05.02.2021, DATE Friday Workshop SLOHA 2021
On February 5, 2021, the first “DATE Friday Workshop System-level Design Methods for Deep Learning on Heterogeneous Architectures (SLOHA 2021)” took place co-located with the Conference on Design, Automation and Test in Europe (DATE). The SLOHA Workshop, initiated and co-organized by Frank Hannig, addressed machine learning topics on heterogeneous computing architectures (e.g., dedicated accelerators, GPUs, FPGAs) and autonomous vehicles. The workshop program consisted of keynote talks (Luca Benini, ETH Zurich on “In-Sensor ML – Heterogeneous Computing in a mW” and Michaela Blott, Xilinx Research on “Specialization in Hardware Architectures for Deep Learning”) and peer-reviewed submissions. Furthermore, results of the BMBF-funded project “KISS: AI Laboratory for System-level Design of ML-based Signal Processing Applications” (https://www.iis.fraunhofer.de/kiss) were presented. The substantial number of 76 registered participants reflected the very topics and attractiveness of the workshop program.
More information is available on the SLOHA 2021 website: