Roughly, a brain like the one that is in your skull. Just because I can't off hand describe the physical composition of a brain doesn't mean it's not obviously different from the physical composition of a GPU.
Why that particular substrate instead of a slightly narrower one? Like that would include you and your family but not animals like octopi, dolphins, etc?