Christophe Dubach
Christophe Dubach
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High-Level Synthesis of Neural Networks on FPGAs
Many modern applications that perform classification, prediction or clustering employ Neural Networks (NN) for these tasks. They are often used in datacenters or mobile devices, where high performance and energy-efficiency is crucial.
Christophe Dubach
,
Christof Schlaak
,
Tzung-Han Juang
,
Hamza Javed
,
Ayan Chakraborty
,
Jiaxuan Cai
,
Andrej Ivanis
,
Martin Kristien
Lift
Computing systems have become increasingly complex with the emergence of heterogeneous hardware combining multicore CPUs and GPUs. These parallel systems exhibit tremendous computational power at the cost of increased programming effort.
Christophe Dubach
,
Michel Steuwer
,
Lu Li
,
Thibaut Lutz
,
Toomas Remmelg
,
Larisa Stoltzfus
,
Federico Pizzuti
,
Naums Mogers
,
Adam Harries
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