HTMemory and Sparse Distributed Networks. Lots of progress in understanding the neocortex - how intelligence works in the brain - and modelling that for a cortical approach to machine intelligence
UPDATE: broken link: Video moved to http://numenta.com/learn/htm-videos-from-jeff-hawkins.html.
Direct link on youtube: https://youtu.be/6ufPpZDmPKA
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