Every physical trait used to describe the Neanderthals can be found amoungst the human population today. Some of the Aboriginies of Australia have even more severe brow ridges than the Neanderthals were noted for having.
Neanderthal DNA is halfway between ours and that of a chimpanzee. Other than for the possibility of similar design techniques, we're not related to them at all.