Category: Big Data and Analytical Data Platforms – Articles

Exponential expressivity in deep neural networks through transient chaos 

Exponential expressivity in deep neural networks through transient chaos  Ben Poole, Stanford University poole@cs.stanford.edu Subhaneil Lahiri, Stanford University sulahiri@stanford.edu Maithra Raghu, Google Brain and Cornell University maithrar@gmail.com Surya Ganguli. Stanford University sganguli@stanford.edu Jascha Sohl-Dickstein, Google Brain jaschasd@google.com Abstract We combine Riemannian geometry with...