There's plenty of beautiful math there, but the relationship to what our neocortex does is pretty distant. Individual biological neurons can do fairly complicated things, including compute 10-bit parity functions (you would normally need a 3-layer MLP with a bunch of digital neurons to do this). And they don't seem to use backpropagation for learning.