Dominik Marek Loroch
Dominik Marek Loroch
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Tensorquant: A simulation toolbox for deep neural network quantization
DM Loroch, FJ Pfreundt, N Wehn, J Keuper
Proceedings of the Machine Learning on HPC Environments, 1-8, 2017
HALF: Holistic auto machine learning for FPGAs
J Ney, D Loroch, V Rybalkin, N Weber, J Krüger, N Wehn
2021 31st International Conference on Field-Programmable Logic and …, 2021
Sparsity in deep neural networks-an empirical investigation with tensorquant
DM Loroch, FJ Pfreundt, N Wehn, J Keuper
ECML PKDD 2018 Workshops: DMLE 2018 and IoTStream 2018, Dublin, Ireland …, 2019
Carbon nanotube field-effect transistor performance in the scope of the 2026 ITRS requirements
A Pacheco-Sanchez, D Loroch, S Mothes, M Schröter, M Claus
2016 International Conference on Simulation of Semiconductor Processes and …, 2016
SEC-Learn: Sensor Edge Cloud for Federated Learning
P Aichroth, C Antes, P Gembatzka, H Graf, DS Johnson, M Jung, ...
International Conference on Embedded Computer Systems, 432-448, 2021
Method, apparatus and computer program for training deep networks
D Loroch
D4. 3 Intermediate software prototype Version 1.0 Document Information
V Bartsch, A Faustino, A Emerson, AC Medina, D Stoyanov, D Loroch, ...
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