ECE 180 - INTRODUCTION TO DEEP LEARNING

Introduction to multilayered neural networks, early models of perceptrons and associative memory; back-propagation learning; convolutional neural networks; recurrent neural networks; attention models; applications to natural language processing and computer vision.

Prerequisites: Open to EE, Computer Engineering and Computer Science with upper-division standing.