Kernelized Synaptic Weight Matrices

Lorenz K. Müller, Julien N. P. Martel, Giacomo Indiveri

Abstract: In this paper we introduce a novel neural network architecture, in which weight matrices are re-parametrized in terms of low-dimensional vectors, interacting through kernel functions. A layer of ou...