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225 Publications
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2023 | Conference Paper | LibreCat-ID: 53435
@inproceedings{Jentzsch_2023, title={Hardware-Aware AutoML for Exploration of Custom FPGA Accelerators for RadioML}, DOI={10.1109/fpl60245.2023.00066}, booktitle={2023 33rd International Conference on Field-Programmable Logic and Applications (FPL)}, publisher={IEEE}, author={Jentzsch, Felix}, year={2023} }
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2023 | Conference Paper | LibreCat-ID: 45913
@inproceedings{Clausing_Guetattfi_Kaufmann_Lienen_Platzner_2023, title={On Guaranteeing Schedulability of Periodic Real-time Hardware Tasks under ReconOS64}, booktitle={Proceedings of the 19th International Symposium on Applied Reconfigurable Computing (ARC)}, author={Clausing, Lennart and Guetattfi, Zakarya and Kaufmann, Paul and Lienen, Christian and Platzner, Marco}, year={2023} }
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2023 | Preprint | LibreCat-ID: 46229
@article{Lienen_Nowosad_Platzner, title={Mapping and Optimizing Communication in ROS 2-based Applications on Configurable System-on-Chip Platforms}, author={Lienen, Christian and Nowosad, Alexander Philipp and Platzner, Marco} }
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2023 | Conference Paper | LibreCat-ID: 44194 | 
@inproceedings{Ahmed_Awais_Platzner_2023, title={MAAS: Hiding Trojans in Approximate Circuits}, booktitle={The 24th International Symposium on Quality Electronic Design (ISQED’23), San Francisco, Califorina USA}, author={Ahmed, Qazi Arbab and Awais, Muhammad and Platzner, Marco}, year={2023} }
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2023 | Preprint | LibreCat-ID: 43048
@article{Lienen_Middeke_Platzner_2023, title={fpgaDDS: An Intra-FPGA Data Distribution Service for ROS 2 Robotics Applications}, author={Lienen, Christian and Middeke, Sorel Horst and Platzner, Marco}, year={2023} }
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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} }
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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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2022 | Conference Paper | LibreCat-ID: 33253
@inproceedings{Hansmeier_Brede_Platzner_2022, place={New York, NY, United States}, title={XCS on Embedded Systems: An Analysis of Execution Profiles and Accelerated Classifier Deletion}, DOI={10.1145/3520304.3533977}, booktitle={GECCO ’22: Proceedings of the Genetic and Evolutionary Computation Conference Companion}, publisher={Association for Computing Machinery (ACM)}, author={Hansmeier, Tim and Brede, Mathis and Platzner, Marco}, year={2022}, pages={2071–2079} }
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2022 | Conference Paper | LibreCat-ID: 32855
@inproceedings{Clausing_Platzner_2022, title={ReconOS64: A Hardware Operating System for Modern Platform FPGAs with 64-Bit Support}, DOI={10.1109/ipdpsw55747.2022.00029}, booktitle={2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)}, publisher={IEEE}, author={Clausing, Lennart and Platzner, Marco}, year={2022}, pages={120–127} }
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2022 | Conference Paper | LibreCat-ID: 34007
@inproceedings{Lienen_Platzner, title={Task Mapping for Hardware-Accelerated Robotics Applications using ReconROS}, author={Lienen, Christian and Platzner, Marco} }
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2022 | Conference Paper | LibreCat-ID: 30971
@inproceedings{Hansmeier_Platzner_2022, series={Lecture Notes in Computer Science}, title={Integrating Safety Guarantees into the Learning Classifier System XCS}, volume={13224}, DOI={10.1007/978-3-031-02462-7_25}, booktitle={Applications of Evolutionary Computation, EvoApplications 2022, Proceedings}, publisher={Springer International Publishing}, author={Hansmeier, Tim and Platzner, Marco}, year={2022}, pages={386–401}, collection={Lecture Notes in Computer Science} }
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2022 | Conference Paper | LibreCat-ID: 29865
@inproceedings{Witschen_Wiersema_Artmann_Platzner, title={MUSCAT: MUS-based Circuit Approximation Technique}, booktitle={Design, Automation and Test in Europe (DATE)}, author={Witschen, Linus Matthias and Wiersema, Tobias and Artmann, Matthias and Platzner, Marco} }
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2022 | Conference Paper | LibreCat-ID: 29945
@inproceedings{Witschen_Wiersema_Reuter_Platzner, title={Search Space Characterization for Approximate Logic Synthesis }, booktitle={2022 59th ACM/IEEE Design Automation Conference (DAC)}, author={Witschen, Linus Matthias and Wiersema, Tobias and Reuter, Lucas David and Platzner, Marco} }
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2022 | Preprint | LibreCat-ID: 29541
@article{Lienen_Platzner_2022, title={ReconROS Executor: Event-Driven Programming of FPGA-accelerated ROS 2 Applications}, author={Lienen, Christian and Platzner, Marco}, year={2022} }
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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} }
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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} }
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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: 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} }
