| |
Dec 14, 2025
|
|
|
|
|
University of Alberta Calendar 2022-2023 [ARCHIVED CALENDAR]
|
ECE 626 - Advanced Neural Networks
Course Career Graduate
Units 3
Approved Hours 3-0-0
Fee index 6
Faculty Engineering
Department Electrical & Computer Engg
Typically Offered either term
Description
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.
|
|