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461 Publications
2026 | Journal Article | LibreCat-ID: 61152
Umuroglu, Yaman, Christoph Berganski, Felix Jentzsch, Michal Danilowicz, Tomasz Kryjak, Charalampos Bezaitis, Magnus Sjalander, et al. “SIRA: Scaled-Integer Range Analysis for Optimizing FPGA Dataflow Neural Network Accelerators.” ACM Transactions on Reconfigurable Technology and Systems, n.d. https://doi.org/10.1145/3807510.
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2026 | Conference Paper | LibreCat-ID: 65501
Stasytis, Lukas, Felix Jentzsch, Thomas Preusser, Yaman Umuroglu, Jakoba Petri-Koenig, and Zsolt István. “Heuristic & Expert-Guided Buffer Sizing for Neural Network Inference Applications on FPGAs.” In 2025 International Conference on Field Programmable Technology (ICFPT). IEEE, 2026. https://doi.org/10.1109/icfpt67023.2025.00032.
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2026 | Conference Paper | LibreCat-ID: 65500
Jentzsch, Felix, and Marco Platzner. “Empirical QoR Estimation Flow for Fast Design Space Exploration of DNN Dataflow Accelerators.” In 2025 International Conference on Field Programmable Technology (ICFPT). IEEE, 2026. https://doi.org/10.1109/icfpt67023.2025.00044.
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2025 | Conference Paper | LibreCat-ID: 64112
Jalil, Farjana, Muhammad Awais, Qazi Arbab Ahmed, Hassan Ghasemzadeh Mohammadi, Thorsten Jungeblut, and Marco Platzner. “Deep&Wide: Achieving Area Efficiency in Scalable Approximate Accelerators.” In 2025 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W). IEEE, 2025. https://doi.org/10.1109/dsn-w65791.2025.00048.
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2025 | Conference Paper | LibreCat-ID: 64113
Hadipour, Amir Hossein, Atousa Jafari, Muhammad Awais, and Marco Platzner. “A Two-Stage Approximation Methodology for Efficient DNN Hardware Implementation.” In 2025 IEEE 28th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS). IEEE, 2025. https://doi.org/10.1109/ddecs63720.2025.11006769.
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2025 | Journal Article | LibreCat-ID: 62020
Awais, Muhammad, Hassan Ghasemzadeh Mohammadi, and Marco Platzner. “Design Space Exploration for Approximate Circuits via Checkpointing and DNN-Based Estimators.” IEEE Transactions on Very Large Scale Integration (VLSI) Systems 33, no. 9 (2025): 2395–2405. https://doi.org/10.1109/tvlsi.2025.3559377.
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2025 | Conference Paper | LibreCat-ID: 62019
Hadipour, Amir Hossein, Atousa Jafari, Muhammad Awais, and Marco Platzner. “A Two-Stage Approximation Methodology for Efficient DNN Hardware Implementation.” In 2025 IEEE 28th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS). IEEE, 2025. https://doi.org/10.1109/ddecs63720.2025.11006769.
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2025 | Mastersthesis | LibreCat-ID: 62268
Bengaluru Amarnath, Prajwal. Design and Integration of Intra-Process Communication for ROS 2 into ReconROS. Paderborn University, 2025.
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2024 | Journal Article | LibreCat-ID: 52686
Ahmed, Qazi Arbab, Tobias Wiersema, and Marco Platzner. “Post-Configuration Activation of Hardware Trojans in FPGAs.” Journal of Hardware and Systems Security, 2024. https://doi.org/10.1007/s41635-024-00147-5.
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2024 | Conference Paper | LibreCat-ID: 54468
Awais, Muhammad, Hassan Ghasemzadeh Mohammadi, and Marco Platzner. “DeepApprox: Rapid Deep Learning Based Design Space Exploration of Approximate Circuits via Check-Pointing.” In To Apear in IEEE ISVLSI 2024, 2024.
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2024 | Bachelorsthesis | LibreCat-ID: 58132
Hartinger, Maximilian. Controlling I/O Devices from Hardware-Mapped ReconROS Nodes. Paderborn University, 2024.
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2024 | Conference Paper | LibreCat-ID: 56481
Berganski, Christoph, Felix Jentzsch, Marco Platzner, Max Kuhmichel, and Heiner Giefers. “FINN-T: Compiling Custom Dataflow Accelerators for Quantized Transformers,” 2024.
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2024 | Mastersthesis | LibreCat-ID: 54245
Henke, Luca-Sebastian. Exploring Custom FPGA Accelerators for DNN-Based RF Fingerprinting, 2024.
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2023 | Dissertation | LibreCat-ID: 47837
Hansmeier, Tim. XCS for Self-Awareness in Autonomous Computing Systems, 2023.
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2023 | Conference Paper | LibreCat-ID: 53794
Lienen, Christian, Mathis Brede, Daniel Karger, Kevin Koch, Dalisha Logan, Janet Mazur, Alexander Philipp Nowosad, Alexander Schnelle, Mohness Waizy, and Marco Platzner. “AutonomROS: A ReconROS-Based Autonomous Driving Unit.” In 2023 Seventh IEEE International Conference on Robotic Computing (IRC). IEEE, 2023. https://doi.org/10.1109/irc59093.2023.00056.
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2023 | Conference Paper | LibreCat-ID: 45913
Clausing, Lennart, Zakarya Guetattfi, Paul Kaufmann, Christian Lienen, and Marco Platzner. “On Guaranteeing Schedulability of Periodic Real-Time Hardware Tasks under ReconOS64.” In Proceedings of the 19th International Symposium on Applied Reconfigurable Computing (ARC), 2023. https://doi.org/10.1007/978-3-031-42921-7_17.
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2023 | Conference Paper | LibreCat-ID: 46229
Lienen, Christian, Alexander Philipp Nowosad, and Marco Platzner. “Mapping and Optimizing Communication in ROS 2-Based Applications on Configurable System-on-Chip Platforms.” In Proceedings of the 2023 9th International Conference on Robotics and Artificial Intelligence (ICRAI), n.d. https://doi.org/10.1145/3637843.3637846.
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2023 | Conference Paper | LibreCat-ID: 43048
Lienen, Christian, Sorel Horst Middeke, and Marco Platzner. “FpgaDDS: An Intra-FPGA Data Distribution Service for ROS 2 Robotics Applications.” In Proceedings of the 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2023. https://doi.org/10.1109/IROS55552.2023.10341921.
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2023 | Book Chapter | LibreCat-ID: 45888 | 
Wehrheim, Heike, Marco Platzner, Eric Bodden, Philipp Schubert, Felix Pauck, and Marie-Christine Jakobs. “Verifying Software and Reconfigurable Hardware Services.” In On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets, edited by Claus-Jochen Haake, Friedhelm Meyer auf der Heide, Marco Platzner, Henning Wachsmuth, and Heike Wehrheim, 412:125–44. Verlagsschriftenreihe Des Heinz Nixdorf Instituts. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023. https://doi.org/10.5281/zenodo.8068583.
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2023 | Book Chapter | LibreCat-ID: 45893 |
Hansmeier, Tim, Tobias Kenter, Marius Meyer, Heinrich Riebler, Marco Platzner, and Christian Plessl. “Compute Centers I: Heterogeneous Execution Environments.” In On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets, edited by Claus-Jochen Haake, Friedhelm Meyer auf der Heide, Marco Platzner, Henning Wachsmuth, and Heike Wehrheim, 412:165–82. Verlagsschriftenreihe Des Heinz Nixdorf Instituts. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023. https://doi.org/10.5281/zenodo.8068642.
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