  Building on results obtained in [GVRS], we prove Local Stable and Unstable
Manifold Theorems for nonlinear, singular stochastic delay differential
equations. The main tools are rough paths theory and a semi-invertible
Multiplicative Ergodic Theorem for cocycles acting on measurable fields of
Banach spaces obtained in [GVR].
