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Faculty

Lei Zhang Associate Professor

Academic Area: 
Instrument Science and Technology
Research Interests: 
  • Big data and Machine learning
  • Deep learning
  • Stochasic resonance
Bio: 

Educational Background:

  • PhD, Instrument Science and Technology, Southeast University (2011)
  • MA, Pattern Recognition and Intelligent System, Shenyang Institute of Automation Chinese Academy of Sciences (2004)
  • BA, Computer Science and Technology, Zhengzhou University (2001)

  Research:

   Research Projects:

  • Natural Science Foundation of China(No.61203237),2013-2015
  • Natural Science Foundation of Zhejiang Province(No.Q12F030064),2012-2014

  Journal Articles:

  • He J, Zhang Y, Zhou Y and Zhang L, Adaptive Stochastic Gradient Descent on the Grassmannian for Robust Low-Rank Subspace Recovery,  IET Signal Processing, 2016, Online ISSN 1751-9683.
  • He J,  Gao MW, Zhang L and Wu H, Sparse Signal Recovery from Fixed Low-Rank Subspace via Compressive Measurement ,  Algorithms, 2013, 6, 871-882.
  • Zhang L, Song AG and He J, Logic signals driven stochastic resonance in bistable dynamics subjected to 1/f noise floor, The European Physical Journal B, 2011, 80, 147-153.
  • Zhang L, Song AG and He J, Effect of colored noise on logical stochastic resonance in bistable dynamics, Physical Review E, Vol.82, No.5, 2010, 051106.
  • Zhang L, Song AG and He J, Stochastic resonance of subdiffusive bistable dynamics driven by levy noise based on subordination process, Journal of physics A: Mathematical and Theoretical, Vol.42, No.47,2009,475003.
  • Zhang L, Song AG and He J, Stochastic resonance in saturation nonlinearities based on signal detection, Fluctuation and Noise Letters.Vol.8, No.2, 2008, L229-L235.
  • He J, Zhang L, Wang Q, Li ZG, Using diffusion geometric coordinates for hyperspectral imagery representation, IEEE Geoscience and Remote Sensing Letters, Vol.6, No.4, 2009, 767-771.
  • Zhang L and Song AG, Development and Prospect of Stochastic Resonance in Signal Processing. Acta Electronica Sinica, Vol.37, No.4 ,2008, 811-818.

 Honors and Awards:

  •  2008   Accepted to“Internet Multi-Resolution Analysis: Foundations,and Practice”program Fellowship awarded from IPAM, UCLA
  •  2012  Honor PhD Thesis“Study on Logical Stochastic Reseonance Theory Based  on  Bistable   Dynamical System”Southeast University

Academic Title:
  IEEE Member

Contact:

  Tel: +86-025-85481045
  Email: leizhang@njnu.edu.cn