COMP 4741 - Intro to Neurocomputing

Credit Hours: (3)

Description: Topics include connectionist data-driven AI; Learning algorithms; Least-mean squares; Supervised learning algorithms (perceptrons. backpropagation and its variants, recurrent neural nets); Unsupervised methods (Hebbian, competitive and reinforcement learning); Deep Learning; Computing platforms for neural nets; case studies. PREREQUISITE: COMP 2150 and MATH 3242, or permission of instructor. Cross listing: 6741