6Linearity in an output layer with nonlinear neurons can on a finite argument range also be approximated up any desired accuracy by appropriate scalings of weights and thresholds, but that procedure is less direct, and it is restricted to mappings with a finite range. The latter restriction will normally not be a practical problem in modelling physical systems.