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225 Publications
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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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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.
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2023 | Preprint | 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,” n.d.
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2023 | Conference Paper | LibreCat-ID: 44194 | 
Ahmed, Qazi Arbab, Muhammad Awais, and Marco Platzner. “MAAS: Hiding Trojans in Approximate Circuits.” In The 24th International Symposium on Quality Electronic Design (ISQED’23), San Francisco, Califorina USA, 2023.
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2023 | Preprint | LibreCat-ID: 43048
Lienen, Christian, Sorel Horst Middeke, and Marco Platzner. “FpgaDDS: An Intra-FPGA Data Distribution Service for ROS 2 Robotics Applications,” 2023.
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2022 | Conference Paper | LibreCat-ID: 32342
Ahmed, Qazi Arbab, and Marco Platzner. “On the Detection and Circumvention of Bitstream-Level Trojans in FPGAs.” Pafos, Cyprus: IEEE Computer Society Annual Symposium on VLSI (ISVLSI,2022), 2022.
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2022 | Conference Paper | LibreCat-ID: 34005
Lienen, Christian, and Marco Platzner. “Event-Driven Programming of FPGA-Accelerated ROS 2 Robotics Applications.” In 2022 25th Euromicro Conference on Digital System Design (DSD), n.d. https://doi.org/10.1109/DSD57027.2022.00088.
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2022 | Conference Paper | LibreCat-ID: 33253
Hansmeier, Tim, Mathis Brede, and Marco Platzner. “XCS on Embedded Systems: An Analysis of Execution Profiles and Accelerated Classifier Deletion.” In GECCO ’22: Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2071–79. New York, NY, United States: Association for Computing Machinery (ACM), 2022. https://doi.org/10.1145/3520304.3533977.
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2022 | Conference Paper | LibreCat-ID: 32855
Clausing, Lennart, and Marco Platzner. “ReconOS64: A Hardware Operating System for Modern Platform FPGAs with 64-Bit Support.” In 2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), 120–27. IEEE, 2022. https://doi.org/10.1109/ipdpsw55747.2022.00029.
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2022 | Conference Paper | LibreCat-ID: 34007
Lienen, Christian, and Marco Platzner. “Task Mapping for Hardware-Accelerated Robotics Applications Using ReconROS,” n.d.
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2022 | Conference Paper | LibreCat-ID: 30971
Hansmeier, Tim, and Marco Platzner. “Integrating Safety Guarantees into the Learning Classifier System XCS.” In Applications of Evolutionary Computation, EvoApplications 2022, Proceedings, 13224:386–401. Lecture Notes in Computer Science. Springer International Publishing, 2022. https://doi.org/10.1007/978-3-031-02462-7_25.
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2022 | Conference Paper | LibreCat-ID: 29865
Witschen, Linus Matthias, Tobias Wiersema, Matthias Artmann, and Marco Platzner. “MUSCAT: MUS-Based Circuit Approximation Technique.” In Design, Automation and Test in Europe (DATE), n.d.
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2022 | Conference Paper | LibreCat-ID: 29945
Witschen, Linus Matthias, Tobias Wiersema, Lucas David Reuter, and Marco Platzner. “Search Space Characterization for Approximate Logic Synthesis .” In 2022 59th ACM/IEEE Design Automation Conference (DAC), n.d.
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2022 | Preprint | LibreCat-ID: 29541
Lienen, Christian, and Marco Platzner. “ReconROS Executor: Event-Driven Programming of FPGA-Accelerated ROS 2 Applications,” 2022.
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2021 | Conference Paper | LibreCat-ID: 30908
Ghasemzadeh Mohammadi, Hassan, Felix Jentzsch, Maurice Kuschel, Rahil Arshad, Sneha Rautmare, Suraj Manjunatha, Marco Platzner, Alexander Boschmann, and Dirk Schollbach. “FLight: FPGA Acceleration of Lightweight DNN Model Inference in Industrial Analytics.” In Machine Learning and Principles and Practice of Knowledge Discovery in Databases. Springer, 2021. https://doi.org/10.1007/978-3-030-93736-2_27.
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2021 | Conference Paper | LibreCat-ID: 30909
Clausing, Lennart. “ReconOS64: High-Performance Embedded Computing for Industrial Analytics on a Reconfigurable System-on-Chip.” In Proceedings of the 11th International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies. ACM, 2021. https://doi.org/10.1145/3468044.3468056.
