In all honesty, I would probably let them attend IF they were showing no symptoms AT ALL.
It is possible for one child to get sick and not the other, although not likely, I admit.
I'd probably be cranky about it though. After all, who is the sick child staying home with? If it's mom or dad, why can the other child not be there, too?