Before Numenta was the Redwood Neuroscience Institute, founded by Jeff Hawkins.
The goal of RNI was to develop a theoretical framework for the thalamo-cortical system.
Have you looked at the complexity of the system? There are some interesting diagrams on the HTM Cheat Sheet. There is a lot going on in that processing unit.