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2021 | Conference Paper | LibreCat-ID: 20681 |
Ahmed, Qazi Arbab, Tobias Wiersema, and Marco Platzner. “Malicious Routing: Circumventing Bitstream-Level Verification for FPGAs.” In 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE). Alpexpo | Grenoble, France: 2021 Design, Automation and Test in Europe Conference (DATE), 2021. https://doi.org/10.23919/DATE51398.2021.9474026.
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2021 | Conference Paper | LibreCat-ID: 29138
Ahmed, Qazi Arbab. “Hardware Trojans in Reconfigurable Computing.” In 2021 IFIP/IEEE 29th International Conference on Very Large Scale Integration (VLSI-SoC), 2021. https://doi.org/10.1109/vlsi-soc53125.2021.9606974.
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2021 | Conference Paper | LibreCat-ID: 29137
Hansmeier, Tim. “Self-Aware Operation of Heterogeneous Compute Nodes Using the Learning Classifier System XCS.” In HEART ’21: Proceedings of the 11th International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies. New York, NY, United States: Association for Computing Machinery (ACM), 2021. https://doi.org/10.1145/3468044.3468055.
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2021 | Conference Paper | LibreCat-ID: 21813
Hansmeier, Tim, and Marco Platzner. “An Experimental Comparison of Explore/Exploit Strategies for the Learning Classifier System XCS.” In GECCO ’21: Proceedings of the Genetic and Evolutionary Computation Conference Companion, 1639–1647. New York, NY, United States: Association for Computing Machinery (ACM), 2021. https://doi.org/10.1145/3449726.3463159.
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2021 | Conference Paper | LibreCat-ID: 21953
Witschen, Linus Matthias, Tobias Wiersema, Masood Raeisi Nafchi, Arne Bockhorn, and Marco Platzner. “Timing Optimization for Virtual FPGA Configurations.” In Proceedings of International Symposium on Applied Reconfigurable Computing (ARC’21), edited by Frank Hannig, Steven Derrien, Pedro Diniz, and Daniel Chillet. Reconfigurable Computing: Architectures, Tools, and Applications. Springer Lecture Notes in Computer Science, n.d. https://doi.org/10.1007/978-3-030-79025-7_4.
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2021 | Preprint | LibreCat-ID: 22764 |
Lienen, Christian, and Marco Platzner. “Design of Distributed Reconfigurable Robotics Systems with ReconROS.” ArXiv:2107.07208, 2021.
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2021 | Conference Paper | LibreCat-ID: 22309
Awais, Muhammad, and Marco Platzner. “MCTS-Based Synthesis Towards Efficient Approximate Accelerators.” In Proceedings of IEEE Computer Society Annual Symposium on VLSI, 384–89. IEEE, 2021.
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2021 | Conference Paper | LibreCat-ID: 21610
Awais, Muhammad, Hassan Ghasemzadeh Mohammadi, and Marco Platzner. “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, 27–32. ACM, 2021. https://doi.org/10.1145/3453688.3461506.
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2020 | Conference Paper | LibreCat-ID: 20838
Lösch, Achim, and Marco Platzner. “MigHEFT: DAG-Based Scheduling of Migratable Tasks on Heterogeneous Compute Nodes.” In 2020 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), 2020. https://doi.org/10.1109/ipdpsw50202.2020.00012.
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2020 | Conference Paper | LibreCat-ID: 3583
Guetttatfi, Zakarya, Paul Kaufmann, and Marco Platzner. “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), 2020.
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2020 | Conference Paper | LibreCat-ID: 21584
Gatica, Carlos Paiz, and Marco Platzner. “Adaptable Realization of Industrial Analytics Functions on Edge-Devices Using Reconfigurable Architectures.” In Machine Learning for Cyber Physical Systems (ML4CPS 2017). Berlin, Heidelberg, 2020. https://doi.org/10.1007/978-3-662-59084-3_9.
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2020 | Preprint | LibreCat-ID: 20748
Witschen, Linus Matthias, Tobias Wiersema, and Marco Platzner. “Search Space Characterization for AxC Synthesis.” Fifth Workshop on Approximate Computing (AxC 2020), n.d.
