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427 Publications
2024 | Journal Article | LibreCat-ID: 52686
Ahmed, Q. A., Wiersema, T., & Platzner, M. (2024). Post-configuration Activation of Hardware Trojans in FPGAs. Journal of Hardware and Systems Security. https://doi.org/10.1007/s41635-024-00147-5
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| DOI
2023 | Preprint | LibreCat-ID: 43048
Lienen, C., Middeke, S. H., & Platzner, M. (2023). fpgaDDS: An Intra-FPGA Data Distribution Service for ROS 2 Robotics Applications.
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2023 | Conference Paper | LibreCat-ID: 44194 | 
Ahmed, Q. A., Awais, M., & Platzner, M. (2023). MAAS: Hiding Trojans in Approximate Circuits. The 24th International Symposium on Quality Electronic Design (ISQED’23), San Francisco, Califorina USA. The 24th International Symposium on Quality Electronic Design (ISQED’23), San Fransico CA 94023-0607, USA.
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2023 | Bachelorsthesis | LibreCat-ID: 45762
Simon-Mertens, F. (2023). Effizienzanalyse leichtgewichtiger Neuronaler Netze für FPGA-basierte Modulationsklassifikation.
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2023 | Mastersthesis | LibreCat-ID: 45917
Raeisi Nafchi, M. (2023). Reconfigurable Random Forest Implementation on FPGA. Paderborn University.
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2023 | Mastersthesis | LibreCat-ID: 45916
Yadalam Murali Kumar, N. (2023). Data Analytics for Predictive Maintenance of Time Series Data. Paderborn University.
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2023 | Mastersthesis | LibreCat-ID: 46075
Raeisi Nafchi, M. (2023). Reconfigurable Random Forest Implementation on FPGA.
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2023 | Preprint | LibreCat-ID: 46229
Lienen, C., Nowosad, A. P., & Platzner, M. (n.d.). Mapping and Optimizing Communication in ROS 2-based Applications on Configurable System-on-Chip Platforms.
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2023 | Conference Paper | LibreCat-ID: 45913
Clausing, L., Guetattfi, Z., Kaufmann, P., Lienen, C., & Platzner, M. (2023). On Guaranteeing Schedulability of Periodic Real-time Hardware Tasks under ReconOS64. Proceedings of the 19th International Symposium on Applied Reconfigurable Computing (ARC).
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2023 | Dissertation | LibreCat-ID: 47837
Hansmeier, T. (2023). XCS for Self-awareness in Autonomous Computing Systems.
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2023 | Bachelorsthesis | LibreCat-ID: 52480
Klassen, A. (2023). Fast Partial Reconfiguration for ReconOS64 on Xilinx MPSoC Devices.
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2023 | Conference Paper | LibreCat-ID: 53435
Jentzsch, F. (2023). Hardware-Aware AutoML for Exploration of Custom FPGA Accelerators for RadioML. 2023 33rd International Conference on Field-Programmable Logic and Applications (FPL). https://doi.org/10.1109/fpl60245.2023.00066
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| DOI
2022 | Conference Paper | LibreCat-ID: 29945
Witschen, L. M., Wiersema, T., Reuter, L. D., & Platzner, M. (n.d.). Search Space Characterization for Approximate Logic Synthesis . 2022 59th ACM/IEEE Design Automation Conference (DAC). 2022 59th ACM/IEEE Design Automation Conference (DAC), San Francisco, USA.
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2022 | Conference Paper | LibreCat-ID: 29865
Witschen, L. M., Wiersema, T., Artmann, M., & Platzner, M. (n.d.). MUSCAT: MUS-based Circuit Approximation Technique. Design, Automation and Test in Europe (DATE). Design, Automation and Test in Europe (DATE), Online.
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2022 | Conference Paper | LibreCat-ID: 30971
Hansmeier, T., & Platzner, M. (2022). Integrating Safety Guarantees into the Learning Classifier System XCS. Applications of Evolutionary Computation, EvoApplications 2022, Proceedings, 13224, 386–401. https://doi.org/10.1007/978-3-031-02462-7_25
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| DOI
2022 | Conference Paper | LibreCat-ID: 32855
Clausing, L., & Platzner, M. (2022). ReconOS64: A Hardware Operating System for Modern Platform FPGAs with 64-Bit Support. 2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), 120–127. https://doi.org/10.1109/ipdpsw55747.2022.00029
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| DOI
2022 | Conference Paper | LibreCat-ID: 33253
Hansmeier, T., Brede, M., & Platzner, M. (2022). XCS on Embedded Systems: An Analysis of Execution Profiles and Accelerated Classifier Deletion. GECCO ’22: Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2071–2079. https://doi.org/10.1145/3520304.3533977
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| DOI
2022 | Dissertation | LibreCat-ID: 29769 |
Ahmed, Q. A. (2022). Hardware Trojans in Reconfigurable Computing. Paderborn University, Paderborn, Germany. https://doi.org/10.17619/UNIPB/1-1271
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2022 | Preprint | LibreCat-ID: 29541
Lienen, C., & Platzner, M. (2022). ReconROS Executor: Event-Driven Programming of FPGA-accelerated ROS 2 Applications.
