM algorithm for Gaussian mixtures, Pattern Recognition，vol.38, no.12, pp: 2602-2611, 2005.20080930204814.pdf
15. Jinwen Ma and Taijun Wang, A cost function approach to rival penalized Competitive learning (RPCL), IEEE Transactions on Systems, Man and Cybernetics, Part B: Cybernetics, vol.36, no.4, pp: 722-737, 2006.20080930204920.pdf
16. Jinwen Ma and Bin Cao, The Mahalanobis distance based rival penalized competitive learning algorithm, Lecture Notes in Computer Science，vol.3971, pp: 442-447, 2006.20081017205920.pdf
17. Jinwen Ma and Le Wang, BYY harmony learning on finite mixture: adaptive gradient implementation and a floating RPCL mechanism, Neural Processing Letters, vol.24, no.1, pp: 19-40, 2006.20081017210053.pdf
18. Jinwen Ma and Jianfeng Liu, The BYY annealing learning algorithm for Gaussian mixture with automated model selection, Pattern Recognition, vol.40, pp:2029-2037, 2007.20081017210206.pdf
19. Jinwen Ma, Automated model selection (AMS) on finite mixture: a new perspective for data modeling, Chinese Journal of Engineering Mathematics, vol.24, no.4, pp: 571-584, 2007.20081017210314.pdf
20. Jinwen Ma and Lei Li, Automatic straight line detection through fixed-point BYY harmony learning, Lecture Notes in Computer Sciences, vol.5226, pp: 569-576, 2008.20081017210453.pdf
21. Jinwen Ma and Xuefeng He, A fast fixed-point BYY harmony learning algorithm on Gaussian mixture with automated model selection, Pattern Recognition Letters, vol.29,no.6, pp: 701-711, 2008.20081017210538.pdf
22. Jinwen Ma, Jianfeng Liu and Zhijie Ren, Parameter estimation of Poisson mixture with automated model selection through BYY harmony learning, Pattern Recognition, vol.42, pp: 2659-2670, 2009.20091017160405.pdf
23. Fei Ge and Jinwen Ma, Spurious solution of the maximum likelihood approach to ICA, IEEE Signal Processing Letters, vol.17.no.7, pp: 655-658, 2010.20120919155332.pdf
24. Yan Yang and Jinwen Ma, Asymptotic convergence properties of the EM algorithm for mixture of experts, Neural Computation, vol.23, no.8, pp: 2140-2168, 2011.20120919155718.pdf
25. Yongsheng Dong and Jinwen Ma, Bayesian texture classification based on contourlet transform and BYY harmony learning of Poisson mixtures, IEEE Trans. on Image Processing, vol.21,no.3, pp: 901-918, 2012.20120919162732.pdf
科研项目
起止时间项目名称资助来源
2012.12-2016.7数字图像中自动目标检测算法及其应用外协研究项目(负责人)
2012.1-2015.12基于数据学习的高斯过程混合体的模型选择及其应用研究国家自然科学基金(负责人)
2011.1-2014.12地震属性提取与分析国家科技重大专项子项(负责人)
2011.1-2013.12基于BYY和谐学习的RBF网络及其在非线性时间序列预测中的应用教育部博士点基金(负责人)
2009.1-2011.12统计学习算法在地震勘探中的应用外协研究项目(负责人)
2008.1-2010.12ICA并行分离算法中模板密度函数的自适应匹配与无假解分析教育部博士点基金(负责人)
2008.1-2010.12有限混合体数据的动态模型选择算法及其应用国家自然科学基金(负责人)
2007.1-2009.12独立分量分析中一比特匹配猜想及其相关学习算法研究教育部留学回国人员科研启动基金
2005.1-2007.12有限混合体数据的自动模型选择理论与应用研究国家自然科学基金(负责人)
2001.1-2003.12类别数确定及其聚类的学习理论与算法研究国家自然科学基金(负责人)
1998.1-2000.12竞争学习神经网络的正确分类问题研究广东省自然科学基金(负责人)
1998.1-2000.12时间联想的理论与应用研究国家自然科学基金(负责人)
1993.7-1996.6时空神经网络的建模、数理分析及自组织学习算法国家数学天元基金(负责人)
所获奖励
获奖时间所获奖励
2012.7北京大学优秀博士学位论文指导教师
2011.12中国人民解放军总装备部军队科技进步参等奖
2010.10IEEE 促进国际交流奖(基于对ICSP的贡献)
2009.8第14届全国信号处理学术会议优秀论文奖(合作者何学锋)
2009.11北京大学2009年度正大奖教金(优秀奖)
2007.8第13届全国信号处理学术会议优秀论文奖(合作者徐斌)
2005.9优秀班主任(2004-2005年度)
2003.11周培源数学奖教金
社会工作
时间所在机构担任职务
2012.09-2016.08中国工业与应用数学学会理事
2001.11-2013.10《信号处理》杂志编委
2001.11-2013.10中国电子学会信号处理分会委员