[boltzmannbrain]

Yes, even for a general-audience neuroscience book this is sparse on details and has embarrassingly few references. That being said, Numenta has dedicated significant effort to publishing more details in the past 5-6 years:

https://numenta.com/neuroscience-research/research-publicati...

Still there is much to be desired in the ways of mathematical and empirical grounding.