Rafael Stahl

13 papers A 2C 1Journal 4Unranked 5
YearRankTypeTitle / Venue / Authors
2024 — —
Code Optimization and Generation of Machine Learning and Driver Software for Memory-Constrained Edge Devices.
Rafael Stahl
2023 A conf
Efficient Software-Implemented HW Fault Tolerance for TinyML Inference in Safety-critical Applications.
DATE
Uzair Sharif, Daniel Mueller-Gritschneder, Rafael Stahl, Ulf Schlichtmann
2023 J jnl
Fused Depthwise Tiling for Memory Optimization in TinyML Deep Neural Network Inference.
CoRR
Rafael Stahl, Daniel Mueller-Gritschneder, Ulf Schlichtmann
2023 — conf
MLonMCU: TinyML Benchmarking with Fast Retargeting.
CODAI
Philipp van Kempen, Rafael Stahl, Daniel Mueller-Gritschneder, Ulf Schlichtmann
2023 J jnl
MLonMCU: TinyML Benchmarking with Fast Retargeting.
CoRR
Philipp van Kempen, Rafael Stahl, Daniel Mueller-Gritschneder, Ulf Schlichtmann
2023 — conf
Towards Rapid Exploration of Heterogeneous TinyML Systems using Virtual Platforms and TVM's UMA.
CODAI
Samira Ahmadifarsani, Rafael Stahl, Philipp van Kempen, Daniel Mueller-Gritschneder, Ulf Schlichtmann
2022 A conf
The Scale4Edge RISC-V Ecosystem.
DATE
Wolfgang Ecker, Peer Adelt, Wolfgang Müller, Reinhold Heckmann, Milos Krstic, Vladimir Herdt, Rolf Drechsler, Gerhard Angst, Ralf Wimmer, Andreas Mauderer, Rafael Stahl, Karsten Emrich, Daniel Mueller-Gritschneder, Bernd Becker, Philipp Scholl, Eyck Jentzsch, Jan Schlamelcher, Kim Grüttner, Paul Palomero Bernardo, Oliver Bringmann, Mihaela Damian, Julian Oppermann, Andreas Koch, Jörg Bormann, Johannes Partzsch, Christian Mayr, Wolfgang Kunz
2021 J jnl
DeeperThings: Fully Distributed CNN Inference on Resource-Constrained Edge Devices.
Int. J. Parallel Program.
Rafael Stahl, Alexander Hoffman, Daniel Mueller-Gritschneder, Andreas Gerstlauer, Ulf Schlichtmann
2020 J jnl
Driver Generation for IoT Nodes With Optimization of the Hardware/Software Interface.
IEEE Embed. Syst. Lett.
Rafael Stahl, Daniel Mueller-Gritschneder, Ulf Schlichtmann
2019 — conf
Fully Distributed Deep Learning Inference on Resource-Constrained Edge Devices.
SAMOS
Rafael Stahl, Zhuoran Zhao, Daniel Mueller-Gritschneder, Andreas Gerstlauer, Ulf Schlichtmann
2019 — conf
Instruction Extension of a RISC-V Processor Modeled with IP-XACT.
NORCAS
Saman Payvar, Esko Pekkarinen, Rafael Stahl, Daniel Mueller-Gritschneder, Timo D. Hämäläinen
2019 — conf
Neural Network-based Vehicle Image Classification for IoT Devices.
SiPS
Saman Payvar, Mir Khan, Rafael Stahl, Daniel Mueller-Gritschneder, Jani Boutellier
2018 C conf
Automated Redirection of Hardware Accesses for Host-Compiled Software Simulation.
FDL
Rafael Stahl, Daniel Mueller-Gritschneder, Ulf Schlichtmann