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 makes them more amenable to use in machine learning as, in general, continuity aids learning.
Also known as: sigmoid
Used in glossary entries: machine learning, threshold function
Sigmoid function smoothly limits extreme values