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427 Publications
2022 | Conference Paper | LibreCat-ID: 34005
@inproceedings{Lienen_Platzner, title={Event-Driven Programming of FPGA-accelerated ROS 2 Robotics Applications}, DOI={10.1109/DSD57027.2022.00088}, booktitle={2022 25th Euromicro Conference on Digital System Design (DSD)}, author={Lienen, Christian and Platzner, Marco} }
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| DOI
2022 | Dissertation | LibreCat-ID: 34041
@book{Witschen_2022, title={Frameworks and Methodologies for Search-based Approximate Logic Synthesis}, DOI={10.17619/UNIPB/1-1649}, author={Witschen, Linus Matthias}, year={2022} }
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| DOI
2022 | Conference Paper | LibreCat-ID: 32342
@inproceedings{Ahmed_Platzner_2022, place={Pafos, Cyprus}, title={On the Detection and Circumvention of Bitstream-Level Trojans in FPGAs}, publisher={IEEE Computer Society Annual Symposium on VLSI (ISVLSI,2022)}, author={Ahmed, Qazi Arbab and Platzner, Marco}, year={2022} }
LibreCat
2022 | Bachelorsthesis | LibreCat-ID: 42839
@book{Mehlich_2022, place={Paderborn}, title={An Evaluation of XCS on the OpenAI Gym}, publisher={Paderborn University}, author={Mehlich, Florian}, year={2022} }
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2022 | Journal Article | LibreCat-ID: 33990
@article{Jentzsch_Umuroglu_Pappalardo_Blott_Platzner_2022, title={RadioML Meets FINN: Enabling Future RF Applications With FPGA Streaming Architectures}, volume={42}, DOI={10.1109/MM.2022.3202091}, number={6}, journal={IEEE Micro}, publisher={IEEE}, author={Jentzsch, Felix and Umuroglu, Yaman and Pappalardo, Alessandro and Blott, Michaela and Platzner, Marco}, year={2022}, pages={125–133} }
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2022 | Mastersthesis | LibreCat-ID: 45715
@book{Tcheussi Ngayap_2022, title={FreeRTOS on a MicroBlaze Soft-Core Processor with Hardware Accelerators}, author={Tcheussi Ngayap, Vanessa Ingrid}, year={2022} }
LibreCat
2022 | Mastersthesis | LibreCat-ID: 45914
@book{Manjunatha_2022, title={Dealing With Pre-Processing And Feature Extraction Of Time-Series Data In Predictive Maintenance}, publisher={Paderborn University }, author={Manjunatha, Suraj}, year={2022} }
LibreCat
2022 | Mastersthesis | LibreCat-ID: 45915
@book{Kaur _2022, place={Paderborn University }, title={Analysis of Time-Series Classification in Conditional Monitoring Systems}, author={Kaur , Parvinder}, year={2022} }
LibreCat
2021 | Dissertation | LibreCat-ID: 26746 | 
@book{Wiersema_2021, place={Paderborn}, title={Guaranteeing Properties of Reconfigurable Hardware Circuits with Proof-Carrying Hardware}, publisher={Paderborn University}, author={Wiersema, Tobias}, year={2021} }
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2021 | Journal Article | LibreCat-ID: 29150
@article{Lienen_Platzner_2021, title={Design of Distributed Reconfigurable Robotics Systems with ReconROS}, DOI={10.1145/3494571}, journal={ACM Transactions on Reconfigurable Technology and Systems}, author={Lienen, Christian and Platzner, Marco}, year={2021}, pages={1–20} }
LibreCat
| DOI
2021 | Mastersthesis | LibreCat-ID: 29151
@book{Kashikar_2021, place={Paderborn}, title={A Comparison of Machine Learning Techniques for the On-line Characterization of Tasks Executed on Heterogeneous Compute Nodes}, publisher={Paderborn University}, author={Kashikar, Chinmay}, year={2021} }
LibreCat
2021 | Conference Paper | LibreCat-ID: 21610
@inproceedings{Awais_Ghasemzadeh Mohammadi_Platzner_2021, title={LDAX: A Learning-based Fast Design Space Exploration Framework for Approximate Circuit Synthesis}, DOI={https://doi.org/10.1145/3453688.3461506}, booktitle={Proceedings of the ACM Great Lakes Symposium on VLSI (GLSVLSI) 2021}, publisher={ACM}, author={Awais, Muhammad and Ghasemzadeh Mohammadi, Hassan and Platzner, Marco}, year={2021}, pages={27–32} }
