How does one decide which sigmoidal function to use? In the literature, selection is
justified on either neurobiological grounds or mathematical grounds (Williams, 1986) (Jordan, 1986), on pragmatic grounds (Hecht-Nielsen, 1990) (Wasserman, 1989), or, most commonly, on intuitive grounds.