Professor | Jinwen Ma | Asia Growth Partners

Name	Jinwen Ma
Contact Information	jwma at math dot pku dot edu dot cn
Language ability	Chinese, English
Province	Beijing

Name

Jinwen Ma

Contact Information

jwma at math dot pku dot edu dot cn

Language ability

Chinese, English

Province

Beijing

University/Lab Affiliation and Title	Peking University
Faculty	Mathematical Sciences
Academic Background & Achievements	1992 PhD in Science, Nankai University 1988 Master of Science, Xi'an Jiaotong University 1983 Bachelor of Science, Shaanxi Normal University
Work Experience	2001.9- Professor, Peking University School of Mathematical Sciences 2011.9-2012.2 Scientist, Methodist Hospital Research Institute, USA 2005.9-2006.8 Research Scientist, RIKEN Brain Science Institute, Japan 2000.7-2000.12 Researcher, Chinese University of Hong Kong 1995.9-1996.7 Associate Researcher, Chinese University of Hong Kong 1992.7-2001.8 Lecturer to Professor, Shantou University
Awards	2022.07 Contribution Award for 70 Years of Peking University's Education for International Students 2021.06 Third Prize, Yangzhou Economic and Technological Development Zone Entrepreneurship Competition 2020.12 Best Paper at the 15th IEEE International Conference on Signal Processing (ICSP 2020) 2019.09 Peking University Teaching Excellence Award 2019 2019.05 Sixth Outstanding Science and Technology Worker of the Chinese Institute of Electronics 2019.04 Best Paper Award at the 19th National Conference on Signal Processing 2016.06 Outstanding Paper Award 2015 by China Science and Technology Paper Online 2015.09 Second Advanced Individual in Industry-University-Research Cooperation, Peking University 2012.07 Outstanding Doctoral Dissertation Supervisor, Peking University 2011.12 Third Prize in Military Science and Technology Progress by PLA General Equipment Department 2010.10 IEEE Award for International Exchange 2010.07 Outstanding Doctoral Dissertation Supervisor, Peking University 2009.08 Best Paper Award at the 14th National Conference on Signal Processing 2009.11 Peking University Zhengda Teaching Award 2009 2007.08 Best Paper Award at the 13th National Conference on Signal Processing 2003.11 Zhou Peiyuan Mathematics Teaching Award, Peking University

University/Lab Affiliation and Title

Peking University

Faculty

Mathematical Sciences

Academic Background & Achievements

1992 PhD in Science, Nankai University
1988 Master of Science, Xi'an Jiaotong University
1983 Bachelor of Science, Shaanxi Normal University

Work Experience

2001.9- Professor, Peking University School of Mathematical Sciences
2011.9-2012.2 Scientist, Methodist Hospital Research Institute, USA
2005.9-2006.8 Research Scientist, RIKEN Brain Science Institute, Japan
2000.7-2000.12 Researcher, Chinese University of Hong Kong
1995.9-1996.7 Associate Researcher, Chinese University of Hong Kong
1992.7-2001.8 Lecturer to Professor, Shantou University

Awards

2022.07 Contribution Award for 70 Years of Peking University's Education for International Students
2021.06 Third Prize, Yangzhou Economic and Technological Development Zone Entrepreneurship Competition
2020.12 Best Paper at the 15th IEEE International Conference on Signal Processing (ICSP 2020)
2019.09 Peking University Teaching Excellence Award 2019
2019.05 Sixth Outstanding Science and Technology Worker of the Chinese Institute of Electronics
2019.04 Best Paper Award at the 19th National Conference on Signal Processing
2016.06 Outstanding Paper Award 2015 by China Science and Technology Paper Online
2015.09 Second Advanced Individual in Industry-University-Research Cooperation, Peking University
2012.07 Outstanding Doctoral Dissertation Supervisor, Peking University
2011.12 Third Prize in Military Science and Technology Progress by PLA General Equipment Department
2010.10 IEEE Award for International Exchange
2010.07 Outstanding Doctoral Dissertation Supervisor, Peking University
2009.08 Best Paper Award at the 14th National Conference on Signal Processing
2009.11 Peking University Zhengda Teaching Award 2009
2007.08 Best Paper Award at the 13th National Conference on Signal Processing
2003.11 Zhou Peiyuan Mathematics Teaching Award, Peking University

Areas of Focus	Neural Computing Pattern Recognition Image Processing Big Data Mining Bioinformatics
Publications	Simplex memory neural networks, Jinwen Ma, 1997 The stability of the generalized Hopfield networks in randomly asynchronous mode, Jinwen Ma, 1997 Asymptotic convergence rate of the EM algorithm for Gaussian mixtures, Jinwen Ma, Lei Xu and Michael I. Jordan, 2000 A hybrid neural network of addressable and content-addressable memory, Jinwen Ma, 2003 A gradient BYY harmony learning rule on Gaussian mixture with automated model selection, Jinwen Ma, Taijun Wang, and Lei Xu, 2004 Asymptotic convergence properties of the EM algorithm with respect to the overlap in the mixture, Jinwen Ma and Lei Xu, 2005 On the correct convergence of the EM algorithm for Gaussian mixtures, Jinwen Ma and Shuqun Fu, 2005 A cost function approach to rival penalized Competitive learning (RPCL), Jinwen Ma and Taijun Wang, 2006 The BYY annealing learning algorithm for Gaussian mixture with automated model selection, Jinwen Ma and Jianfeng Liu, 2007 Parameter estimation of Poisson mixture with automated model selection through BYY harmony learning, Jinwen Ma, Jianfeng Liu and Zhijie Ren, 2009

Areas of Focus

Neural Computing
Pattern Recognition
Image Processing
Big Data Mining
Bioinformatics

Publications

Simplex memory neural networks, Jinwen Ma, 1997
The stability of the generalized Hopfield networks in randomly asynchronous mode, Jinwen Ma, 1997
Asymptotic convergence rate of the EM algorithm for Gaussian mixtures, Jinwen Ma, Lei Xu and Michael I. Jordan, 2000
A hybrid neural network of addressable and content-addressable memory, Jinwen Ma, 2003
A gradient BYY harmony learning rule on Gaussian mixture with automated model selection, Jinwen Ma, Taijun Wang, and Lei Xu, 2004
Asymptotic convergence properties of the EM algorithm with respect to the overlap in the mixture, Jinwen Ma and Lei Xu, 2005
On the correct convergence of the EM algorithm for Gaussian mixtures, Jinwen Ma and Shuqun Fu, 2005
A cost function approach to rival penalized Competitive learning (RPCL), Jinwen Ma and Taijun Wang, 2006
The BYY annealing learning algorithm for Gaussian mixture with automated model selection, Jinwen Ma and Jianfeng Liu, 2007
Parameter estimation of Poisson mixture with automated model selection through BYY harmony learning, Jinwen Ma, Jianfeng Liu and Zhijie Ren, 2009

Neural Networks Machine Learning Data Analysis Computational Models Algorithm Development Statistical Methods Data Processing Genomic Data Predictive Modeling Classification Algorithms

Jian Ding - Peking University

Gan Rui - Peking University

Zhou Jin - Wuhan University

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