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225 Publications


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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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 | 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: 44194 | OA
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 | 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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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 | 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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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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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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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: 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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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: 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 | Preprint | LibreCat-ID: 29541
Lienen, C., & Platzner, M. (2022). ReconROS Executor: Event-Driven Programming of FPGA-accelerated ROS 2 Applications.
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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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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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2021 | Conference Paper | LibreCat-ID: 20681 | OA
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: 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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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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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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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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2021 | Preprint | LibreCat-ID: 22764 | OA
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: 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 | 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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2020 | Conference Paper | LibreCat-ID: 20838
Lösch, A., & Platzner, M. (2020). MigHEFT: DAG-based Scheduling of Migratable Tasks on Heterogeneous Compute Nodes. 2020 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW). https://doi.org/10.1109/ipdpsw50202.2020.00012
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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 | 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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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 | 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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2020 | Conference Paper | LibreCat-ID: 16363
Hansmeier, T., Kaufmann, P., & Platzner, M. (2020). Enabling XCSF to Cope with Dynamic Environments via an Adaptive Error Threshold. In GECCO ’20: Proceedings of the Genetic and Evolutionary Computation Conference Companion (pp. 125–126). New York, NY, United States: Association for Computing Machinery (ACM). https://doi.org/10.1145/3377929.3389968
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2020 | Conference Paper | LibreCat-ID: 16213
Awais, M., Ghasemzadeh Mohammadi, H., & Platzner, M. (2020). A Hybrid Synthesis Methodology for Approximate Circuits. In Proceedings of the 30th ACM Great Lakes Symposium on VLSI (GLSVLSI) 2020 (pp. 421–426). Beijing, China: ACM. https://doi.org/10.1145/3386263.3406952
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2019 | Conference Paper | LibreCat-ID: 9913 | OA
Ahmed, Q. A., Wiersema, T., & Platzner, M. (2019). Proof-Carrying Hardware Versus the Stealthy Malicious LUT Hardware Trojan. In C. Hochberger, B. Nelson, A. Koch, R. Woods, & P. Diniz (Eds.), Applied Reconfigurable Computing (Vol. 11444, pp. 127–136). Springer International Publishing. https://doi.org/10.1007/978-3-030-17227-5_10
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2019 | Conference Paper | LibreCat-ID: 31067
Guettatfi, Z., Platzner, M., Kermia, O., & Khouas, A. (2019). An Approach for Mapping Periodic Real-Time Tasks to Reconfigurable Hardware. 2019 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW). https://doi.org/10.1109/ipdpsw.2019.00027
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2019 | Preprint | LibreCat-ID: 16853
Witschen, L. M., Ghasemzadeh Mohammadi, H., Artmann, M., & Platzner, M. (n.d.). Jump Search: A Fast Technique for the Synthesis of Approximate Circuits. Fourth Workshop on Approximate Computing (AxC 2019).
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2019 | Conference Paper | LibreCat-ID: 15422
Ho, N., Kaufmann, P., & Platzner, M. (2019). Optimization of Application-specific L1 Cache Translation Functions of the LEON3 Processor. In World Congress on Nature and Biologically Inspired Computing (NaBIC). Springer.
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2019 | Conference Paper | LibreCat-ID: 10577
Witschen, L. M., Ghasemzadeh Mohammadi, H., Artmann, M., & Platzner, M. (2019). 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. https://doi.org/10.1145/3299874.3317998
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2018 | Conference Paper | LibreCat-ID: 5547
Lösch, A., & Platzner, M. (2018). 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). Milan, Italy: IEEE. https://doi.org/10.1109/asap.2018.8445098
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2018 | Preprint | LibreCat-ID: 3586
Witschen, L. M., Wiersema, T., Ghasemzadeh Mohammadi, H., Awais, M., & Platzner, M. (n.d.). CIRCA: Towards a Modular and Extensible Framework for Approximate Circuit Generation. Third Workshop on Approximate Computing (AxC 2018).
