I happen to know one of my neighbors names: Paul and Monica. On the other side there used to live a "Dog Lady" after a few years she sold her house and now an Indian family lives there, don't know their names either.
It is very common to live in the neighborhood for over ten years and don't know any of your neighbors... I think that is pretty standard for American West coast.