I have studied differences between both in terms of social cognition, but I'd never say it's the brain which is different, but the way of thinking and the cognitions. It's not like we are born with different brains, lol.
EDIT: I know that's not what the article wants to say but it surely makes it sound like that, and I just would have never titled the article that way.