  We construct a $K$-rough path above either a space-time or a spatial
fractional Brownian motion, in any space dimension $d$. This allows us to
provide an interpretation and a unique solution for the corresponding parabolic
Anderson model, understood in the renormalized sense. We also consider the case
of a spatial fractional noise.
