2nd PUNCH4NFDI TA5 Workshop on Machine Learning and Data Processing on FPGAs

Contribution List

18. Welcome to the Workshop

18/09/2024, 14:00

Session 1

21. Experience with Xilinx Versal AI and status and news from Mainz group

Christian Kahra (Johannes Gutenberg - Universitaet Mainz)

18/09/2024, 14:10

Session 1

20. Deep Learning for Real-time Classification of Astronomical Radio Signals: Current Status

Andrei Kazantsev (MPIfR)

18/09/2024, 14:35

Session 1

22. Track reconstruction for the ATLAS Phase-II Event Filter using Graph Neural Networks on FPGAs

Sebastian Dittmeier (Physikalisches Institut, University of Heidelberg)

18/09/2024, 15:00

Session 1

23. Comparison of massively parallel and fully serial sorting on FPGAs

Emanuel Meuser (JGU Mainz)

18/09/2024, 16:00

Session 2

24. CNNs for real time signal reconstruction in ATLAS LAr: Status and news from TU Dresden group

Johann Christoph Voigt

18/09/2024, 16:20

Session 2

19. Hands-on Tutorial: Running Machine Learning models on an Alveo card using hls4ml

Yunpeng Men (MPIfR)

18/09/2024, 16:40

Session 2

31. Dinner at a Dresden Restaurant (L'Osteria, Prager Strasse 1c )

18/09/2024, 19:30

26. High Level Synthesis with Siemens Catapult: Experience in ATLAS LAr

Nick Fritzsche (CERN)

19/09/2024, 09:05

Session 3

27. OneAPI for Intel FPGAs

Johann Christoph Voigt

19/09/2024, 09:35

Session 3

28. CLAppED: A Design Framework for Implementing Cross-Layer Approximation in FPGA-based Embedded System

Dr Salim Ullah (Ruhr-Universität Bochum)

19/09/2024, 09:55

Session 3

29. Machine Learning on FPGAs for the CMS Level-1 Trigger

Finn Jonathan Labe (Universität Hamburg)

19/09/2024, 11:00

Session 4

25. IPbus for FPGA slow control

Rainer Hentges (TU Dresden)

19/09/2024, 11:30

Session 4

30. Summary discussion

19/09/2024, 11:50

Session 4