Question: how to train dogs not to chase cats?
Answer: Keep your dog on leash at all times while loose in the house with your cat. ... 
Anytime your cat is in the vicinity of your dog, stop whatever you're doing and ask your dog to sit and give you his attention. ... 
Continue to reward your dog until the cat moves away.