Jeff Hawkins has some pretty heterodox theories of intelligence, many of which are not backed up by modern neuroscience. Furthermore, as neuroscience advances, the similarities between so-called artificial neural networks and actual neurons are rapidly receding. Much of the current success of convolutional neural networks is (loosely) inspired by a particular part of the anatomy of the eye, but non-visual processing and abstract reasoning seems to take place under much more complicated patterns that ANNs may not be able to replicate as easily.