Why CNN Features Are not Gaussian: A Statistical Anatomy of Deep Representations

David Chapman, Parniyan Farvardin

Deep convolutional neural networks (CNNs) are commonly analyzed through geometric and linear-algebraic perspectives, yet the statistical distribution of their internal feature acti…