Is There Hope?
• Is there any hope for learning functions that are
not linearly separable?
• Yes, but a perceptron network isn't enough.
• One needs more than one layer of units between
inputs and outputs to compute other functions.
• With enough "hidden" units (units within), any
boolean function is computable, and any
continuous function is approximable.