@inproceedings{Neu:2023,
title = {A {{Scalable}} and {{Cost-Efficient Antenna Testbed Using FPGA-Server Compound Structures}} for {{Prototyping 6G Applications}}},
booktitle = {2023 19th {{International Conference}} on {{Distributed Computing}} in {{Smart Systems}} and the {{Internet}} of {{Things}} ({{DCOSS-IoT}})},
author = {Neu, Marc and Karle, Christian and Nuss, Benjamin and Groeschel, Patrick and Becker, Juergen},
year = {2023},
month = {1},
pages = {171--178},
publisher = {IEEE},
address = {Pafos, Cyprus},
doi = {10.1109/DCOSS-IoT58021.2023.00039}
}
@article{Neu:2024:a,
title = {Real-{{Time Graph Building}} on {{FPGAs}} for {{Machine Learning Trigger Applications}} in {{Particle Physics}}},
author = {Neu, Marc and Becker, J{\"u}rgen and Dorwarth, Philipp and Ferber, Torben and Reuter, Lea and Stefkova, Slavomira and Unger, Kai},
year = {2024},
month = {12},
journal = {Computing and Software for Big Science},
volume = {8},
number = {1},
pages = {8},
issn = {2510-2036, 2510-2044},
doi = {10.1007/s41781-024-00117-0}
}
@inproceedings{Neu:2024:b,
title = {A {{Dynamically Pipelined Dataflow Architecture}} for {{Graph Convolutions}} in {{Real-Time Event Interpretation}}},
booktitle = {2024 {{IEEE}} 37th {{International System-on-Chip Conference}} ({{SOCC}})},
author = {Neu, Marc and Karle, Christian and Schmidt, Patrick and H{\"o}fer, Julian and Harbaum, Tanja and Becker, J{\"u}rgen},
year = {2024},
month = {9},
pages = {1--6},
publisher = {IEEE},
address = {Dresden, Germany},
doi = {10.1109/socc62300.2024.10737798}
}
@inproceedings{Neu:2025:a,
title = {Real-{{Time Graph-based Point Cloud Networks}} on {{FPGAs}} via {{Stall-Free Deep Pipelining}}},
booktitle = {2025 38th {{SBC}}/{{SBMicro}}/{{IEEE Symposium}} on {{Integrated Circuits}} and {{Systems Design}} ({{SBCCI}})},
author = {Neu, Marc and Haide, Isabel and Justinger, Timo and R{\"a}dler, Till and Dajaku, Valdrin and Ferber, Torben and Becker, J{\"u}rgen},
year = 2025,
month = 8,
pages = {1--5},
publisher = {IEEE},
address = {Manaus, Brazil},
doi = {10.1109/SBCCI66862.2025.11218652},
urldate = {2026-04-29},
copyright = {https://doi.org/10.15223/policy-029}
}
@inproceedings{Neu:2025:b,
title = {Real-{{Time Stream Compaction}} for {{Sparse Machine Learning}} on {{FPGAs}}},
author = {Neu, Marc and Haide, Isabel and Ferber, Torben and Becker, J{\"u}rgen},
year = 2026,
publisher = {arXiv},
doi = {10.48550/ARXIV.2602.23281},
urldate = {2026-04-29}
}
@inproceedings{Neu:2026:b,
title = {Reconfigurable Computing Challenge: Real-Time Graph Neural Networks for Online Event Selection in Big Science},
author = {Neu, Marc and Lobmaier, Thomas and Baptist, Frank and Papagno, Fabio and Ferber, Torben and Becker, J{\"u}rgen},
year = {2026},
month = {5},
journal = {2026 IEEE 34rd Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM)}
}
@inproceedings{Neu:2026:a,
title = {Real-Time Graph Neural Networks on {{FPGAs}} for the {{Belle II}} Electromagnetic Calorimeter},
author = {Haide, I. and Neu, M. and Unno, Y. and Justinger, T. and Dajaku, V. and Baptist, F. and Lobmaier, T. and Becker, J. and Ferber, T. and Bae, H. and Beaubien, A. and Eppelt, J. and Giordano, R. and Heine, G. and Koga, T. and Lai, Y. -T. and Miyabayashi, K. and Nakazawa, H. and Remnev, M. and Reuter, L. and Unger, K. and {van Tonder}, R.},
