You can, but it would be more humane to do a fish-less cycle. There are several products you can buy, like "Microbe-Lift's Cycling & Water Conditioning Kit". I have used this and it works well. Of course you'll also want some plants and gravel in the aquarium as it can sometimes affect the pH...