Rafael Stahl

According to our database, Rafael Stahl authored at least 11 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Fused Depthwise Tiling for Memory Optimization in TinyML Deep Neural Network Inference.

Rafael Stahl, Daniel Mueller-Gritschneder, Ulf Schlichtmann

CoRR, 2023

Efficient Software-Implemented HW Fault Tolerance for TinyML Inference in Safety-critical Applications.

Uzair Sharif, Daniel Mueller-Gritschneder, Rafael Stahl, Ulf Schlichtmann

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

MLonMCU: TinyML Benchmarking with Fast Retargeting.

Philipp van Kempen, Rafael Stahl, Daniel Mueller-Gritschneder, Ulf Schlichtmann

Proceedings of the 2023 Workshop on Compilers, Deployment, and Tooling for Edge AI, 2023

Towards Rapid Exploration of Heterogeneous TinyML Systems using Virtual Platforms and TVM's UMA.

Samira Ahmadifarsani, Rafael Stahl, Philipp van Kempen, Daniel Mueller-Gritschneder, Ulf Schlichtmann

Proceedings of the 2023 Workshop on Compilers, Deployment, and Tooling for Edge AI, 2023

2022

The Scale4Edge RISC-V Ecosystem.

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

Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

2021

DeeperThings: Fully Distributed CNN Inference on Resource-Constrained Edge Devices.

Rafael Stahl, Alexander Hoffman, Daniel Mueller-Gritschneder, Andreas Gerstlauer, Ulf Schlichtmann

Int. J. Parallel Program., 2021

2020

Driver Generation for IoT Nodes With Optimization of the Hardware/Software Interface.

Rafael Stahl, Daniel Mueller-Gritschneder, Ulf Schlichtmann

IEEE Embed. Syst. Lett., 2020

2019

Neural Network-based Vehicle Image Classification for IoT Devices.

Saman Payvar, Mir Khan, Rafael Stahl, Daniel Mueller-Gritschneder, Jani Boutellier

Proceedings of the 2019 IEEE International Workshop on Signal Processing Systems, 2019

Fully Distributed Deep Learning Inference on Resource-Constrained Edge Devices.

Rafael Stahl, Zhuoran Zhao, Daniel Mueller-Gritschneder, Andreas Gerstlauer, Ulf Schlichtmann

Proceedings of the Embedded Computer Systems: Architectures, Modeling, and Simulation, 2019

Instruction Extension of a RISC-V Processor Modeled with IP-XACT.

Saman Payvar, Esko Pekkarinen, Rafael Stahl, Daniel Mueller-Gritschneder, Timo D. Hämäläinen

Proceedings of the 2019 IEEE Nordic Circuits and Systems Conference, 2019

2018

Automated Redirection of Hardware Accesses for Host-Compiled Software Simulation.

Rafael Stahl, Daniel Mueller-Gritschneder, Ulf Schlichtmann

Proceedings of the 2018 Forum on Specification & Design Languages, 2018