ABSTRACT

You now know how to build multilayer networks from nonlinear neurons and how a nonlinear neuron can be taught, for example, by modifying Example 06. However, you have not yet encountered a basic problem of teaching such multilayer neural networks built from nonlinear neurons: the so-called hidden layers (Figure 7.1). What is the impact of this problem?