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456 Publications
2025 | Preprint | 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,” n.d.
LibreCat
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: 62018
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: 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.
LibreCat
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 | Mastersthesis | LibreCat-ID: 54245
Henke, Luca-Sebastian. Exploring Custom FPGA Accelerators for DNN-Based RF Fingerprinting, 2024.
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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.
LibreCat
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 | Bachelorsthesis | LibreCat-ID: 58132
Hartinger, Maximilian. Controlling I/O Devices from Hardware-Mapped ReconROS Nodes. Paderborn University, 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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2023 | Book Chapter | LibreCat-ID: 45899 |
Boschmann, Alexander, Lennart Clausing, Felix Jentzsch, Hassan Ghasemzadeh Mohammadi, and Marco Platzner. “Flexible Industrial Analytics on Reconfigurable Systems-On-Chip.” 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, 412:225–36. Verlagsschriftenreihe Des Heinz Nixdorf Instituts. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023. https://doi.org/10.5281/zenodo.8068713.
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2023 | Mastersthesis | LibreCat-ID: 54127
Anantha Rao, Deepak Bhardwaj. Efficient Neural Network Inference for Velocity Estimation in Athletic Relay Races on a Microcontroller. Paderborn University, 2023.
LibreCat
2023 | Conference Paper | LibreCat-ID: 53435
Jentzsch, Felix. “Hardware-Aware AutoML for Exploration of Custom FPGA Accelerators for RadioML.” In 2023 33rd International Conference on Field-Programmable Logic and Applications (FPL). IEEE, 2023. https://doi.org/10.1109/fpl60245.2023.00066.
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