year = 2026,
publisher = {arXiv},
doi = {10.48550/ARXIV.2602.15118},
urldate = {2026-03-18}
}
@inproceedings{Neu:2026:c,
title = {Commissioning and Low Latency Operation of the Graph Neural Network Electromagnetic Calorimeter Trigger at the Belle II Experiment},
author = {Neu, M. and Baptist, F. and Haide, I. and Unno, Y. and Becker, J. and Ferber},
year = 2026,
publisher = {arXiv}
}
@inproceedings{Pfau:2023,
author = {Pfau, Johannes and Leys, Richard and Neu, Marc and Serdyuk, Alexey and Peric, Ivan and Becker, J{\"u}rgen},
title = {A Unified SoC Lab Course: Combined Teaching of Mixed Signal Aspects, System Integration, Software Development and Documentation},
pages = {1--5},
publisher = {IEEE},
booktitle = {2023 IEEE International Symposium on Circuits and Systems (ISCAS)},
year = {2023},
doi = {10.1109/ISCAS46773.2023.10181679}
}
@inproceedings{Karle:2023,
author = {Karle, Christian and Neu, Marc and Pfau, Johannes and Sperling, Jan and Becker, J{\"u}rgen},
title = {ReLoDAQ: Resource-Efficient, Low-Overhead 200 Gbits\textsuperscript{-1} Data Acquisition System for 6G Prototyping},
pages = {209},
publisher = {IEEE},
booktitle = {2023 IEEE 31st Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM)},
year = {2023},
doi = {10.1109/FCCM57271:2023.00037}
}
@inproceedings{Unger:2023:a,
author = {Unger, Kai and Becker, J{\"u}rgen and Kiesling, Christian and Ma, Yichuan and Meggendorfer, Felix and Neu, Marc and Schmidt, Elia and Zweigart, Ulrike},
title = {A Convolution Neural Network Based Displaced Vertex Trigger for the Belle II Experiment},
booktitle = {Applied Reconfigurable Computing. Architectures, Tools, and Applications},
year = {2023},
publisher = {Springer Nature Switzerland},
address = {Cham},
pages = {173--184},
doi = {10.1007/978-3-031-42921-7_12}
}
@article{Unger:2023:b,
title = {Data-Driven Design of the {{Belle II}} Track Segment Finder},
author = {Unger, Kai and Neu, Marc and Becker, J{\"u}rgen and Schmidt, Elias and Kiesling, Christian and Meggendorfer, Felix and Skambraks, Sebastian},
year = {2023},
month = {2},
journal = {Journal of Instrumentation},
volume = {18},
number = {02},
pages = {C02001},
publisher = {IOP Publishing},
doi = {10.1088/1748-0221/18/02/c02001}
}
@inproceedings{Karle:2024:b,
title = {Scalable {{Multi-Level Synchronization Technique}} of {{Distributed Multi-RFSoC-Server Systems}} for {{6G}}},
booktitle = {2024 {{IEEE}} 37th {{International System-on-Chip Conference}} ({{SOCC}})},
author = {Karle, Christian and Neu, Marc and Nuss, Benjamin and Witte, Lukas and Scheder, Andre and Waldner, Eva and Shkurtaj, Ema and Harbaum, Tanja and Becker, J{\"u}rgen},
year = {2024},
month = {9},
pages = {1--6},
publisher = {IEEE},
address = {Dresden, Germany},
doi = {10.1109/socc62300.2024.10737777}
}
@inproceedings{Karle:2024:c,
title = {Modular {{Hardware Design}} for {{High-Performance MIMO-Capable SDR Systems}} to {{Accelerate 6G Development}}},
booktitle = {2024 {{IEEE}} 37th {{International System-on-Chip Conference}} ({{SOCC}})},
author = {Karle, Christian and Neu, Marc and Nuss, Benjamin and Chen, Jiayi and Witte, Lukas and Scheder, Andre and Harbaum, Tanja and Becker, J{\"u}rgen},
year = {2024},
month = {9},
pages = {1--6},
publisher = {IEEE},
address = {Dresden, Germany},
