Why does Deep Learning work?

Deep Learning is one of the hottest fields of Machine Learning currently. “[The] long-term behavior of certain neural network models are governed by the statistical mechanism of infinite-range Ising spin-glass Hamiltonians” [1]. So, are multilayer neural networks just spin glasses? Interestingly, the answer depends on the definition of a spin glass.  In his paper, NYU […]