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| DOI
2021 | Bachelorsthesis | LibreCat-ID: 22216
@book{Rehnen_2021, title={Decomposition of Arithmetic Components for the Approximate Circuit Synthesis with EvoApproxLib}, author={Rehnen, Jakob Werner}, year={2021} }
LibreCat
2021 | Conference Paper | LibreCat-ID: 22309
@inproceedings{Awais_Platzner_2021, title={MCTS-Based Synthesis Towards Efficient Approximate Accelerators}, booktitle={Proceedings of IEEE Computer Society Annual Symposium on VLSI}, publisher={IEEE}, author={Awais, Muhammad and Platzner, Marco}, year={2021}, pages={384–389} }
LibreCat
2021 | Bachelorsthesis | LibreCat-ID: 22483
@book{Brede_2021, place={Paderborn}, title={Implementation and Profiling of XCS in the Context of Embedded Systems}, publisher={Paderborn University}, author={Brede, Mathis}, year={2021} }
LibreCat
2021 | Conference Paper | LibreCat-ID: 21953
@inproceedings{Witschen_Wiersema_Raeisi Nafchi_Bockhorn_Platzner, series={Reconfigurable Computing: Architectures, Tools, and Applications}, title={Timing Optimization for Virtual FPGA Configurations}, DOI={10.1007/978-3-030-79025-7_4}, booktitle={Proceedings of International Symposium on Applied Reconfigurable Computing (ARC’21)}, publisher={Springer Lecture Notes in Computer Science}, author={Witschen, Linus Matthias and Wiersema, Tobias and Raeisi Nafchi, Masood and Bockhorn, Arne and Platzner, Marco}, editor={Hannig, Frank and Derrien, Steven and Diniz, Pedro and Chillet, Daniel}, collection={Reconfigurable Computing: Architectures, Tools, and Applications} }
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| DOI
2021 | Journal Article | LibreCat-ID: 30906
@article{Boschmann_Neuhaus_Vogt_Kaltschmidt_Platzner_Dosen_2021, title={Immersive augmented reality system for the training of pattern classification control with a myoelectric prosthesis}, volume={18}, DOI={10.1186/s12984-021-00822-6}, number={125}, journal={Journal of NeuroEngineering and Rehabilitation}, publisher={Springer Science and Business Media LLC}, author={Boschmann, Alexander and Neuhaus, Dorothee and Vogt, Sarah and Kaltschmidt, Christian and Platzner, Marco and Dosen, Strahinja}, year={2021} }
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| DOI
2021 | Journal Article | LibreCat-ID: 30907
@article{Rodriguez_Otero_Platzner_De la Torre_2021, title={Exploiting Hardware-Based Data-Parallel and Multithreading Models for Smart Edge Computing in Reconfigurable FPGAs}, DOI={10.1109/tc.2021.3107196}, journal={IEEE Transactions on Computers}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Rodriguez, Alfonso and Otero, Andres and Platzner, Marco and De la Torre, Eduardo}, year={2021}, pages={1–1} }
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| DOI
2021 | Conference Paper | LibreCat-ID: 29137
@inproceedings{Hansmeier_2021, place={New York, NY, United States}, title={Self-aware Operation of Heterogeneous Compute Nodes using the Learning Classifier System XCS}, DOI={10.1145/3468044.3468055}, booktitle={HEART ’21: Proceedings of the 11th International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies}, publisher={Association for Computing Machinery (ACM)}, author={Hansmeier, Tim}, year={2021} }
LibreCat
| DOI
2021 | Mastersthesis | LibreCat-ID: 29540
@book{Sheikh_2021, title={Design and Implementation of a ReconROS-based Obstacle Avoidance System}, publisher={Paderborn University}, author={Sheikh, Muhammad Aamir}, year={2021} }
LibreCat
2021 | Preprint | LibreCat-ID: 22764 |
@article{Lienen_Platzner_2021, title={Design of Distributed Reconfigurable Robotics Systems with ReconROS}, journal={arXiv:2107.07208}, author={Lienen, Christian and Platzner, Marco}, year={2021} }
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2021 | Conference Paper | LibreCat-ID: 21813
