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427 Publications
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 | Dissertation | LibreCat-ID: 34041
Witschen, Linus Matthias. Frameworks and Methodologies for Search-Based Approximate Logic Synthesis, 2022. https://doi.org/10.17619/UNIPB/1-1649.
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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 | Bachelorsthesis | LibreCat-ID: 42839
Mehlich, Florian. An Evaluation of XCS on the OpenAI Gym. Paderborn: Paderborn University, 2022.
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2022 | Journal Article | LibreCat-ID: 33990
Jentzsch, Felix, Yaman Umuroglu, Alessandro Pappalardo, Michaela Blott, and Marco Platzner. “RadioML Meets FINN: Enabling Future RF Applications With FPGA Streaming Architectures.” IEEE Micro 42, no. 6 (2022): 125–33. https://doi.org/10.1109/MM.2022.3202091.
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2022 | Mastersthesis | LibreCat-ID: 45715
Tcheussi Ngayap, Vanessa Ingrid. FreeRTOS on a MicroBlaze Soft-Core Processor with Hardware Accelerators, 2022.
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2022 | Mastersthesis | LibreCat-ID: 45914
Manjunatha, Suraj. Dealing With Pre-Processing And Feature Extraction Of Time-Series Data In Predictive Maintenance. Paderborn University , 2022.
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2022 | Mastersthesis | LibreCat-ID: 45915
Kaur , Parvinder. Analysis of Time-Series Classification in Conditional Monitoring Systems. Paderborn University , 2022.
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2021 | Dissertation | LibreCat-ID: 26746 | 
Wiersema, Tobias. Guaranteeing Properties of Reconfigurable Hardware Circuits with Proof-Carrying Hardware. Paderborn: Paderborn University, 2021.
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2021 | Journal Article | LibreCat-ID: 29150
Lienen, Christian, and Marco Platzner. “Design of Distributed Reconfigurable Robotics Systems with ReconROS.” ACM Transactions on Reconfigurable Technology and Systems, 2021, 1–20. https://doi.org/10.1145/3494571.
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2021 | Mastersthesis | LibreCat-ID: 29151
Kashikar, Chinmay. A Comparison of Machine Learning Techniques for the On-Line Characterization of Tasks Executed on Heterogeneous Compute Nodes. Paderborn: Paderborn University, 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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2021 | Bachelorsthesis | LibreCat-ID: 22216
Rehnen, Jakob Werner. Decomposition of Arithmetic Components for the Approximate Circuit Synthesis with EvoApproxLib, 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 | Bachelorsthesis | LibreCat-ID: 22483
Brede, Mathis. Implementation and Profiling of XCS in the Context of Embedded Systems. Paderborn: Paderborn University, 2021.
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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 | Journal Article | LibreCat-ID: 30906
Boschmann, Alexander, Dorothee Neuhaus, Sarah Vogt, Christian Kaltschmidt, Marco Platzner, and Strahinja Dosen. “Immersive Augmented Reality System for the Training of Pattern Classification Control with a Myoelectric Prosthesis.” Journal of NeuroEngineering and Rehabilitation 18, no. 1 (2021). https://doi.org/10.1186/s12984-021-00822-6.
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2021 | Journal Article | LibreCat-ID: 30907
Rodriguez, Alfonso, Andres Otero, Marco Platzner, and Eduardo De la Torre. “Exploiting Hardware-Based Data-Parallel and Multithreading Models for Smart Edge Computing in Reconfigurable FPGAs.” IEEE Transactions on Computers, 2021, 1–1. https://doi.org/10.1109/tc.2021.3107196.
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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 | Mastersthesis | LibreCat-ID: 29540
Sheikh, Muhammad Aamir. Design and Implementation of a ReconROS-Based Obstacle Avoidance System. Paderborn University, 2021.
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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: 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 | Journal Article | LibreCat-ID: 27841
Jakobs, Marie-Christine, Felix Pauck, Marco Platzner, Heike Wehrheim, and Tobias Wiersema. “Software/Hardware Co-Verification for Custom Instruction Set Processors.” IEEE Access, 2021. https://doi.org/10.1109/ACCESS.2021.3131213.
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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: 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: 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: 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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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 | Mastersthesis | LibreCat-ID: 21324
Chandrakar, Khushboo. Comparison of Feature Selection Techniques to Improve Approximate Circuit Synthesis, 2020.
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2020 | Bachelorsthesis | LibreCat-ID: 21432
Henke, Luca-Sebastian. Evaluation of a ReconOS-ROS Combination Based on a Video Processing Application, 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 | Journal Article | LibreCat-ID: 17358
Witschen, Linus Matthias, Tobias Wiersema, and Marco Platzner. “Proof-Carrying Approximate Circuits.” IEEE Transactions On Very Large Scale Integration Systems 28, no. 9 (2020): 2084–88. https://doi.org/10.1109/TVLSI.2020.3008061.
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2020 | Journal Article | LibreCat-ID: 17369
Ho, Nam, Paul Kaufmann, and Marco Platzner. “Evolution of Application-Specific Cache Mappings.” International Journal of Hybrid Intelligent Systems, 2020.
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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 | Bachelorsthesis | LibreCat-ID: 20820
Thiele, Simon. Implementing Machine Learning Functions as PYNQ FPGA Overlays, 2020.
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2020 | Mastersthesis | LibreCat-ID: 20821
Jaganath, Vivek. Extension and Evaluation of Python-Based High-Level Synthesis Tool Flows, 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 | Journal Article | LibreCat-ID: 17092
Anwer, Jahanzeb, Sebastian Meisner, and Marco Platzner. “Dynamic Reliability Management for FPGA-Based Systems.” International Journal of Reconfigurable Computing, 2020, 1–19. https://doi.org/10.1155/2020/2808710.
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2020 | Journal Article | LibreCat-ID: 15836
Bellman, K., N. Dutt, L. Esterle, A. Herkersdorf, A. Jantsch, C. Landauer, P. R. Lewis, Marco Platzner, N. TaheriNejad, and K. Tammemäe. “Self-Aware Cyber-Physical Systems.” ACM Transactions on Cyber-Physical Systems Accepted for Publication (2020): 1–24.
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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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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: 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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| DOI
2020 | Mastersthesis | LibreCat-ID: 21433
Jentzsch, Felix P. Design and Implementation of a ReconOS-Based TensorFlow Lite Delegate Architecture, 2020.
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2019 | Journal Article | LibreCat-ID: 3585
Witschen, Linus Matthias, Tobias Wiersema, Hassan Ghasemzadeh Mohammadi, Muhammad Awais, and Marco Platzner. “CIRCA: Towards a Modular and Extensible Framework for Approximate Circuit Generation.” Microelectronics Reliability 99 (2019): 277–90. https://doi.org/10.1016/j.microrel.2019.04.003.
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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: 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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2019 | Journal Article | LibreCat-ID: 11950
Boschmann, Alexander, Andreas Agne, Georg Thombansen, Linus Matthias Witschen, Florian Kraus, and Marco Platzner. “Zynq-Based Acceleration of Robust High Density Myoelectric Signal Processing.” Journal of Parallel and Distributed Computing 123 (2019): 77–89. https://doi.org/10.1016/j.jpdc.2018.07.004.
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2019 | Journal Article | LibreCat-ID: 12967
Hansmeier, Tim, Marco Platzner, Md Jubaer Hossain Pantho, and David Andrews. “An Accelerator for Resolution Proof Checking Based on FPGA and Hybrid Memory Cube Technology.” Journal of Signal Processing Systems 91, no. 11 (2019): 1259–72. https://doi.org/10.1007/s11265-018-1435-y.
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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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