doi = {10.1109/socc62300.2024.10737765}
}
@inproceedings{Nuss:2024,
title = {Flexible and {{Scalable Broadband Massive MIMO Testbed}} for {{Joint Communication}} and {{Sensing Applications}}},
booktitle = {European {{Wireless}} 2024 : 29th {{European Wireless Conference}}},
author = {Nuss, Benjamin and Karle, Christian and Neu, Marc and Witte, Lukas and Scheder, Andre and Franchi, Norman and Vossiek, Martin and Becker, Juergen and Zwick, Thomas},
year = {2024},
month = {9},
publisher = {VDE-Verlag},
address = {Brno, Czech Republic},
isbn = {978-3-8007-6496-9}
}
@inproceedings{Scheder:2024,
title = {An {{Advanced Concept}} for {{Coherent Ultra-Low Phase-Noise Clock}}, {{LO}} and {{Trigger Generation}} \& {{Distribution}} in {{6G Massive-MIMO Systems}}},
booktitle = {2024 54th {{European Microwave Conference}} ({{EuMC}})},
author = {Scheder, Andre and Witte, Lukas and Rottinghaus, Jonas and Gr{\"o}schel, Patrick and Karle, Christian and Neu, Marc and Nuss, Benjamin and Vossiek, Martin},
year = {2024},
month = {9},
pages = {996--999},
publisher = {IEEE},
address = {Paris, France},
doi = {10.23919/eumc61614.2024.10732511}
}
@article{Unger:2025,
title = {A Multi-{{Hough-based}} Displaced Vertex Track Trigger for the {{Belle II}} Experiment},
author = {Unger, Kai Lukas and Becker, J{\"u}rgen and Forsthofer, Timo and Hiesl, Simon and Kiesling, Christian and Neu, Marc and Schmidt, Elia and Meggendorfer, Felix and Mi, Tiancheng and Ou, Zuwen},
year = {2025},
month = {2},
journal = {Journal of Instrumentation},
volume = {20},
number = {02},
pages = {C02051},
publisher = {IOP Publishing},
doi = {10.1088/1748-0221/20/02/c02051}
}
@misc{Heine:2025:a,
title = {Hardware-{{Aware Design}} of a {{GNN-Based Hit Filtering Algorithm}} for the {{Belle II Level-1 Trigger}}},
author = {Heine, Greta and Mayer, Fabio and Neu, Marc and Becker, J{\"u}rgen and Ferber, Torben},
year = 2026,
publisher = {arXiv},
doi = {10.48550/ARXIV.2602.17761},
urldate = {2026-05-06},
copyright = {Creative Commons Attribution 4.0 International},
keywords = {publication}
}
@article{Heine:2026:a,
title = {Hardware-Accelerated {{GNN-based}} Hit Filtering for the {{Belle II Level-1}} Trigger},
author = {Heine, G. and Mayer, F. and Neu, M. and Becker, J. and Ferber, T.},
year = 2026,
month = 2,
journal = {Journal of Instrumentation},
volume = {21},
number = {02},
pages = {C02007},
issn = {1748-0221},
doi = {10.1088/1748-0221/21/02/C02007},
urldate = {2026-02-21}
}
@inproceedings{Sotiropoulos:2026,
title = {RTL Fault Injection of a Deployed Graph Neural Network Trigger for Belle II},
booktitle = {2026 {{IEEE}} 39th {{International System-on-Chip Conference}} ({{SOCC}})},
author = {Sotiropoulos, Georgios and Neu, Marc and Harbaum, Tanja and Ferber, Torben and Becker, J\"urgen},
year = {2026},
publisher = {IEEE},
address = {Heidelberg, Germany}
}
@inproceedings{Paraskevas:2026,
title = {Integration of a Row-Stationary CNN Accelerator and a RISC-V Core: Clock-Ratio and Throughput Analysis},
booktitle = {2026 {{IEEE}} 39th {{International System-on-Chip Conference}} ({{SOCC}})},
author = {Fovios, Paraskevas and Neu, Marc and Harbaum, Tanja and Sakir, Seezer and Becker, J\"urgen},
year = {2026},
publisher = {IEEE},
address = {Heidelberg, Germany}
}
This file was generated by bibtex2html 1.98.