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[1]
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Marc Neu, Christian Karle, Benjamin Nuss, Patrick Groeschel, and Juergen
Becker.
A Scalable and Cost-Efficient Antenna Testbed Using FPGA-Server
Compound Structures for Prototyping 6G Applications.
In 2023 19th International Conference on Distributed
Computing in Smart Systems and the Internet of Things
(DCOSS-IoT), pages 171--178, Pafos, Cyprus, 1 2023. IEEE.
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[2]
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Marc Neu, Jürgen Becker, Philipp Dorwarth, Torben Ferber, Lea Reuter,
Slavomira Stefkova, and Kai Unger.
Real-Time Graph Building on FPGAs for Machine Learning
Trigger Applications in Particle Physics.
Computing and Software for Big Science, 8(1):8, 12 2024.
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DOI ]
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[3]
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Marc Neu, Christian Karle, Patrick Schmidt, Julian Höfer, Tanja Harbaum,
and Jürgen Becker.
A Dynamically Pipelined Dataflow Architecture for Graph
Convolutions in Real-Time Event Interpretation.
In 2024 IEEE 37th International System-on-Chip
Conference (SOCC), pages 1--6, Dresden, Germany, 9 2024. IEEE.
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DOI ]
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[4]
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Marc Neu, Isabel Haide, Timo Justinger, Till Rädler, Valdrin Dajaku, Torben
Ferber, and Jürgen Becker.
Real-Time Graph-based Point Cloud Networks on FPGAs via
Stall-Free Deep Pipelining.
In 2025 38th SBC/SBMicro/IEEE Symposium on
Integrated Circuits and Systems Design (SBCCI), pages 1--5,
Manaus, Brazil, 8 2025. IEEE.
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[5]
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Marc Neu, Isabel Haide, Torben Ferber, and Jürgen Becker.
Real-Time Stream Compaction for Sparse Machine Learning on
FPGAs.
arXiv, 2026.
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[6]
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Marc Neu, Thomas Lobmaier, Frank Baptist, Fabio Papagno, Torben Ferber, and
Jürgen Becker.
Reconfigurable computing challenge: Real-time graph neural networks
for online event selection in big science.
5 2026.
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[7]
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I. Haide, M. Neu, Y. Unno, T. Justinger, V. Dajaku, F. Baptist, T. Lobmaier,
J. Becker, T. Ferber, H. Bae, A. Beaubien, J. Eppelt, R. Giordano, G. Heine,
T. Koga, Y. T. Lai, K. Miyabayashi, H. Nakazawa, M. Remnev, L. Reuter,
K. Unger, and R. van Tonder.
Real-time graph neural networks on FPGAs for the Belle II
electromagnetic calorimeter.
arXiv, 2026.
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[8]
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M. Neu, F. Baptist, I. Haide, Y. Unno, J. Becker, and Ferber.
Commissioning and low latency operation of the graph neural network
electromagnetic calorimeter trigger at the belle ii experiment.
arXiv, 2026.
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[9]
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Johannes Pfau, Richard Leys, Marc Neu, Alexey Serdyuk, Ivan Peric, and
Jürgen Becker.
A unified soc lab course: Combined teaching of mixed signal aspects,
system integration, software development and documentation.
In 2023 IEEE International Symposium on Circuits and Systems
(ISCAS), pages 1--5. IEEE, 2023.
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[10]
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Christian Karle, Marc Neu, Johannes Pfau, Jan Sperling, and Jürgen Becker.
Relodaq: Resource-efficient, low-overhead 200
gbits-1 data acquisition system for 6g prototyping.
In 2023 IEEE 31st Annual International Symposium on
Field-Programmable Custom Computing Machines (FCCM), page 209. IEEE, 2023.
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DOI ]
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[11]
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Kai Unger, Jürgen Becker, Christian Kiesling, Yichuan Ma, Felix
Meggendorfer, Marc Neu, Elia Schmidt, and Ulrike Zweigart.
A convolution neural network based displaced vertex trigger for the
belle ii experiment.
