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Jie Zhang
Published:2011-11-29 Hits:3792

 

Jie Zhang

Associate Principle Investigator

Fudan University Center for Computational Systems Biology

Email: jzhang080@gmail.com;zhangjie80@fudan.edu.cn

Office Phone: 86-21-65643153

 

Background:

2011-Pres. Associate Research Scientist; Dept. Neurobiology, Yale Univ. School of Medicine

2005-2010 Post Doctoral Associate, Dept. Neurobiology, Yale University School of Medicine;

2001-2004 Post Doctoral Fellow, Center for the Neural Basis of Cognition, Carnegie Mellon University;

1998-2001 Ph.D. study, Research and Teaching Assistant, Department of Physics, Nanjing University, China;

2001-2004 M.S., School of Information Science and Engineering, Shandong University

1997-2001 B.S., College of Chemistry and Chemical Engineering, China University of Petroleum

 

Research:

1. Nonlinear Time Series Analysis with application to Computational System Biology:Computational Neuroscience (FMRI and EEG analysis); Biomedical signal Processing

2. Complex systems & Complex networks: Structure and dynamics of Networks; Dynamical Processes on Networks; Community detection

3. Pattern Recognition, Data Mining, and Bioinformatics:Clustering; Dimension reduction;

 

Representative Publications:

J. Zhang, K. Zhang, JF Feng, and M. Small. “Rhythmic Dynamics and Synchronization via Dimensionality Reduction: Application to Human Gait.” PLoS Computational Biology 6 (2010): e1001033.

J. Zhang, C. Zhou, X. Xu, and M. Small. “Mapping from structure to dynamics: A unified view of dynamical processes on networks.” Physical Review E 82 (2010): 026116.

J. Zhang, K. Zhang, X. Xu, C. K. Tse and M. Small. “Seeding the kernels in graphs: towards multi-resolution community analysis.” New Journal of Physics 11 (2009): 113003.

X. Xu, J. Zhang and M. Small. “Superfamily phenomena and motifs of networks induced from time series." Proceedings of the National Academy of Sciences, USA (PNAS) 105 (2008): 19601-19605.

J. Zhang and M. Small. “Complex network from pseudoperiodic time series: Topology versus dynamics." Physical Review Letters 96 (2006): 238701.

 

 

 

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