Existence And Uniqueness Of Stationary Solution Of Nonlinear Stochastic   Differential Equation With Memory
  A stochastic differential equation with infinite memory is considered. The drift coefficient of the equation is a nonlinear functional of the past history of the solution. Sufficient conditions for existence and uniqueness of stationary solution are given. 
Yuri Bakhtin