CPA networks aren't really conventional advertising, they are highly refined affiliate networks focusing on specific types of trial offers & lead generation.
What networks you use for advertising really depends on what you are trying to sell, your sales funnel etc.
Popular alternatives for advertising are all the display advertsing networks, Facebook, Plenty of Fish, DirectPPV etc.