I know some batteries don't like deep discharge, like Lead-Acid and LiPo, so I guess storing them will mean having to charge them every now and then. The question is, how often do you need to top them off when they are in storage?

What about NiCD and NiMH? Do you need to store them at full charge and top them off every now and then as well, or it doesn't matter?