Neither Hopfield networks nor Restricted Boltzmann Machines/Deep Belief Networks really panned out for any purposes outside some theoretical niches. The prize

Neither Hopfield networks nor Restricted Boltzmann Machines/Deep Belief Networks really panned out for any purposes outside some theoretical niches. The prize was awarded for "AI" and the tenous links to physics of some irrelevant models are just an excuse.