Fachgebiet Entwurf Mikroelektronischer Systeme (EMS)

Dipl.-Ing. Dominik Loroch


Anschrift

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

Kontakt

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

Forschungsgebiete

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

Publikationen

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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