Numenta's stuff made a lot of sense. They kept things simple by removing the recursion of HTMs...and I think that is probably the key to the whole thing working.

All that being said, their latest product Grok seems to have some success in the network monitoring space. http://numenta.com/grok/

On Intelligence was my first intro to the idea of Bayesian thinking.