Why the "compartments" (subunits) matter so much:

"The computational significance of these subunits arises from their ability to support independent regenerative events... When triggered independently, these local regenerative events are predicted to enable individual neurons to function as two-layer neural networks."

That is to say, every individual neuron is in and of itself a two-layer network. Think about that.