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245 Publications
2022 | Conference Paper | LibreCat-ID: 33253
Hansmeier T, Brede M, Platzner M. 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. Association for Computing Machinery (ACM); 2022:2071-2079. doi:10.1145/3520304.3533977
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2022 | Preprint | LibreCat-ID: 29541
Lienen C, Platzner M. ReconROS Executor: Event-Driven Programming of FPGA-accelerated ROS 2 Applications. Published online 2022.
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2022 | Conference Paper | LibreCat-ID: 34007
Lienen C, Platzner M. Task Mapping for Hardware-Accelerated Robotics Applications using ReconROS.
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2022 | Conference Paper | LibreCat-ID: 34005
Lienen C, Platzner M. Event-Driven Programming of FPGA-accelerated ROS 2 Robotics Applications. In: 2022 25th Euromicro Conference on Digital System Design (DSD). doi:10.1109/DSD57027.2022.00088
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2022 | Conference Paper | LibreCat-ID: 32342
Ahmed QA, Platzner M. On the Detection and Circumvention of Bitstream-Level Trojans in FPGAs. In: IEEE Computer Society Annual Symposium on VLSI (ISVLSI,2022); 2022.
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2022 | Journal Article | LibreCat-ID: 33990
Jentzsch F, Umuroglu Y, Pappalardo A, Blott M, Platzner M. RadioML Meets FINN: Enabling Future RF Applications With FPGA Streaming Architectures. IEEE Micro. 2022;42(6):125-133. doi:10.1109/MM.2022.3202091
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2021 | Journal Article | LibreCat-ID: 29150
Lienen C, Platzner M. Design of Distributed Reconfigurable Robotics Systems with ReconROS. ACM Transactions on Reconfigurable Technology and Systems. Published online 2021:1-20. doi:10.1145/3494571
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2021 | Conference Paper | LibreCat-ID: 21610
Awais M, Ghasemzadeh Mohammadi H, Platzner M. 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. ACM; 2021:27-32. doi:https://doi.org/10.1145/3453688.3461506
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2021 | Conference Paper | LibreCat-ID: 21953
Witschen LM, Wiersema T, Raeisi Nafchi M, Bockhorn A, Platzner M. Timing Optimization for Virtual FPGA Configurations. In: Hannig F, Derrien S, Diniz P, Chillet D, eds. Proceedings of International Symposium on Applied Reconfigurable Computing (ARC’21). Reconfigurable Computing: Architectures, Tools, and Applications. Springer Lecture Notes in Computer Science. doi:10.1007/978-3-030-79025-7_4
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2021 | Journal Article | LibreCat-ID: 30906
Boschmann A, Neuhaus D, Vogt S, Kaltschmidt C, Platzner M, Dosen S. Immersive augmented reality system for the training of pattern classification control with a myoelectric prosthesis. Journal of NeuroEngineering and Rehabilitation. 2021;18(1). doi:10.1186/s12984-021-00822-6
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2021 | Journal Article | LibreCat-ID: 30907
Rodriguez A, Otero A, Platzner M, De la Torre E. Exploiting Hardware-Based Data-Parallel and Multithreading Models for Smart Edge Computing in Reconfigurable FPGAs. IEEE Transactions on Computers. Published online 2021:1-1. doi:10.1109/tc.2021.3107196
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| DOI
2021 | Preprint | LibreCat-ID: 22764 | 
Lienen C, Platzner M. Design of Distributed Reconfigurable Robotics Systems with ReconROS. arXiv:210707208. Published online 2021.
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2021 | Conference Paper | LibreCat-ID: 21813
Hansmeier T, Platzner M. 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. Association for Computing Machinery (ACM); 2021:1639–1647. doi:10.1145/3449726.3463159
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2021 | Journal Article | LibreCat-ID: 27841
Jakobs M-C, Pauck F, Platzner M, Wehrheim H, Wiersema T. Software/Hardware Co-Verification for Custom Instruction Set Processors. IEEE Access. Published online 2021. doi:10.1109/ACCESS.2021.3131213
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2021 | Conference Paper | LibreCat-ID: 20681 |
Ahmed QA, Wiersema T, Platzner M. Malicious Routing: Circumventing Bitstream-level Verification for FPGAs. In: 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE). 2021 Design, Automation and Test in Europe Conference (DATE); 2021. doi:10.23919/DATE51398.2021.9474026
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2021 | Conference Paper | LibreCat-ID: 30908
Ghasemzadeh Mohammadi H, Jentzsch F, Kuschel M, et al. 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. doi:https://doi.org/10.1007/978-3-030-93736-2_27
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2020 | Conference Paper | LibreCat-ID: 3583
Guetttatfi Z, Kaufmann P, Platzner M. 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 CP, Platzner M. Adaptable Realization of Industrial Analytics Functions on Edge-Devices using Reconfigurable Architectures. In: Machine Learning for Cyber Physical Systems (ML4CPS 2017). Berlin, Heidelberg; 2020. doi:10.1007/978-3-662-59084-3_9
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2020 | Journal Article | LibreCat-ID: 17358
Witschen LM, Wiersema T, Platzner M. Proof-carrying Approximate Circuits. IEEE Transactions On Very Large Scale Integration Systems. 2020;28(9):2084-2088. doi:10.1109/TVLSI.2020.3008061
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2020 | Journal Article | LibreCat-ID: 17369
Ho N, Kaufmann P, Platzner M. Evolution of Application-Specific Cache Mappings. International Journal of Hybrid intelligent Systems. 2020.
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