A sigmoid function is a generic term refering to S-like functions that have a step-like nature, but are smooth without the discontinuity of the threshold function. This maes them more emnable to use in machine learning as, in general, continuity aids learning.
Used on pages 114, 186, 188, 206
Also known as sigmoid
Sigmoid function smoothly limits extreme values