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427 Publications
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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2020 | Conference Paper | LibreCat-ID: 21584
Gatica, C. P., & Platzner, M. (2020). Adaptable Realization of Industrial Analytics Functions on Edge-Devices using Reconfigurable Architectures. In Machine Learning for Cyber Physical Systems (ML4CPS 2017). Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-59084-3_9
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| DOI
2020 | Journal Article | LibreCat-ID: 17358
Witschen, L. M., Wiersema, T., & Platzner, M. (2020). Proof-carrying Approximate Circuits. IEEE Transactions On Very Large Scale Integration Systems, 28(9), 2084–2088. https://doi.org/10.1109/TVLSI.2020.3008061
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| DOI
2020 | Journal Article | LibreCat-ID: 17369
Ho, N., Kaufmann, P., & Platzner, M. (2020). Evolution of Application-Specific Cache Mappings. International Journal of Hybrid Intelligent Systems.
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2020 | Preprint | LibreCat-ID: 20748
Witschen, L. M., Wiersema, T., & Platzner, M. (n.d.). Search Space Characterization for AxC Synthesis. Fifth Workshop on Approximate Computing (AxC 2020).
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2020 | Conference Paper | LibreCat-ID: 20750
Lienen, C., Platzner, M., & Rinner, B. (2020). ReconROS: Flexible Hardware Acceleration for ROS2 Applications. In Proceedings of the 2020 International Conference on Field-Programmable Technology (FPT).
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2020 | Bachelorsthesis | LibreCat-ID: 20820
Thiele, S. (2020). Implementing Machine Learning Functions as PYNQ FPGA Overlays.
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2020 | Mastersthesis | LibreCat-ID: 20821
Jaganath, V. (2020). Extension and Evaluation of Python-based High-Level Synthesis Tool Flows.
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2020 | Conference Paper | LibreCat-ID: 17063
Hansmeier, T., Kaufmann, P., & Platzner, M. (2020). An Adaption Mechanism for the Error Threshold of XCSF. GECCO ’20: Proceedings of the Genetic and Evolutionary Computation Conference Companion, 1756–1764. https://doi.org/10.1145/3377929.3398106
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| DOI
2020 | Journal Article | LibreCat-ID: 17092
Anwer, J., Meisner, S., & Platzner, M. (2020). Dynamic Reliability Management for FPGA-Based Systems. International Journal of Reconfigurable Computing, 1–19. https://doi.org/10.1155/2020/2808710
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| DOI
2020 | Journal Article | LibreCat-ID: 15836
Bellman, K., Dutt, N., Esterle, L., Herkersdorf, A., Jantsch, A., Landauer, C., … Tammemäe, K. (2020). Self-aware Cyber-Physical Systems. ACM Transactions on Cyber-Physical Systems, Accepted for Publication, 1–24.
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