Southern Polytechnic State University

Undergraduate Academic Catalog 2012-2013

CS 4543 Neural Computation

Prerequisite: MATH 2345 and CS 3424

3-0-3

Application of brain-style computing models. Topics include fundamentals of artificial neural networks, pattern classification, perceptrons, back-propagation, counter-propagation networks, Hopfield nets, bi-directional associative memories, competitive learning algorithms, and adaptive resonance theory.

Table of Contents