Keep in mind DZ's are Z-scale decoders designed for low-volt/amp Z scale motors, whereas Athearn motors (assuming these are BlueBox ones) have pretty high amp draw, so those decoders aren't really a good choice for those locomotives.
I edited my earlier post, so maybe you didn't read it, but...