ECE 626 - Advanced Neural Networks

3 units (fi 6)(EITHER, 3-0-0)

Faculty of Engineering

Introductory and advanced topics in neural networks and connectionist systems. Fast backpropagation techniques including Levenberg-Marquardt and conjugate-gradient algorithms. Regularization theory. Information-theoretic learning, statistical learning, dynamic programming, neurodynamics, complex-valued neural networks.