In Applied Reconfigurable Computing. Architectures, Tools, and
Applications, pages 173--184, Cham, 2023. Springer Nature Switzerland.
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[12]
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Kai Unger, Marc Neu, Jürgen Becker, Elias Schmidt, Christian Kiesling,
Felix Meggendorfer, and Sebastian Skambraks.
Data-driven design of the Belle II track segment finder.
Journal of Instrumentation, 18(02):C02001, 2 2023.
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[13]
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Christian Karle, Marc Neu, Benjamin Nuss, Lukas Witte, Andre Scheder, Eva
Waldner, Ema Shkurtaj, Tanja Harbaum, and Jürgen Becker.
Scalable Multi-Level Synchronization Technique of Distributed
Multi-RFSoC-Server Systems for 6G.
In 2024 IEEE 37th International System-on-Chip
Conference (SOCC), pages 1--6, Dresden, Germany, 9 2024. IEEE.
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DOI ]
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[14]
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Christian Karle, Marc Neu, Benjamin Nuss, Jiayi Chen, Lukas Witte, Andre
Scheder, Tanja Harbaum, and Jürgen Becker.
Modular Hardware Design for High-Performance MIMO-Capable SDR
Systems to Accelerate 6G Development.
In 2024 IEEE 37th International System-on-Chip
Conference (SOCC), pages 1--6, Dresden, Germany, 9 2024. IEEE.
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[15]
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Benjamin Nuss, Christian Karle, Marc Neu, Lukas Witte, Andre Scheder, Norman
Franchi, Martin Vossiek, Juergen Becker, and Thomas Zwick.
Flexible and Scalable Broadband Massive MIMO Testbed for Joint
Communication and Sensing Applications.
In European Wireless 2024 : 29th European Wireless
Conference, Brno, Czech Republic, 9 2024. VDE-Verlag.
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[16]
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Andre Scheder, Lukas Witte, Jonas Rottinghaus, Patrick Gröschel, Christian
Karle, Marc Neu, Benjamin Nuss, and Martin Vossiek.
An Advanced Concept for Coherent Ultra-Low Phase-Noise Clock,
LO and Trigger Generation & Distribution in 6G Massive-MIMO
Systems.
In 2024 54th European Microwave Conference (EuMC),
pages 996--999, Paris, France, 9 2024. IEEE.
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[17]
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Kai Lukas Unger, Jürgen Becker, Timo Forsthofer, Simon Hiesl, Christian
Kiesling, Marc Neu, Elia Schmidt, Felix Meggendorfer, Tiancheng Mi, and Zuwen
Ou.
A multi-Hough-based displaced vertex track trigger for the
Belle II experiment.
Journal of Instrumentation, 20(02):C02051, 2 2025.
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[18]
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Greta Heine, Fabio Mayer, Marc Neu, Jürgen Becker, and Torben Ferber.
Hardware-Aware Design of a GNN-Based Hit Filtering Algorithm
for the Belle II Level-1 Trigger, 2026.
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Keywords: publication
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[19]
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G. Heine, F. Mayer, M. Neu, J. Becker, and T. Ferber.
Hardware-accelerated GNN-based hit filtering for the Belle II
Level-1 trigger.
Journal of Instrumentation, 21(02):C02007, 2 2026.
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[20]
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Georgios Sotiropoulos, Marc Neu, Tanja Harbaum, Torben Ferber, and Jürgen
Becker.
Rtl fault injection of a deployed graph neural network trigger for
belle ii.
In 2026 IEEE 39th International System-on-Chip
Conference (SOCC), Heidelberg, Germany, 2026. IEEE.
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[21]
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Paraskevas Fovios, Marc Neu, Tanja Harbaum, Seezer Sakir, and Jürgen Becker.
Integration of a row-stationary cnn accelerator and a risc-v core:
Clock-ratio and throughput analysis.
In 2026 IEEE 39th International System-on-Chip
Conference (SOCC), Heidelberg, Germany, 2026. IEEE.
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