Skulls are displayed as part of the Neanderthal exhibition at the Musee de l'Homme in Paris. (Stephane De Sakutin/AFP/Getty Images) When Neanderthals and our species had babies together, the prehistoric pairings tended to follow a distinct pattern: Neanderthal dads and moms who were Homo sapiens -- the same as modern humans.