Jiali Yu

 

 

 

 

Email: yujiali@uestc.edu.cn ;

Homepage: http://www.machineilab.org/users/yujiali/index.htm


 

Education

PhD.,     Computer Science                                                     Mar 2006 – Jun 2009

School of Computer Science and Engineering

University of Electronic Science and Technology of China

              Supervisor: Prof. Zhang Yi (Email: zhangyi@scu.edu.cn)

               Thesis Title: Continuous Attractors and Fuzzy Control of Recurrent Neural Networks

 

M.S.,     Applied Mathematics                                                        Sep. 2000 – Apr 2003

School of Applied Mathematics

University of Electronic Science and Technology of China

 

B.S.,      Applied Mathematics                                                        Sep. 1997Jul 2000

Department of Mathematics and Computer Science

Yantai Normal University, Yantai, China

 

Professional Experience

Visiting Scholar                                                                       Oct 2008 –Dec 2008

Laboratory of Neural Information Processing

Institute of Neuroscience

Shanghai Institute for Biological Science, Chinese Academy of Sciences

 

Lecturer                                                                          Jan. 2006

School of Applied Mathematics

University of Electronic Science and Technology of China

 

Teaching Assistant                                                                  Apr 2003 – Dec 2005

School of Applied Mathematics

University of Electronic Science and Technology of China

         

Research Interests

  • Theories and Applications of Neural Network: Dynamics Analysis of Neural Networks, Modeling and Simulation of Neural Information System
  • Control Theories and Applications: Adaptive Control by Neural Networks Approach, Dynamics of Nonlinear Control System.

 

Professional Activities

Session Chair

ü        Chair of the slide session MM4 “ Soft Computing, Fuzzy Systems I ” at the CIS-RAM 2008 conference in Chengdu, China on 22-24 September 2008.

ü        Chair of the slide session WP6 “Other Topics in CIS (Cybernetics and Intelligent Systems)” at the CIS-RAM 2008 conference in Chengdu, China on 22-24 September 2008.

 

Research Publications

 

Journal Papers

1.      Jiali Yu, Z. Yi and L. Zhang, Representations of Continuous Attractors of Recurrent Neural Networks, IEEE Transactions on Neural Networks, vol. 20, no. 2, 368-372, 2009.

2.      Z. Yi, L. Zhang, Jiali Yu and K. K. Tan, Permitted and Forbidden Sets in Discrete-time Linear Threshold Recurrent Neural Networks, IEEE Transactions on Neural Networks, vol. 20, no. 6,952-963, 2009.

3.      L. Zhang, Z. Yi and Jiali Yu, Multiperiodicity and Attractivity of Delayed Recurrent Neural Networks with Unsaturating Piecewise Linear Transfer Functions, IEEE Transactions on Neural Networks, vol. 19, no. 1, 158-167, 2008.

4.      Jiali Yu, Z. Yi and L. Zhang, Periodicity of a Class of Nonlinear Fuzzy Systems with Delays, Chaos, Solitons and Fractals, vol. 40, no. 3, 1343-1351, 2009.

5.      Jiali Yu and Z. Yi, Stability Analysis for a Class of  Nonlinear Fuzzy Systems With Delays, Mathematical Methods, Physical Models and Simulation Science and Technology, vol.1, no.1, 103-122, 2008.

6.      Jiali Yu and Z. Yi, Continuous Attractors of Linear Recurrent Neural Networks with Asymmetric Connection Weights, Journal of Neural Computing Systems, Accepted.

7.      L. Zhang, Z. Yi, Jiali Yu and P. A. Heng, Some Multistability Properties of Bidirectional Associative Memory Recurrent Neural Networks with Unsaturating Piecewise Linear Transfer Functions, Neurocomputing, (2009) doi: 10.1016 /j.neucom. 2009.05.008.

 

Conference Papers:

1.      Jiali Yu, Z. Yi and L. Zhang, Representations of Continuous Attractors of Discrete-Time Cellular Neural Networks, 2008 IEEE International Conference on Cybernetics and Intelligent Systems, 700-704.

2.      Jiali Yu and Z. Yi, Adaptive Control for a Class of Nonlinear Fuzzy Control Systems, The 1st International Conference on Advanced Intelligence, 316-320, 2008.

3.      M. Li, Jiali Yu, S. L. Zhang and H. Qu, Solving TSP Using Lotka-Volterra Neural Networks without Self-Excitatory, 2008 IEEE International Conference on Cybernetics and Intelligent Systems, 786-790.

4.      H. Zhang, S. L. Zhang, Jiali Yu and H. Qu, Continuous Attractors of a Class of Recurrent Neural Networks without Lateral Inhibition, 2008 IEEE International Conference on Cybernetics and Intelligent Systems, 7-11.

5.      H. Zhang, Jiali Yu and Z. Yi, Attractors of Lotka-Volterra Recurrent Neural Networks, 19th International Conference on Artificial Neural Networks, Accepted.

 

Submitted Papers:

1.      Jiali Yu and Z. Yi, Continuous Attractors of Cellular Neural Networks, Submitted.

2.      Jiali Yu and Z. Yi, Continuous Attractors of Discrete-Time Recurrent Neural Networks, Submitted.

3.      Jiali Yu, Z. Yi and J. Zhou, Continuous Attractors of Lotka-Volterra Recurrent Neural Networks with Infinite Neurons, Submitted.