The traditional problem that analog computers faced were that voltages could vary from run to run and thus give different results, to the point that analog computer manufacturers made their own power supplies and capacitors to extremely high tolerances.

It's not clear in the paper if this problem was addressed or if the rapid training possible meant that in practice they never had this issue.