OK, all I'm saying is that we can know a fair bit about what one tiny group of neurons are (or one individual neuron is) for, e.g. they fire when we see a vertical line move from left to right ("What the frog's eye tells the frog's brain") but to claim that we have an overarching and compelling theory of the mind-brain relationship is (no offence) ludicrous.
We can say vague things about overally function:
the frontal lobe is involved in inhibition
the cerebellum is responsible for physical movements that are so well practised that we're not too conscious of them.
We can say more specific and more impressive things but it's late and I can't be bothered to think of them
Anything that links brain to wooly issues like intelligence or personality is a bit of a non starter unless it's incredibly narrow in focus.
While not disagreeing overtly with "we know a lot more than people think", what do we know that your average Cedric on the street wouldn't be aware of?
Finally and to meander slightly, if we observe the output of a small circuit then we would seem to ignore the fact that each neuron has connections with hundreds or thousands (or more) of other neurons. There's no such thing as a small observable self contained circuit which doesn't have one million other neurons heavily influencing it.
I think you'd be hard pushed to make any argument about the output or sum of information inherent in a "network" as you can't realistically define any network and limit it in this way.
Should we just agree to disagree?
Also have I just contradicted my first sentence in this post?