Institute of High Performance Computing

• Directors
• Computing Science (CS)
• Electronics & Photonics (EP)
• Engineering Mechanics (EM)
• Fluid Dynamics (FD)
• Material Science & Engineering (MSE)
• IHPC Independent Investigatorship (I³)

Computing Science (CS)

XU Zhao

• Title: Scientist
• Tel: 6419 1268
• Email: xuz@ihpc.a-star.edu.sg

Research Interests:

• Machine learning in various applications
• Data Ming
• Training algorithm designing and simulating

Qualifications:

• Ph.D., Electrical and Electronic Engineering, Nanyang Technological University, 2012
• M. Eng., System Engineering, Northwestern Polytechnical University, 2008
• B. Eng., Information Engineering, Northwestern Polytechnical University, 2005

Published Journals/ Articles:

Journals

• Z. Xu, Q. Song, and D. W. Wang, ``Recurrent Neural Tracking Control Based on Multivariable Robust Adaptive Gradient-Descent Training Algorithm," Neural Computing and Applications, pp. 1-11, 2010.

Conferences

• Z. Xu, Q. Song, D. W. Wang and H. J. Fan, ``A Training Algorithm and Stability Analysis for Recurrent Neural Networks ," in Proceedings of 15th International Conference on Information Fusion, Singapore, 2012.
• Z. Xu, Q. Song, H. J. Fan and D. W. Wang, `` Online Prediction of Time Series Data with Recurrent Kernels," in Proceedings of International Joint Conference on Neural Networks, Brisbane, Australia, 2012.
• Z. Xu, Q. Song and D. W. Wang, ``Recurrent Neural Network Based Tracking Control," in Proceedings of 11th International Conference on Control, Automation, Robotics and Vision 2010, Singapore, 2010, pp.2454-2459.
• H. J. Fan, Q. Song, Z. Xu, ``A Robust Information Theoretic Sparse Kernel Algorithm for Online Learning," in Proceedings of International Joint Conference on Neural Networks, Brisbane, Australia, 2012.