What stops me from doing the same thing that neurons do with a sufficiently sized hunk of silicon? Assuming that some amount of abstraction is fine.

If the answer is "nothing", then that demonstrates the point. If you can build an artificial brain, that does all of the things a brain does, then there is nothing special about our brains.