7.1k citations
- European Space Operations CentreDE10 papers
- Technical University of MunichDE9 papers
- European Space Astronomy CentreES8 papers
- Universität UlmDE8 papers
- Centre National de la Recherche ScientifiqueFR7 papers
- Karlsruhe Institute of TechnologyDE7 papers
- University of StuttgartDE7 papers
- European Space Research and Technology CentreNL6 papers
- Technische Universität DresdenDE6 papers
- European Southern ObservatoryCL5 papers
- Osservatorio Astrofisico di TorinoIT5 papers
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Showing 2019 · cs.LGShow all
2 papers · 2 filters
cs.LG2019★ 2 cited
An End-to-End HW/SW Co-Design Methodology to Design Efficient Deep Neural Network Systems using Virtual Models
Michael J. Klaiber, Sebastian Vogel, Axel Acosta +5
End-to-end performance estimation and measurement of deep neural network (DNN) systems become more important with increasing complexity of DNN systems consisting of hardware and so…
cs.LG2019★ 2 cited
Learning Multimodal Fixed-Point Weights using Gradient Descent
Lukas Enderich, Fabian Timm, Lars Rosenbaum +1
Due to their high computational complexity, deep neural networks are still limited to powerful processing units. To promote a reduced model complexity by dint of low-bit fixed-poin…