The concepts of regular generalized functions in Gaussian analysis are pres
ented. Spaces of regular generalized functions are characterized and their
probabilistic structure is worked out. Finally, these concepts are applied
to a nonlinear stochastic (Verhulst type) equation. Its solution is shown t
o be a regular generalized process with martingale property.