Voltage noise in the presence of DC currents in periodic superconducti
ng Al wire networks exhibits a striking dependence on the applied fiel
d which determines commensurability of vortices with the underlying la
ttice. AC currents suppress the noise. We find analogies with charge-d
ensity-wave depinning and use a relative phase-slip model to account f
or these effects.