  In this paper, we introduce concepts of pathwise random almost periodic and
almost automorphic solutions for dynamical systems generated by non-autonomous
stochastic equations. These solutions are pathwise stochastic analogues of
deterministic dynamical systems. The existence and bifurcation of random
periodic (random almost periodic, random almost automorphic) solutions have
been established for a one-dimensional stochastic equation with multiplicative
noise.
