I've used hydroton before in a hydro setup for tomatoes. It will work but you essentially would be doing a form of hydroponics. The stuff will dry out very quickly. Hours, not days. Another thing regarding hydroton is that it needs to be rinsed / washed thoroughly before use as the dust will cause a high ph.
I'd say give it a try if you are able to keep it moist several times a day.