chapter  5
20 Pages

Teaching Simple Linear One-Layer Neural Networks

We will explain linear networks and discuss the limitations imposed by their simple structures. For our purposes, linear networks are easier to teach, they perform certain tasks very well, and their results are easy to analyze. Chapter 6 will cover the more complex nonlinear networks.