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2022 | Conference Paper | LibreCat-ID: 34007
Lienen, C., & Platzner, M. (n.d.). Task Mapping for Hardware-Accelerated Robotics Applications using ReconROS. 2022 Sixth IEEE International Conference on Robotic Computing (IRC) , Neaples, Italy.
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2022 | Conference Paper | LibreCat-ID: 34005
Lienen, C., & Platzner, M. (n.d.). Event-Driven Programming of FPGA-accelerated ROS 2 Robotics Applications. 2022 25th Euromicro Conference on Digital System Design (DSD). 25th Euromicro Conference on Digital System Design (DSD), Maspalomas, Gran Canaria, Spain. https://doi.org/10.1109/DSD57027.2022.00088
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| DOI
2022 | Dissertation | LibreCat-ID: 34041
Witschen, L. M. (2022). Frameworks and Methodologies for Search-based Approximate Logic Synthesis. https://doi.org/10.17619/UNIPB/1-1649
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| DOI
2022 | Conference Paper | LibreCat-ID: 32342
Ahmed, Q. A., & Platzner, M. (2022). On the Detection and Circumvention of Bitstream-Level Trojans in FPGAs. IEEE Computer Society Annual Symposium on VLSI Aliathon Resort, Pafos, Cyprus.
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2022 | Bachelorsthesis | LibreCat-ID: 42839
Mehlich, F. (2022). An Evaluation of XCS on the OpenAI Gym. Paderborn University.
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2022 | Journal Article | LibreCat-ID: 33990
Jentzsch, F., Umuroglu, Y., Pappalardo, A., Blott, M., & Platzner, M. (2022). RadioML Meets FINN: Enabling Future RF Applications With FPGA Streaming Architectures. IEEE Micro, 42(6), 125–133. https://doi.org/10.1109/MM.2022.3202091
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2022 | Mastersthesis | LibreCat-ID: 45715
Tcheussi Ngayap, V. I. (2022). FreeRTOS on a MicroBlaze Soft-Core Processor with Hardware Accelerators.
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2022 | Mastersthesis | LibreCat-ID: 45914
Manjunatha, S. (2022). Dealing With Pre-Processing And Feature Extraction Of Time-Series Data In Predictive Maintenance. Paderborn University .
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2022 | Mastersthesis | LibreCat-ID: 45915
Kaur , P. (2022). Analysis of Time-Series Classification in Conditional Monitoring Systems.
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2021 | Dissertation | LibreCat-ID: 26746 |
Wiersema, T. (2021). Guaranteeing Properties of Reconfigurable Hardware Circuits with Proof-Carrying Hardware. Paderborn University.
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2021 | Journal Article | LibreCat-ID: 29150
Lienen, C., & Platzner, M. (2021). Design of Distributed Reconfigurable Robotics Systems with ReconROS. ACM Transactions on Reconfigurable Technology and Systems, 1–20. https://doi.org/10.1145/3494571
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| DOI
2021 | Mastersthesis | LibreCat-ID: 29151
Kashikar, C. (2021). A Comparison of Machine Learning Techniques for the On-line Characterization of Tasks Executed on Heterogeneous Compute Nodes. Paderborn University.
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2021 | Conference Paper | LibreCat-ID: 21610
Awais, M., Ghasemzadeh Mohammadi, H., & Platzner, M. (2021). LDAX: A Learning-based Fast Design Space Exploration Framework for Approximate Circuit Synthesis. In Proceedings of the ACM Great Lakes Symposium on VLSI (GLSVLSI) 2021 (pp. 27–32). Virtual: ACM. https://doi.org/10.1145/3453688.3461506
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| DOI
2021 | Bachelorsthesis | LibreCat-ID: 22216
Rehnen, J. W. (2021). Decomposition of Arithmetic Components for the Approximate Circuit Synthesis with EvoApproxLib.
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2021 | Conference Paper | LibreCat-ID: 22309
Awais, M., & Platzner, M. (2021). MCTS-Based Synthesis Towards Efficient Approximate Accelerators. Proceedings of IEEE Computer Society Annual Symposium on VLSI, 384–389.
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2021 | Bachelorsthesis | LibreCat-ID: 22483
Brede, M. (2021). Implementation and Profiling of XCS in the Context of Embedded Systems. Paderborn: Paderborn University.
