What we got from Neanderthals were genes for the immune system (useful for humans who migrated out of Africa) and oddly enough some skin and hair color: one of the two genes for pale skin found in most people of European descent comes from Neanderthals as do the genes for red hair.
Very interesting. I never liked basket weaving. Now I know why.