Division of Microelectronic Systems Design (EMS)

Dipl.-Ing. Dominik Loroch


Address

Fraunhofer ITWM
Room G1.07
Fraunhofer-Platz 1
67663 Kaiserslautern

Contact

Phone: (+49) 631 / 31600-4886
Email: dominik.loroch(at)itwm.fraunhofer.de

Research Areas

  • Deep Learning
  • FPGA-Based Hardware Accelerators for Neural Networks

Publications

Sparsity in Deep Neural Networks - An Empirical Investigation with TensorQuant
D. Loroch, F.-J. Pfreundt, N. Wehn, J. Keuper. 1st Workshop on Decentralized Machine Learning at the Edge (DMLE'18), September, 2018, Dublin, Ireland.

TensorQuant - A Simulation Toolbox for Deep Neural Network Quantization
D. Loroch, F. Pfreundt, N. Wehn, J. Keuper. 3rd Workshop on Machine Learning in High Performance Computing Environment (MLHPC 2017), November, 2017, Denver, CO, USA.

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