Spectral Ergodicity in Deep Learning Architectures via Surrogate Random Matrices

Mehmet Süzen, Cornelius Weber, and Joan J. Cerdà INM-6, Forschungszentrum Juelich and Department of Neurobiology, Ludwig-Maximilians-Universität München, Germany Department of Informatics, Faculty of Mathematics and Natural Sciences, University of Hamburg, Germany Department of Physics, University of the Balearic Islands, Crta. de Valldemossa, km 7.5, 07122 Palma (Illes Balears), Spain (Dated: July 12, 2017)