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2020 | Conference Paper | LibreCat-ID: 20750
Lienen, Christian, Marco Platzner, and Bernhard Rinner. “ReconROS: Flexible Hardware Acceleration for ROS2 Applications.” In Proceedings of the 2020 International Conference on Field-Programmable Technology (FPT), 2020.
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2020 | Conference Paper | LibreCat-ID: 17063
Hansmeier, Tim, Paul Kaufmann, and Marco Platzner. “An Adaption Mechanism for the Error Threshold of XCSF.” In GECCO ’20: Proceedings of the Genetic and Evolutionary Computation Conference Companion, 1756–64. New York, NY, United States: Association for Computing Machinery (ACM), 2020. https://doi.org/10.1145/3377929.3398106.
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2020 | Conference Paper | LibreCat-ID: 16363
Hansmeier, Tim, Paul Kaufmann, and Marco Platzner. “Enabling XCSF to Cope with Dynamic Environments via an Adaptive Error Threshold.” In GECCO ’20: Proceedings of the Genetic and Evolutionary Computation Conference Companion, 125–26. New York, NY, United States: Association for Computing Machinery (ACM), 2020. https://doi.org/10.1145/3377929.3389968.
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2020 | Conference Paper | LibreCat-ID: 16213
Awais, Muhammad, Hassan Ghasemzadeh Mohammadi, and Marco Platzner. “A Hybrid Synthesis Methodology for Approximate Circuits.” In Proceedings of the 30th ACM Great Lakes Symposium on VLSI (GLSVLSI) 2020, 421–26. ACM, 2020. https://doi.org/10.1145/3386263.3406952.
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2019 | Conference Paper | LibreCat-ID: 9913 |
Ahmed, Qazi Arbab, Tobias Wiersema, and Marco Platzner. “Proof-Carrying Hardware Versus the Stealthy Malicious LUT Hardware Trojan.” In Applied Reconfigurable Computing, edited by Christian Hochberger, Brent Nelson, Andreas Koch, Roger Woods, and Pedro Diniz, 11444:127–36. Lecture Notes in Computer Science. Cham: Springer International Publishing, 2019. https://doi.org/10.1007/978-3-030-17227-5_10.
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2019 | Conference Paper | LibreCat-ID: 31067
Guettatfi, Zakarya, Marco Platzner, Omar Kermia, and Abdelhakim Khouas. “An Approach for Mapping Periodic Real-Time Tasks to Reconfigurable Hardware.” In 2019 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW). IEEE, 2019. https://doi.org/10.1109/ipdpsw.2019.00027.
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2019 | Preprint | LibreCat-ID: 16853
Witschen, Linus Matthias, Hassan Ghasemzadeh Mohammadi, Matthias Artmann, and Marco Platzner. “Jump Search: A Fast Technique for the Synthesis of Approximate Circuits.” Fourth Workshop on Approximate Computing (AxC 2019), n.d.
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2019 | Conference Paper | LibreCat-ID: 15422
Ho, Nam, Paul Kaufmann, and Marco Platzner. “Optimization of Application-Specific L1 Cache Translation Functions of the LEON3 Processor.” In World Congress on Nature and Biologically Inspired Computing (NaBIC). Advances in Nature and Biologically Inspired Computing. Springer, 2019.
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2019 | Conference Paper | LibreCat-ID: 10577
Witschen, Linus Matthias, Hassan Ghasemzadeh Mohammadi, Matthias Artmann, and Marco Platzner. “Jump Search: A Fast Technique for the Synthesis of Approximate Circuits.” In Proceedings of the 2019 on Great Lakes Symposium on VLSI - GLSVLSI ’19. New York, NY, USA: ACM, 2019. https://doi.org/10.1145/3299874.3317998.
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2018 | Conference Paper | LibreCat-ID: 5547
Lösch, Achim, and Marco Platzner. “A Highly Accurate Energy Model for Task Execution on Heterogeneous Compute Nodes.” In 2018 IEEE 29th International Conference on Application-Specific Systems, Architectures and Processors (ASAP). IEEE, 2018. https://doi.org/10.1109/asap.2018.8445098.
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2018 | Preprint | LibreCat-ID: 3586
Witschen, Linus Matthias, Tobias Wiersema, Hassan Ghasemzadeh Mohammadi, Muhammad Awais, and Marco Platzner. “CIRCA: Towards a Modular and Extensible Framework for Approximate Circuit Generation.” Third Workshop on Approximate Computing (AxC 2018), n.d.
