I believe this would be the #1 resource to read on this:
Also, there is an outdated whitepaper (PDF) that explains the basics, but some of the algorithms are deprecated (temporal pooling in favor of temporal memory).
Numenta lists all their papers (in the order we prefer them to be read) on our website.