Deep Convolutional Networks are Hierarchical Kernel Machines

Fabio Anselmi, Lorenzo Rosasco, Cheston Tan +1

In i-theory a typical layer of a hierarchical architecture consists of HW modules pooling the dot products of the inputs to the layer with the transformations of a few templates un…