Yep. Although I don't know if Neanderthal genome is more present in female-specific parts. If it's even in both genders, I guess that'd point towards more voluntarily merge.
IIRC, there is no Neanderthal mtDNA (transmitted exclusively from mother to daughter) present in modern humans. That could just be because it died off though.