ECE180

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ECE 180 - INTRODUCTION TO DEEP LEARNING

Electrical and Computer Engineering College of Engineering

Full Course Title

INTRODUCTION TO DEEP LEARNING

Instructor Name(s)

MANJUNATH

Course Description

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.

Units Fixed

Unit Value

Maximum Units

Prerequisites

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