Did they really die out, or did the population just merge with modern humans? Most people on the planet have some Neanderthal DNA, so clearly there was some intermixing. If modern humans were a much larger population, it makes sense that the Neanderthals only contributed a small amount of DNA to the gene pool. I could imagine that they were just slowly absorbed into the much larger Sapiens population.