Neural networks are a simplification of our brains, they are not a replication of it. It is just a modeling method that was inspired by how human neurons work, that's it. It's not 1 to 1 or anything.
Personally, my money is on quantum coherence within microtubules being the mechanism of conscious experience, with the brain essentially being a quantum/classical hybrid computer.