You don't necessarily have any DNA from any particular ancestor, but they would be your ancestor. This is explained in the article I linked. That means that if everybody's ancestors converged in 5500 BC, and at least one person had a Neanderthal as their ancestor, everyone has a Neanderthal ancestor.