The purpose of this visualization is to show that a certain network architecture preserves information about the original space, while still computing a variety of types of features. This image appears as a figure in a paper analyzing properties of deep Gaussian processes that appeared in AISTATS 2014.

Image Courtesy of David Duvenaud.