Revision of the mathematical formalism of Newtonian dynamics suggests
that its determinism and reversibility result from additional mathemat
ical restrictions which are not consistent with the physical nature of
motions. The removal of these restrictions, and a new model for Newto
nian dynamics, as well as its applications to modelling neural intelli
gence are discussed.