@inproceedings{Hansmeier_Platzner_2021, place={New York, NY, United States}, title={An Experimental Comparison of Explore/Exploit Strategies for the Learning Classifier System XCS}, DOI={10.1145/3449726.3463159}, booktitle={GECCO ’21: Proceedings of the Genetic and Evolutionary Computation Conference Companion}, publisher={Association for Computing Machinery (ACM)}, author={Hansmeier, Tim and Platzner, Marco}, year={2021}, pages={1639–1647} }
LibreCat
| DOI
2021 | Journal Article | LibreCat-ID: 27841
@article{Jakobs_Pauck_Platzner_Wehrheim_Wiersema_2021, title={Software/Hardware Co-Verification for Custom Instruction Set Processors}, DOI={10.1109/ACCESS.2021.3131213}, journal={IEEE Access}, publisher={IEEE}, author={Jakobs, Marie-Christine and Pauck, Felix and Platzner, Marco and Wehrheim, Heike and Wiersema, Tobias}, year={2021} }
LibreCat
| DOI
2021 | Conference Paper | LibreCat-ID: 29138
@inproceedings{Ahmed_2021, title={Hardware Trojans in Reconfigurable Computing}, DOI={10.1109/vlsi-soc53125.2021.9606974}, booktitle={2021 IFIP/IEEE 29th International Conference on Very Large Scale Integration (VLSI-SoC)}, author={Ahmed, Qazi Arbab}, year={2021} }
LibreCat
| DOI
2021 | Conference Paper | LibreCat-ID: 20681 |
@inproceedings{Ahmed_Wiersema_Platzner_2021, place={Alpexpo | Grenoble, France}, title={Malicious Routing: Circumventing Bitstream-level Verification for FPGAs}, DOI={10.23919/DATE51398.2021.9474026}, booktitle={2021 Design, Automation & Test in Europe Conference & Exhibition (DATE)}, publisher={2021 Design, Automation and Test in Europe Conference (DATE)}, author={Ahmed, Qazi Arbab and Wiersema, Tobias and Platzner, Marco}, year={2021} }
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2021 | Conference Paper | LibreCat-ID: 30909
@inproceedings{Clausing_2021, title={ReconOS64: High-Performance Embedded Computing for Industrial Analytics on a Reconfigurable System-on-Chip}, DOI={10.1145/3468044.3468056}, booktitle={Proceedings of the 11th International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies}, publisher={ACM}, author={Clausing, Lennart}, year={2021} }
LibreCat
| DOI
2021 | Conference Paper | LibreCat-ID: 30908
@inproceedings{Ghasemzadeh Mohammadi_Jentzsch_Kuschel_Arshad_Rautmare_Manjunatha_Platzner_Boschmann_Schollbach_2021, title={FLight: FPGA Acceleration of Lightweight DNN Model Inference in Industrial Analytics}, DOI={https://doi.org/10.1007/978-3-030-93736-2_27}, booktitle={ Machine Learning and Principles and Practice of Knowledge Discovery in Databases}, publisher={Springer}, author={Ghasemzadeh Mohammadi, Hassan and Jentzsch, Felix and Kuschel, Maurice and Arshad, Rahil and Rautmare, Sneha and Manjunatha, Suraj and Platzner, Marco and Boschmann, Alexander and Schollbach, Dirk }, year={2021} }
LibreCat
| DOI
2020 | Conference Paper | LibreCat-ID: 3583
@inproceedings{ Guetttatfi_Kaufmann_Platzner_2020, title={Optimal and Greedy Heuristic Approaches for Scheduling and Mapping of Hardware Tasks to Reconfigurable Computing Devices}, booktitle={Proceedings of the International Workshop on Applied Reconfigurable Computing (ARC)}, author={ Guetttatfi, Zakarya and Kaufmann, Paul and Platzner, Marco}, year={2020} }
LibreCat
2020 | Mastersthesis | LibreCat-ID: 21324
@book{Chandrakar_2020, title={Comparison of Feature Selection Techniques to Improve Approximate Circuit Synthesis}, author={Chandrakar, Khushboo}, year={2020} }
LibreCat
2020 | Bachelorsthesis | LibreCat-ID: 21432
@book{Henke_2020, title={Evaluation of a ReconOS-ROS Combination based on a Video Processing Application}, author={Henke, Luca-Sebastian}, year={2020} }
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2020 | Conference Paper | LibreCat-ID: 21584
