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423 Publications
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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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 | Bachelorsthesis | LibreCat-ID: 45762
Simon-Mertens, Florian. Effizienzanalyse Leichtgewichtiger Neuronaler Netze Für FPGA-Basierte Modulationsklassifikation, 2023.
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2023 | Mastersthesis | LibreCat-ID: 45917
Raeisi Nafchi, Masood. Reconfigurable Random Forest Implementation on FPGA. Paderborn University, 2023.
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2023 | Mastersthesis | LibreCat-ID: 45916
Yadalam Murali Kumar, Nihal. Data Analytics for Predictive Maintenance of Time Series Data. Paderborn University, 2023.
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2023 | Mastersthesis | LibreCat-ID: 46075
Raeisi Nafchi, Masood. Reconfigurable Random Forest Implementation on FPGA, 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: 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 | Dissertation | LibreCat-ID: 47837
Hansmeier, Tim. XCS for Self-Awareness in Autonomous Computing Systems, 2023.
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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 | 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: 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: 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: 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 | Dissertation | LibreCat-ID: 29769 |
Ahmed, Qazi Arbab. Hardware Trojans in Reconfigurable Computing. Paderborn: Paderborn University, Paderborn, Germany, 2022. https://doi.org/10.17619/UNIPB/1-1271.
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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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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: 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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| DOI
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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