In
Ajtai and Ben-Or. A theorem on probabilistic constant depth Computations. STOC '84, 1984
Ajtai and Ben-Or show a non-uniform derandomization of BPAC0.
Is there a similar relation known for probabilistic and non-uniform NC0? Or is it an open problem?