@inproceedings{Gatica_Platzner_2020, place={Berlin, Heidelberg}, title={Adaptable Realization of Industrial Analytics Functions on Edge-Devices using Reconfigurable Architectures}, DOI={10.1007/978-3-662-59084-3_9}, booktitle={Machine Learning for Cyber Physical Systems (ML4CPS 2017)}, author={Gatica, Carlos Paiz and Platzner, Marco}, year={2020} }
LibreCat
| DOI
2020 | Journal Article | LibreCat-ID: 17358
@article{Witschen_Wiersema_Platzner_2020, title={Proof-carrying Approximate Circuits}, volume={28}, DOI={10.1109/TVLSI.2020.3008061}, number={9}, journal={IEEE Transactions On Very Large Scale Integration Systems}, publisher={IEEE}, author={Witschen, Linus Matthias and Wiersema, Tobias and Platzner, Marco}, year={2020}, pages={2084–2088} }
LibreCat
| DOI
2020 | Journal Article | LibreCat-ID: 17369
@article{Ho_Kaufmann_Platzner_2020, title={Evolution of Application-Specific Cache Mappings}, journal={International Journal of Hybrid intelligent Systems}, publisher={IOS Press}, author={Ho, Nam and Kaufmann, Paul and Platzner, Marco}, year={2020} }
LibreCat
2020 | Preprint | LibreCat-ID: 20748
@article{Witschen_Wiersema_Platzner, title={Search Space Characterization for AxC Synthesis}, journal={Fifth Workshop on Approximate Computing (AxC 2020)}, author={Witschen, Linus Matthias and Wiersema, Tobias and Platzner, Marco} }
LibreCat
| Files available
2020 | Conference Paper | LibreCat-ID: 20750
@inproceedings{Lienen_Platzner_Rinner_2020, title={ReconROS: Flexible Hardware Acceleration for ROS2 Applications}, booktitle={Proceedings of the 2020 International Conference on Field-Programmable Technology (FPT)}, author={Lienen, Christian and Platzner, Marco and Rinner, Bernhard}, year={2020} }
LibreCat
2020 | Bachelorsthesis | LibreCat-ID: 20820
@book{Thiele_2020, title={Implementing Machine Learning Functions as PYNQ FPGA Overlays}, author={Thiele, Simon}, year={2020} }
LibreCat
2020 | Mastersthesis | LibreCat-ID: 20821
@book{Jaganath_2020, title={Extension and Evaluation of Python-based High-Level Synthesis Tool Flows}, author={Jaganath, Vivek}, year={2020} }
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2020 | Conference Paper | LibreCat-ID: 17063
@inproceedings{Hansmeier_Kaufmann_Platzner_2020, place={New York, NY, United States}, title={An Adaption Mechanism for the Error Threshold of XCSF}, DOI={10.1145/3377929.3398106}, booktitle={GECCO ’20: Proceedings of the Genetic and Evolutionary Computation Conference Companion}, publisher={Association for Computing Machinery (ACM)}, author={Hansmeier, Tim and Kaufmann, Paul and Platzner, Marco}, year={2020}, pages={1756–1764} }
LibreCat
| DOI
2020 | Journal Article | LibreCat-ID: 17092
@article{Anwer_Meisner_Platzner_2020, title={Dynamic Reliability Management for FPGA-Based Systems}, DOI={10.1155/2020/2808710}, journal={International Journal of Reconfigurable Computing}, author={Anwer, Jahanzeb and Meisner, Sebastian and Platzner, Marco}, year={2020}, pages={1–19} }
LibreCat
| DOI
2020 | Journal Article | LibreCat-ID: 15836
@article{Bellman_Dutt_Esterle_Herkersdorf_Jantsch_Landauer_R. Lewis_Platzner_TaheriNejad_Tammemäe_2020, title={Self-aware Cyber-Physical Systems}, volume={Accepted for Publication}, journal={ACM Transactions on Cyber-Physical Systems}, author={Bellman, K. and Dutt, N. and Esterle, L. and Herkersdorf, A. and Jantsch, A. and Landauer, C. and R. Lewis, P. and Platzner, Marco and TaheriNejad, N. and Tammemäe, K.}, year={2020}, pages={1–24} }
LibreCat
2020 | Conference Paper | LibreCat-ID: 16213
@inproceedings{Awais_Ghasemzadeh Mohammadi_Platzner_2020, title={A Hybrid Synthesis Methodology for Approximate Circuits}, DOI={10.1145/3386263.3406952}, booktitle={Proceedings of the 30th ACM Great Lakes Symposium on VLSI (GLSVLSI) 2020}, publisher={ACM}, author={Awais, Muhammad and Ghasemzadeh Mohammadi, Hassan and Platzner, Marco}, year={2020}, pages={421–426} }
LibreCat
| DOI
2020 | Conference Paper | LibreCat-ID: 16363
