P. SARATCHANDRAN
Associate Professor of School of Electrical & Electronic Engineering

Phone: 6790 5029, Fax: 6793 3318
Office: S2-B2C-100
Email: epsarat@ntu.edu.sg

Biography

Dr. P. Saratchandran obtained his Ph.D in the area of Control Engineering from Oxford University UK.. He is an Associate Professor with the Nanyang Technological University, Singapore. He has several publications in refereed journals and has authored four books titled “ Fully tuned RBF networks for Flight Control” (Kluwer Academic2002), "Radial Basis Function Neural networks with Sequential Learning " (World Scientific Publishing Co., 1999 ) “Parallel Architectures for Artificial Neural Networks” (IEEE Computer Society Press,1998) and “ Parallel Implementations of Backpropagation Neural Networks” ( World Scientific Publishing Co., 1996) . He is a Senior member of the IEEE and is also an Editor for the journal ‘Neural Parallel and Scientific Computations’. His interests are in Neural Networks, Bioinformatics and Adaptive Control. He is listed in the Macquarie Who’s Who in the world and in the Leaders in the World of the International Biographics Centre, Cambridge, UK.

Research Interest

Artificial Neural Networks and other Computational Intelligence techniques, Sequential Learning, Brain Computer Interface, ANN based Adaptive Control.

Selected Research Projects

  • Classification of Mental Tasks from EEG
  • Fault tolerant control for Aircraft Auto-landing systems
  • Micro-array classification

Selected Publications

  • Nan-Ying Liang, P. Saratchandran,Guang-Bin Huang and N. Sundararajan ``Classification Of Mental Tasks From EEG Signals Using Extreme Learning Machine" International Journal of Neural Systems, vol. 16, No 1, pp 29-38, 2006.
  • A. A. Pashilkar, N. Sundararajan, P. Saratchandran, “Adaptive back-stepping neural controller for reconfigurable flight control systems”, (in press) IEEE Transactions on Control Systems Technology, March 2006.
  • Guag-Bin Huang, P. Saratchandran and N Sundararajan ``A Generalized Growing and Pruning RBF (GGAP-RBF) Neural network for Function Approximation", IEEE Transactions on Neural Networks, vol. 16, No 1, Jan 2005.
  • Ming-Bin Li, Guang-Bin Huang, P. Saratchandran,and N. Sundararajan `` Fully Complex Extreme Learning Machine” Neurocomputing , vol. 68, pp. 306-314, 2005