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2018 | Conference Paper | LibreCat-ID: 3362
Lösch, A., Wiens, A., & Platzner, M. (2018). Ampehre: An Open Source Measurement Framework for Heterogeneous Compute Nodes. In Proceedings of the International Conference on Architecture of Computing Systems (ARCS) (Vol. 10793, pp. 73–84). Cham: Springer International Publishing. https://doi.org/10.1007/978-3-319-77610-1_6
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2018 | Conference Paper | LibreCat-ID: 3373
Hansmeier, T., Platzner, M., & Andrews, D. (2018). An FPGA/HMC-Based Accelerator for Resolution Proof Checking. In ARC 2018: Applied Reconfigurable Computing. Architectures, Tools, and Applications (Vol. 10824, pp. 153–165). Santorini, Greece: Springer International Publishing. https://doi.org/10.1007/978-3-319-78890-6_13
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2018 | Preprint | LibreCat-ID: 1165
Witschen, L. M., Wiersema, T., & Platzner, M. (2018). Making the Case for Proof-carrying Approximate Circuits. 4th Workshop On Approximate Computing (WAPCO 2018).
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2018 | Conference Paper | LibreCat-ID: 10598
Awais, M., Ghasemzadeh Mohammadi, H., & Platzner, M. (2018). An MCTS-based Framework for Synthesis of Approximate Circuits. In 26th IFIP/IEEE International Conference on Very Large Scale Integration (VLSI-SoC) (pp. 219–224). https://doi.org/10.1109/VLSI-SoC.2018.8645026
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2017 | Conference Paper | LibreCat-ID: 65
Lösch, A., & Platzner, M. (2017). 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). https://doi.org/10.1109/ASAP.2017.7995272
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2017 | Conference Paper | LibreCat-ID: 14893
Ghribi, I., Abdallah, R. B., Khalgui, M., & Platzner, M. (2017). I-Codesign: A Codesign Methodology for Reconfigurable Embedded Systems. In Communications in Computer and Information Science. Cham: Springer . https://doi.org/10.1007/978-3-319-62569-0_8
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2017 | Conference Paper | LibreCat-ID: 10760
Kaufmann, P., & Kalkreuth, R. (2017). Parametrizing Cartesian Genetic Programming: An Empirical Study. In KI 2017: Advances in Artificial Intelligence: 40th Annual German Conference on AI. Springer International Publishing. https://doi.org/10.1007/978-3-319-67190-1_26
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2017 | Conference Paper | LibreCat-ID: 10761
Kaufmann, P., Ho, N., & Platzner, M. (2017). Evaluation Methodology for Complex Non-deterministic Functions: A Case Study in Metaheuristic Optimization of Caches. In Adaptive Hardware and Systems (AHS). IEEE. https://doi.org/10.1109/AHS.2017.8046380
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2017 | Conference Paper | LibreCat-ID: 10762
Kaufmann, P., & Kalkreuth, R. (2017). An Empirical Study on the Parametrization of Cartesian Genetic Programming. In Genetic and Evolutionary Computation (GECCO), Compendium. ACM. https://doi.org/10.1145/3067695.3075980
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2017 | Conference Paper | LibreCat-ID: 10780
Guettatfi, Z., Hübner, P., Platzner, M., & Rinner, B. (2017). Computational self-awareness as design approach for visual sensor nodes. In 12th International Symposium on Reconfigurable Communication-centric Systems-on-Chip (ReCoSoC) (pp. 1–8). https://doi.org/10.1109/ReCoSoC.2017.8016147
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2017 | Conference Paper | LibreCat-ID: 10630
Boschmann, A., Thombansen, G., Witschen, L. M., Wiens, A., & Platzner, M. (2017). A Zynq-based dynamically reconfigurable high density myoelectric prosthesis controller. In Design, Automation and Test in Europe (DATE). https://doi.org/10.23919/DATE.2017.7927137
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