EE671/EE671A - Neural Networks - Neurons, Multilayered networks, radial basis function networks, recurrent networks, self-organizing networks, Hopfield networks, Adaptive critic networks, System Identification, Applications of Neural Nets.
EE653/EE653A - Digital Control - Discrete time signals and systems, Z transform, pulse transfer functions. Compensator design by root locus, error coefficients and frequency response. State space models of discrete time systems, controllability, observability, stability, state estimation, Kalman filtering. Linear regulation. Parameter estimation.