Rafael Stahl

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 12

Top Topics

Image Retargeting

Top Venues

Publications

Uzair Sharif, Daniel Mueller-Gritschneder, Rafael Stahl, Ulf Schlichtmann
Efficient Software-Implemented HW Fault Tolerance for TinyML Inference in Safety-critical Applications. DATE (2023)
Philipp van Kempen, Rafael Stahl, Daniel Mueller-Gritschneder, Ulf Schlichtmann
MLonMCU: TinyML Benchmarking with Fast Retargeting. CoRR (2023)
Philipp van Kempen, Rafael Stahl, Daniel Mueller-Gritschneder, Ulf Schlichtmann
MLonMCU: TinyML Benchmarking with Fast Retargeting. CODAI (2023)
Samira Ahmadifarsani, Rafael Stahl, Philipp van Kempen, Daniel Mueller-Gritschneder, Ulf Schlichtmann
Towards Rapid Exploration of Heterogeneous TinyML Systems using Virtual Platforms and TVM's UMA. CODAI (2023)
Rafael Stahl, Daniel Mueller-Gritschneder, Ulf Schlichtmann
Fused Depthwise Tiling for Memory Optimization in TinyML Deep Neural Network Inference. CoRR (2023)
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
The Scale4Edge RISC-V Ecosystem. DATE (2022)
Rafael Stahl, Alexander Hoffman, Daniel Mueller-Gritschneder, Andreas Gerstlauer, Ulf Schlichtmann
DeeperThings: Fully Distributed CNN Inference on Resource-Constrained Edge Devices. Int. J. Parallel Program. 49 (4) (2021)
Rafael Stahl, Daniel Mueller-Gritschneder, Ulf Schlichtmann
Driver Generation for IoT Nodes With Optimization of the Hardware/Software Interface. IEEE Embed. Syst. Lett. 12 (2) (2020)
Saman Payvar, Mir Khan, Rafael Stahl, Daniel Mueller-Gritschneder, Jani Boutellier
Neural Network-based Vehicle Image Classification for IoT Devices. SiPS (2019)
Rafael Stahl, Zhuoran Zhao, Daniel Mueller-Gritschneder, Andreas Gerstlauer, Ulf Schlichtmann
Fully Distributed Deep Learning Inference on Resource-Constrained Edge Devices. SAMOS (2019)
Saman Payvar, Esko Pekkarinen, Rafael Stahl, Daniel Mueller-Gritschneder, Timo D. Hämäläinen
Instruction Extension of a RISC-V Processor Modeled with IP-XACT. NORCAS (2019)
Rafael Stahl, Daniel Mueller-Gritschneder, Ulf Schlichtmann
Automated Redirection of Hardware Accesses for Host-Compiled Software Simulation. FDL (2018)