ECE 5120: Artificial Neural Systems I. Cr. 4. Prereq: ECE 4330 or ME 5000. Introduction to the theory, architecture and application of artificial neural systems. Supervised, unsupervised and reinforcement learning in a single- and multiple-layer neural networks. Associative neural memory recording and retrieval dynamics. Self-organizing maps. Learning capacity and generalization.
|
(Java demos, Matlab demos, text errata) |
||
|
(Linear Algebra, Optimization, Taylor Series, and more) |
|
|
|
|
|
|
|
Grades (Excel/Interactive) Grades (pdf) |
Click here to return to the CNNL homepage