A Neural Network Primer

[Tier 1, Lecture 04c] This video provides a primer on neural networks for machine learning and artificial intelligence. Neural networks are biologically inspired and provide the backbone of many modern ML/AI frameworks. This video was produced at the University of Washington, and we acknowledge funding support from the Boeing Company %%% CHAPTERS %%% 0:00 Overview 2:15 What is a Neural Network? 5:17 The Perceptron (History of Neural Networks) 6:39 Deep Learning 8:50 A Diversity of Architectures: the Neural Network Zoo 11:30 CNN: Convolutional Neural Networks 13:11 RNN: Recurrent Neural Networks 14:01 Autoencoder Networks 16:20 Outro