COMP 4741 - Intro to Neurocomputing

Credit Hours: (3)

Description: Topics include connectionist data-driven AI; Supervised learning (perceptron, backpropagation, recurrent neural networks, convolutional neural networks); Unsupervised learning (Hebbian theory and competitive learning); Deep reinforcement learning; Computing platforms for neural networks; Case studies. PREREQUISITE: COMP 2150 and MATH 3242, or permission of instructor.