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2018 | Conference Paper | LibreCat-ID: 3362
Lösch, Achim, Alex Wiens, and Marco Platzner. “Ampehre: An Open Source Measurement Framework for Heterogeneous Compute Nodes.” In Proceedings of the International Conference on Architecture of Computing Systems (ARCS), 10793:73–84. Lecture Notes in Computer Science. Cham: Springer International Publishing, 2018. https://doi.org/10.1007/978-3-319-77610-1_6.
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2018 | Conference Paper | LibreCat-ID: 3373
Hansmeier, Tim, Marco Platzner, and David Andrews. “An FPGA/HMC-Based Accelerator for Resolution Proof Checking.” In ARC 2018: Applied Reconfigurable Computing. Architectures, Tools, and Applications, 10824:153–65. Lecture Notes in Computer Science. Springer International Publishing, 2018. https://doi.org/10.1007/978-3-319-78890-6_13.
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2018 | Preprint | LibreCat-ID: 1165
Witschen, Linus Matthias, Tobias Wiersema, and Marco Platzner. “Making the Case for Proof-Carrying Approximate Circuits.” 4th Workshop On Approximate Computing (WAPCO 2018), 2018.
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2018 | Conference Paper | LibreCat-ID: 10598
Awais, Muhammad, Hassan Ghasemzadeh Mohammadi, and Marco Platzner. “An MCTS-Based Framework for Synthesis of Approximate Circuits.” In 26th IFIP/IEEE International Conference on Very Large Scale Integration (VLSI-SoC), 219–24, 2018. https://doi.org/10.1109/VLSI-SoC.2018.8645026.
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2017 | Conference Paper | LibreCat-ID: 65
Lösch, Achim, and Marco Platzner. “ReMinMin: A Novel Static Energy-Centric List Scheduling Approach Based on Real Measurements.” In Proceedings of the 28th Annual IEEE International Conference on Application-Specific Systems, Architectures and Processors (ASAP), 2017. https://doi.org/10.1109/ASAP.2017.7995272.
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2017 | Conference Paper | LibreCat-ID: 14893
Ghribi, Ines, Riadh Ben Abdallah, Mohamed Khalgui, and Marco Platzner. “I-Codesign: A Codesign Methodology for Reconfigurable Embedded Systems.” In Communications in Computer and Information Science. Cham: Springer , 2017. https://doi.org/10.1007/978-3-319-62569-0_8.
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2017 | Conference Paper | LibreCat-ID: 10760
Kaufmann, Paul, and Roman Kalkreuth. “Parametrizing Cartesian Genetic Programming: An Empirical Study.” In KI 2017: Advances in Artificial Intelligence: 40th Annual German Conference on AI. Springer International Publishing, 2017. https://doi.org/10.1007/978-3-319-67190-1_26.
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2017 | Conference Paper | LibreCat-ID: 10761
Kaufmann, Paul, Nam Ho, and Marco Platzner. “Evaluation Methodology for Complex Non-Deterministic Functions: A Case Study in Metaheuristic Optimization of Caches.” In Adaptive Hardware and Systems (AHS). IEEE, 2017. https://doi.org/10.1109/AHS.2017.8046380.
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2017 | Conference Paper | LibreCat-ID: 10762
Kaufmann, Paul, and Roman Kalkreuth. “An Empirical Study on the Parametrization of Cartesian Genetic Programming.” In Genetic and Evolutionary Computation (GECCO), Compendium. ACM, 2017. https://doi.org/10.1145/3067695.3075980.
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2017 | Conference Paper | LibreCat-ID: 10780
Guettatfi, Zakarya, Philipp Hübner, Marco Platzner, and Bernhard Rinner. “Computational Self-Awareness as Design Approach for Visual Sensor Nodes.” In 12th International Symposium on Reconfigurable Communication-Centric Systems-on-Chip (ReCoSoC), 1–8, 2017. https://doi.org/10.1109/ReCoSoC.2017.8016147.
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2017 | Conference Paper | LibreCat-ID: 10630
Boschmann, Alexander, Georg Thombansen, Linus Matthias Witschen, Alex Wiens, and Marco Platzner. “A Zynq-Based Dynamically Reconfigurable High Density Myoelectric Prosthesis Controller.” In Design, Automation and Test in Europe (DATE), 2017. https://doi.org/10.23919/DATE.2017.7927137.
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