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456 Publications


2025 | Preprint | LibreCat-ID: 61152
Umuroglu Y, Berganski C, Jentzsch F, et al. SIRA: Scaled-Integer Range Analysis for Optimizing FPGA Dataflow Neural Network Accelerators.
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2025 | Journal Article | LibreCat-ID: 62020
Awais M, Mohammadi HG, Platzner M. Design Space Exploration for Approximate Circuits via Checkpointing and DNN-Based Estimators. IEEE Transactions on Very Large Scale Integration (VLSI) Systems. 2025;33(9):2395-2405. doi:10.1109/tvlsi.2025.3559377
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2025 | Conference Paper | LibreCat-ID: 62018
Jalil F, Awais M, Ahmed QA, Mohammadi HG, Jungeblut T, Platzner M. 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. doi:10.1109/dsn-w65791.2025.00048
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2025 | Conference Paper | LibreCat-ID: 62019
Hadipour AH, Jafari A, Awais M, Platzner M. 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. doi:10.1109/ddecs63720.2025.11006769
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2025 | Mastersthesis | LibreCat-ID: 62268
Bengaluru Amarnath P. 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 QA, Wiersema T, Platzner M. Post-configuration Activation of Hardware Trojans in FPGAs. Journal of Hardware and Systems Security. Published online 2024. doi:10.1007/s41635-024-00147-5
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2024 | Mastersthesis | LibreCat-ID: 54245
Henke L-S. Exploring Custom FPGA Accelerators for DNN-Based RF Fingerprinting.; 2024.
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2024 | Conference Paper | LibreCat-ID: 54468
Awais M, Ghasemzadeh Mohammadi H, Platzner M. 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 | Conference Paper | LibreCat-ID: 56481
Berganski C, Jentzsch F, Platzner M, Kuhmichel M, Giefers H. FINN-T: Compiling Custom Dataflow Accelerators for Quantized Transformers. In: ; 2024.
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2024 | Bachelorsthesis | LibreCat-ID: 58132
Hartinger M. Controlling I/O Devices from Hardware-Mapped ReconROS Nodes. Paderborn University; 2024.
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2023 | Dissertation | LibreCat-ID: 47837
Hansmeier T. XCS for Self-Awareness in Autonomous Computing Systems.; 2023.
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2023 | Conference Paper | LibreCat-ID: 53794
Lienen C, Brede M, Karger D, et al. AutonomROS: A ReconROS-based Autonomous Driving Unit. In: 2023 Seventh IEEE International Conference on Robotic Computing (IRC). IEEE; 2023. doi:10.1109/irc59093.2023.00056
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2023 | Conference Paper | LibreCat-ID: 45913
Clausing L, Guetattfi Z, Kaufmann P, Lienen C, Platzner M. On Guaranteeing Schedulability of Periodic Real-time Hardware Tasks under ReconOS64. In: Proceedings of the 19th International Symposium on Applied Reconfigurable Computing (ARC). ; 2023. doi:https://doi.org/10.1007/978-3-031-42921-7_17
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2023 | Conference Paper | LibreCat-ID: 46229
Lienen C, Nowosad AP, Platzner M. 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). doi:https://doi.org/10.1145/3637843.3637846
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2023 | Conference Paper | LibreCat-ID: 43048
Lienen C, Middeke SH, Platzner M. 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. doi:10.1109/IROS55552.2023.10341921
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2023 | Book Chapter | LibreCat-ID: 45888 | OA
Wehrheim H, Platzner M, Bodden E, Schubert P, Pauck F, Jakobs M-C. Verifying Software and Reconfigurable Hardware Services. In: Haake C-J, Meyer auf der Heide F, Platzner M, Wachsmuth H, Wehrheim H, eds. On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets. Vol 412. Verlagsschriftenreihe des Heinz Nixdorf Instituts. Heinz Nixdorf Institut, Universität Paderborn; 2023:125-144. doi:10.5281/zenodo.8068583
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2023 | Book Chapter | LibreCat-ID: 45893 | OA
Hansmeier T, Kenter T, Meyer M, Riebler H, Platzner M, Plessl C. Compute Centers I: Heterogeneous Execution Environments. In: Haake C-J, Meyer auf der Heide F, Platzner M, Wachsmuth H, Wehrheim H, eds. On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets. Vol 412. Verlagsschriftenreihe des Heinz Nixdorf Instituts. Heinz Nixdorf Institut, Universität Paderborn; 2023:165-182. doi:10.5281/zenodo.8068642
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2023 | Book Chapter | LibreCat-ID: 45899 | OA
Boschmann A, Clausing L, Jentzsch F, Ghasemzadeh Mohammadi H, Platzner M. Flexible Industrial Analytics on Reconfigurable Systems-On-Chip. In: Haake C-J, Meyer auf der Heide F, Platzner M, Wachsmuth H, Wehrheim H, eds. On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets. Vol 412. Verlagsschriftenreihe des Heinz Nixdorf Instituts. Heinz Nixdorf Institut, Universität Paderborn; 2023:225-236. doi:10.5281/zenodo.8068713
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2023 | Mastersthesis | LibreCat-ID: 54127
Anantha Rao DB. Efficient Neural Network Inference for Velocity Estimation in Athletic Relay Races on a Microcontroller. Paderborn University; 2023.
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2023 | Conference Paper | LibreCat-ID: 53435
Jentzsch F. 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. doi:10.1109/fpl60245.2023.00066
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