@inproceedings{Hansmeier_Kaufmann_Platzner_2020, place={New York, NY, United States}, title={Enabling XCSF to Cope with Dynamic Environments via an Adaptive Error Threshold}, DOI={10.1145/3377929.3389968}, booktitle={GECCO ’20: Proceedings of the Genetic and Evolutionary Computation Conference Companion}, publisher={Association for Computing Machinery (ACM)}, author={Hansmeier, Tim and Kaufmann, Paul and Platzner, Marco}, year={2020}, pages={125–126} }
LibreCat
| DOI
2020 | Conference Paper | LibreCat-ID: 20838
@inproceedings{Lösch_Platzner_2020, title={MigHEFT: DAG-based Scheduling of Migratable Tasks on Heterogeneous Compute Nodes}, DOI={10.1109/ipdpsw50202.2020.00012}, booktitle={2020 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)}, author={Lösch, Achim and Platzner, Marco}, year={2020} }
LibreCat
| DOI
2020 | Mastersthesis | LibreCat-ID: 21433
@book{Jentzsch_2020, title={Design and Implementation of a ReconOS-based TensorFlow Lite Delegate Architecture}, author={Jentzsch, Felix P.}, year={2020} }
LibreCat
2019 | Journal Article | LibreCat-ID: 3585
@article{Witschen_Wiersema_Ghasemzadeh Mohammadi_Awais_Platzner_2019, title={CIRCA: Towards a Modular and Extensible Framework for Approximate Circuit Generation}, volume={99}, DOI={10.1016/j.microrel.2019.04.003}, journal={Microelectronics Reliability}, publisher={Elsevier}, author={Witschen, Linus Matthias and Wiersema, Tobias and Ghasemzadeh Mohammadi, Hassan and Awais, Muhammad and Platzner, Marco}, year={2019}, pages={277–290} }
LibreCat
| DOI
2019 | Preprint | LibreCat-ID: 16853
@article{Witschen_Ghasemzadeh Mohammadi_Artmann_Platzner, title={Jump Search: A Fast Technique for the Synthesis of Approximate Circuits}, journal={Fourth Workshop on Approximate Computing (AxC 2019)}, author={Witschen, Linus Matthias and Ghasemzadeh Mohammadi, Hassan and Artmann, Matthias and Platzner, Marco} }
LibreCat
| Files available
2019 | Conference Paper | LibreCat-ID: 10577
@inproceedings{Witschen_Ghasemzadeh Mohammadi_Artmann_Platzner_2019, place={New York, NY, USA}, title={Jump Search: A Fast Technique for the Synthesis of Approximate Circuits}, DOI={10.1145/3299874.3317998}, booktitle={Proceedings of the 2019 on Great Lakes Symposium on VLSI - GLSVLSI ’19}, publisher={ACM}, author={Witschen, Linus Matthias and Ghasemzadeh Mohammadi, Hassan and Artmann, Matthias and Platzner, Marco}, year={2019} }
LibreCat
| DOI
2019 | Journal Article | LibreCat-ID: 11950
@article{Boschmann_Agne_Thombansen_Witschen_Kraus_Platzner_2019, title={Zynq-based acceleration of robust high density myoelectric signal processing}, volume={123}, DOI={10.1016/j.jpdc.2018.07.004}, journal={Journal of Parallel and Distributed Computing}, publisher={Elsevier}, author={Boschmann, Alexander and Agne, Andreas and Thombansen, Georg and Witschen, Linus Matthias and Kraus, Florian and Platzner, Marco}, year={2019}, pages={77–89} }
LibreCat
| DOI
2019 | Journal Article | LibreCat-ID: 12967
@article{Hansmeier_Platzner_Pantho_Andrews_2019, title={An Accelerator for Resolution Proof Checking based on FPGA and Hybrid Memory Cube Technology}, volume={91}, DOI={10.1007/s11265-018-1435-y}, number={11}, journal={Journal of Signal Processing Systems}, author={Hansmeier, Tim and Platzner, Marco and Pantho, Md Jubaer Hossain and Andrews, David}, year={2019}, pages={1259–1272} }
LibreCat
| DOI
2019 | Conference Paper | LibreCat-ID: 15422
@inproceedings{Ho_Kaufmann_Platzner_2019, series={Advances in Nature and Biologically Inspired Computing}, title={Optimization of Application-specific L1 Cache Translation Functions of the LEON3 Processor}, booktitle={World Congress on Nature and Biologically Inspired Computing (NaBIC)}, publisher={Springer}, author={Ho, Nam and Kaufmann, Paul and Platzner, Marco}, year={2019}, collection={Advances in Nature and Biologically Inspired Computing} }
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