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427 Publications
2021 | Mastersthesis | LibreCat-ID: 29151
Kashikar, C. (2021). A Comparison of Machine Learning Techniques for the On-line Characterization of Tasks Executed on Heterogeneous Compute Nodes. Paderborn University.
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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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| DOI
2021 | Bachelorsthesis | LibreCat-ID: 22216
Rehnen, J. W. (2021). Decomposition of Arithmetic Components for the Approximate Circuit Synthesis with EvoApproxLib.
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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 | Bachelorsthesis | LibreCat-ID: 22483
Brede, M. (2021). Implementation and Profiling of XCS in the Context of Embedded Systems. Paderborn: Paderborn University.
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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 | Journal Article | LibreCat-ID: 30906
Boschmann, A., Neuhaus, D., Vogt, S., Kaltschmidt, C., Platzner, M., & Dosen, S. (2021). Immersive augmented reality system for the training of pattern classification control with a myoelectric prosthesis. Journal of NeuroEngineering and Rehabilitation, 18(1), Article 25. https://doi.org/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. (2021). Exploiting Hardware-Based Data-Parallel and Multithreading Models for Smart Edge Computing in Reconfigurable FPGAs. IEEE Transactions on Computers, 1–1. https://doi.org/10.1109/tc.2021.3107196
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| DOI
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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| DOI
2021 | Mastersthesis | LibreCat-ID: 29540
Sheikh, M. A. (2021). Design and Implementation of a ReconROS-based Obstacle Avoidance System. Paderborn University.
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2021 | Preprint | LibreCat-ID: 22764 | 
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: 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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| DOI
2021 | Journal Article | LibreCat-ID: 27841
Jakobs, M.-C., Pauck, F., Platzner, M., Wehrheim, H., & Wiersema, T. (2021). Software/Hardware Co-Verification for Custom Instruction Set Processors. IEEE Access. https://doi.org/10.1109/ACCESS.2021.3131213
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| DOI
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: 20681 |
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: 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: 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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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 | Mastersthesis | LibreCat-ID: 21324
Chandrakar, K. (2020). Comparison of Feature Selection Techniques to Improve Approximate Circuit Synthesis.
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2020 | Bachelorsthesis | LibreCat-ID: 21432
Henke, L.-S. (2020). Evaluation of a ReconOS-ROS Combination based on a Video Processing Application.
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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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| DOI
2020 | Journal Article | LibreCat-ID: 17358
Witschen, L. M., Wiersema, T., & Platzner, M. (2020). Proof-carrying Approximate Circuits. IEEE Transactions On Very Large Scale Integration Systems, 28(9), 2084–2088. https://doi.org/10.1109/TVLSI.2020.3008061
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| DOI
2020 | Journal Article | LibreCat-ID: 17369
Ho, N., Kaufmann, P., & Platzner, M. (2020). Evolution of Application-Specific Cache Mappings. International Journal of Hybrid Intelligent Systems.
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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 | Bachelorsthesis | LibreCat-ID: 20820
Thiele, S. (2020). Implementing Machine Learning Functions as PYNQ FPGA Overlays.
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2020 | Mastersthesis | LibreCat-ID: 20821
Jaganath, V. (2020). Extension and Evaluation of Python-based High-Level Synthesis Tool Flows.
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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 | Journal Article | LibreCat-ID: 17092
Anwer, J., Meisner, S., & Platzner, M. (2020). Dynamic Reliability Management for FPGA-Based Systems. International Journal of Reconfigurable Computing, 1–19. https://doi.org/10.1155/2020/2808710
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| DOI
2020 | Journal Article | LibreCat-ID: 15836
Bellman, K., Dutt, N., Esterle, L., Herkersdorf, A., Jantsch, A., Landauer, C., … Tammemäe, K. (2020). Self-aware Cyber-Physical Systems. ACM Transactions on Cyber-Physical Systems, Accepted for Publication, 1–24.
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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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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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| DOI
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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| DOI
2020 | Mastersthesis | LibreCat-ID: 21433
Jentzsch, F. P. (2020). Design and Implementation of a ReconOS-based TensorFlow Lite Delegate Architecture.
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2019 | Journal Article | LibreCat-ID: 3585
Witschen, L. M., Wiersema, T., Ghasemzadeh Mohammadi, H., Awais, M., & Platzner, M. (2019). CIRCA: Towards a Modular and Extensible Framework for Approximate Circuit Generation. Microelectronics Reliability, 99, 277–290. https://doi.org/10.1016/j.microrel.2019.04.003
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| DOI
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: 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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| DOI
2019 | Journal Article | LibreCat-ID: 11950
Boschmann, A., Agne, A., Thombansen, G., Witschen, L. M., Kraus, F., & Platzner, M. (2019). Zynq-based acceleration of robust high density myoelectric signal processing. Journal of Parallel and Distributed Computing, 123, 77–89. https://doi.org/10.1016/j.jpdc.2018.07.004
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2019 | Journal Article | LibreCat-ID: 12967
Hansmeier, T., Platzner, M., Pantho, M. J. H., & Andrews, D. (2019). An Accelerator for Resolution Proof Checking based on FPGA and Hybrid Memory Cube Technology. Journal of Signal Processing Systems, 91(11), 1259–1272. https://doi.org/10.1007/s11265-018-1435-y
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| DOI
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 | Mastersthesis | LibreCat-ID: 15883
Kumar Jeyakumar, S. (2019). Incremental learning with Support Vector Machine on embedded platforms.
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2019 | Mastersthesis | LibreCat-ID: 15920
Keerthipati, M. (2019). A Bitstream-Level Proof-Carrying Hardware Technique for Information Flow Tracking. Universität Paderborn.
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2019 | Mastersthesis | LibreCat-ID: 14831
Sabu, N. S. (2019). FPGA Acceleration of String Search Techniques in Huge Data Sets. Paderborn University.
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2019 | Mastersthesis | LibreCat-ID: 15946
Mehta, J. (2019). Multithreaded Software/Hardware Programming with ReconOS/freeRTOS on a Recongurable System-on-Chip.
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2019 | Mastersthesis | LibreCat-ID: 14546
Hansmeier, T. (2019). Autonomous Operation of High-Performance Compute Nodes through Self-Awareness and Learning Classifiers. Universität Paderborn.
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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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| DOI
2019 | Conference Paper | LibreCat-ID: 9913 |
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 | Mastersthesis | LibreCat-ID: 15874 |
Lienen, C. (n.d.). Implementing a Real-time System on a Platform FPGA operated with ReconOS. Universität Paderborn.
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2019 | Journal Article | LibreCat-ID: 12871 |
Platzner, M., & Plessl, C. (2019). FPGAs im Rechenzentrum. Informatik Spektrum. https://doi.org/10.1007/s00287-019-01187-w
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2019 | Mastersthesis | LibreCat-ID: 52478
Mehta, J. D. (2019). Multithreaded Software/Hardware Programming with ReconOS/freeRTOS on a Reconfigurable System-on-Chip.
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