Vienna University of Technology, Institute of Applied Synthetic Chemistry, Getreidemarkt 9/163-MC, A-1060 Vienna, Austria E-mail: [email protected] ** Ludwig Boltzmann Institute of Osteology at the Hanusch Hospital of WGKK and AUVA Trauma Centre Meidling.4 Medical Department , Heinrich Collin-Strasse 30, A-1140 Vienna, Austria *** Vienna University of Technology, Institute of Mat...

A. M. Nagel, S. Schmitter, M. Bock, E. Moser, W. Semmler, and L. R. Schad Medical Physics in Radiology, German Cancer Research Center, Heidelberg, Germany, MR Centre of Excellence, Medical University of Vienna, Vienna, Austria, Institute for Biomedical Engineering and Physics, Medical University of Vienna, Vienna, Austria, Computer Assisted Clinical Medicine, Faculty of Medicine Mannheim, Unive...

s of the Invited Presentations Vienna University of Technology April 10 and 11, 2003 Society for Microelectronics Vienna, 2003 Society for Microelectronics c/o Institute of Industrial Electronics and Material Science Vienna University of Technology Gusshausstraße 27–29/366 A-1040 Vienna, Austria

Hietzing Hospital, 3 Medical Department of Metabolic Diseases and Nephrology, Vienna, Austria Karl Landsteiner Institute of Metabolic Diseases and Nephrology, Vienna, Austria Medical University Vienna, Department of Internal Medicine III, Division of Endocrinology and Metabolism Metabolic Unit, Institute of Biomedical Engineering, National Research Council (ISIB-CNR), Padova, Italy Medical Univ...

S. Trattnig, D. Stelzeneder, S. Goed, T. Paternostro-Sluga, M. Reissegger, T. C. Mamisch, and G. H. Welsch MR Centre High field MR, Department of Radiology, Medical University of Vienna, Vienna, Austria, Department of Medical Physics and Rehabilitation, Medical University of Vienna, Vienna, Austria, Department of Orthopedic Surgery, Inselspital, Bern, Switzerland, Department of Trauma Surgery, ...

Armen K. Nersesyan* Institute of Cancer Research, Medical University of Vienna, Vienna A-1090, Austria __________________________________________________________________________________ *Correspondence: Armen K. Nersesyan, Institute of Cancer Research, Medical University of Vienna, Vienna A-1090, Austria; Phone: +431 4277 65146; Fax: +431 4277 9651; E-mail: [email protected]; arm...

G. H. Welsch, T. C. Mamisch, L. Zak, M. Blanke, A. Olk, S. Marlovits, and S. Trattnig MR Center, Department of Radiology, Medical University of Vienna, Vienna, Austria, Department of Trauma and Orthpaedic Surgery, University Hospital of Erlangen, Erlangen, Germany, Department of Orthopaedic Surgery, University of Basel, Basel, Switzerland, Center for Joints and Cartilage, Department of Trauma S...

Department of Theoretical Biology, University of Vienna, Althanstrasse 14, A-1090 Vienna, Austria Department of Human Evolution, Max Planck Institute for Evolutionary Anthropology, Deutscher Platz 6, D-04107 Leipzig, Germany Department of Anthropology, University of Vienna, Althanstrasse 14, A-1090 Vienna, Austria Konrad Lorenz Institute for Evolution and Cognition Research, Adolf Lorenz Gasse ...

In this paper, we introduce transformations of deep rectifier networks, enabling the conversion of deep rectifier networks into shallow rectifier networks. We subsequently prove that any rectifier net of any depth can be represented by a maximum of a number of functions that can be realized by a shallow network with a single hidden layer. The transformations of both deep rectifier nets and deep...