University Sains Malaysia, Malaysia
Doctorate in Philosophy [Ph.D] in Mathematics & Computer Applications, August-2009, [9.25 CGPA], National Institute of Technology [REC], Tiruchirappalli- 620 015, Tamilnadu, India. Thesis: New Embedded Runge Kutta Fourth Order Algorithms for Raster and Time-Multiplexing Cellular Neural Network Simulation. Master of Philosophy [M.Phil] in Computer Science & Engineering, [Faculty of Engineering], May-2000, [Passed], Bharathair University, Coimbatore-641 046, Tamilnadu, India. Thesis: Sequential Image Restoration Using Modified Hopfield Neural Network. Master of Philosophy [M.Phil] in Mathematics, [Faculty of Science], February-1999, [79.9%], Bharathidasan University, Tiruchirappalli-620 024, Tamilnadu, India.
Advanced Numerical Techniques, Simulation, & Cellular Neural Networks, Digital Image Processing.