Convolutional Neural Networks Do Work with Pre-Defined Filters

Christoph Linse, Erhardt Barth, Thomas Martinetz

We present a novel class of Convolutional Neural Networks called Pre-defined Filter Convolutional Neural Networks (PFCNNs), where all nxn convolution kernels with n>1 are pre-defin…