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2021 | Conference Paper | LibreCat-ID: 21953
Witschen, L. M., Wiersema, T., Raeisi Nafchi, M., Bockhorn, A., & Platzner, M. (n.d.). Timing Optimization for Virtual FPGA Configurations. In F. Hannig, S. Derrien, P. Diniz, & D. Chillet (Eds.), Proceedings of International Symposium on Applied Reconfigurable Computing (ARC’21). Springer Lecture Notes in Computer Science. https://doi.org/10.1007/978-3-030-79025-7_4
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| DOI
2021 | Journal Article | LibreCat-ID: 30906
Boschmann, A., Neuhaus, D., Vogt, S., Kaltschmidt, C., Platzner, M., & Dosen, S. (2021). Immersive augmented reality system for the training of pattern classification control with a myoelectric prosthesis. Journal of NeuroEngineering and Rehabilitation, 18(1), Article 25. https://doi.org/10.1186/s12984-021-00822-6
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| DOI
2021 | Journal Article | LibreCat-ID: 30907
Rodriguez, A., Otero, A., Platzner, M., & De la Torre, E. (2021). Exploiting Hardware-Based Data-Parallel and Multithreading Models for Smart Edge Computing in Reconfigurable FPGAs. IEEE Transactions on Computers, 1–1. https://doi.org/10.1109/tc.2021.3107196
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| DOI
2021 | Conference Paper | LibreCat-ID: 29137
Hansmeier, T. (2021). Self-aware Operation of Heterogeneous Compute Nodes using the Learning Classifier System XCS. HEART ’21: Proceedings of the 11th International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies. International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies (HEART ’21), Online. https://doi.org/10.1145/3468044.3468055
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| DOI
2021 | Mastersthesis | LibreCat-ID: 29540
Sheikh, M. A. (2021). Design and Implementation of a ReconROS-based Obstacle Avoidance System. Paderborn University.
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2021 | Preprint | LibreCat-ID: 22764 |
Lienen, C., & Platzner, M. (2021). Design of Distributed Reconfigurable Robotics Systems with ReconROS. In arXiv:2107.07208.
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2021 | Conference Paper | LibreCat-ID: 21813
Hansmeier, T., & Platzner, M. (2021). An Experimental Comparison of Explore/Exploit Strategies for the Learning Classifier System XCS. GECCO ’21: Proceedings of the Genetic and Evolutionary Computation Conference Companion, 1639–1647. https://doi.org/10.1145/3449726.3463159
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| DOI
2021 | Journal Article | LibreCat-ID: 27841
Jakobs, M.-C., Pauck, F., Platzner, M., Wehrheim, H., & Wiersema, T. (2021). Software/Hardware Co-Verification for Custom Instruction Set Processors. IEEE Access. https://doi.org/10.1109/ACCESS.2021.3131213
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| DOI
2021 | Conference Paper | LibreCat-ID: 29138
Ahmed, Q. A. (2021). Hardware Trojans in Reconfigurable Computing. 2021 IFIP/IEEE 29th International Conference on Very Large Scale Integration (VLSI-SoC). https://doi.org/10.1109/vlsi-soc53125.2021.9606974
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| DOI
2021 | Conference Paper | LibreCat-ID: 20681 |
Ahmed, Q. A., Wiersema, T., & Platzner, M. (2021). Malicious Routing: Circumventing Bitstream-level Verification for FPGAs. 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE). Design, Automation and Test in Europe Conference (DATE’21), Alpexpo | Grenoble, France. https://doi.org/10.23919/DATE51398.2021.9474026
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2021 | Conference Paper | LibreCat-ID: 30909
Clausing, L. (2021). ReconOS64: High-Performance Embedded Computing for Industrial Analytics on a Reconfigurable System-on-Chip. Proceedings of the 11th International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies. https://doi.org/10.1145/3468044.3468056
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| DOI
2021 | Conference Paper | LibreCat-ID: 30908
Ghasemzadeh Mohammadi, H., Jentzsch, F., Kuschel, M., Arshad, R., Rautmare, S., Manjunatha, S., Platzner, M., Boschmann, A., & Schollbach, D. (2021). FLight: FPGA Acceleration of Lightweight DNN Model Inference in Industrial Analytics. Machine Learning and Principles and Practice of Knowledge Discovery in Databases. https://doi.org/10.1007/978-3-030-93736-2_27
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| DOI
2020 | Conference Paper | LibreCat-ID: 3583
Guetttatfi, Z., Kaufmann, P., & Platzner, M. (2020). Optimal and Greedy Heuristic Approaches for Scheduling and Mapping of Hardware Tasks to Reconfigurable Computing Devices. In Proceedings of the International Workshop on Applied Reconfigurable Computing (ARC).
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2020 | Mastersthesis | LibreCat-ID: 21324
Chandrakar, K. (2020). Comparison of Feature Selection Techniques to Improve Approximate Circuit Synthesis.
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2020 | Bachelorsthesis | LibreCat-ID: 21432
Henke, L.-S. (2020). Evaluation of a ReconOS-ROS Combination based on a Video Processing Application.
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