Phase Transitions in Image Denoising via Sparsely Coding Convolutional Neural Networks

Jacob Carroll, Nils Carlson, Garrett T. Kenyon

Neural networks are analogous in many ways to spin glasses, systems which are known for their rich set of dynamics and equally complex phase diagrams. We apply well-known technique…