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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} }
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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} }
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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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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: 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} }
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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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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} }
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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} }
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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} }
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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} }
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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} }
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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} }
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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} }
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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} }
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2019 | Conference Paper | LibreCat-ID: 9913 |
@inproceedings{Ahmed_Wiersema_Platzner_2019, place={Cham}, series={Lecture Notes in Computer Science}, title={Proof-Carrying Hardware Versus the Stealthy Malicious LUT Hardware Trojan}, volume={11444}, DOI={10.1007/978-3-030-17227-5_10}, booktitle={Applied Reconfigurable Computing}, publisher={Springer International Publishing}, author={Ahmed, Qazi Arbab and Wiersema, Tobias and Platzner, Marco}, editor={Hochberger, Christian and Nelson, Brent and Koch, Andreas and Woods, Roger and Diniz, Pedro}, year={2019}, pages={127–136}, collection={Lecture Notes in Computer Science} }
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2019 | Conference Paper | LibreCat-ID: 31067
@inproceedings{Guettatfi_Platzner_Kermia_Khouas_2019, title={An Approach for Mapping Periodic Real-Time Tasks to Reconfigurable Hardware}, DOI={10.1109/ipdpsw.2019.00027}, booktitle={2019 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)}, publisher={IEEE}, author={Guettatfi, Zakarya and Platzner, Marco and Kermia, Omar and Khouas, Abdelhakim}, year={2019} }
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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} }
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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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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} }
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2018 | Conference Paper | LibreCat-ID: 5547
@inproceedings{Lösch_Platzner_2018, title={A Highly Accurate Energy Model for Task Execution on Heterogeneous Compute Nodes}, DOI={10.1109/asap.2018.8445098}, booktitle={2018 IEEE 29th International Conference on Application-specific Systems, Architectures and Processors (ASAP)}, publisher={IEEE}, author={Lösch, Achim and Platzner, Marco}, year={2018} }
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2018 | Preprint | LibreCat-ID: 3586
@article{Witschen_Wiersema_Ghasemzadeh Mohammadi_Awais_Platzner, title={CIRCA: Towards a Modular and Extensible Framework for Approximate Circuit Generation}, journal={Third Workshop on Approximate Computing (AxC 2018)}, author={Witschen, Linus Matthias and Wiersema, Tobias and Ghasemzadeh Mohammadi, Hassan and Awais, Muhammad and Platzner, Marco} }
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2018 | Conference Paper | LibreCat-ID: 3362
@inproceedings{Lösch_Wiens_Platzner_2018, place={Cham}, series={Lecture Notes in Computer Science}, title={Ampehre: An Open Source Measurement Framework for Heterogeneous Compute Nodes}, volume={10793}, DOI={10.1007/978-3-319-77610-1_6}, booktitle={Proceedings of the International Conference on Architecture of Computing Systems (ARCS)}, publisher={Springer International Publishing}, author={Lösch, Achim and Wiens, Alex and Platzner, Marco}, year={2018}, pages={73–84}, collection={Lecture Notes in Computer Science} }
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2018 | Conference Paper | LibreCat-ID: 3373
@inproceedings{Hansmeier_Platzner_Andrews_2018, series={Lecture Notes in Computer Science}, title={An FPGA/HMC-Based Accelerator for Resolution Proof Checking}, volume={10824}, DOI={10.1007/978-3-319-78890-6_13}, booktitle={ARC 2018: Applied Reconfigurable Computing. Architectures, Tools, and Applications}, publisher={Springer International Publishing}, author={Hansmeier, Tim and Platzner, Marco and Andrews, David}, year={2018}, pages={153–165}, collection={Lecture Notes in Computer Science} }
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2018 | Preprint | LibreCat-ID: 1165
@article{Witschen_Wiersema_Platzner_2018, title={Making the Case for Proof-carrying Approximate Circuits}, journal={4th Workshop On Approximate Computing (WAPCO 2018)}, author={Witschen, Linus Matthias and Wiersema, Tobias and Platzner, Marco}, year={2018} }
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2018 | Conference Paper | LibreCat-ID: 10598
@inproceedings{Awais_Ghasemzadeh Mohammadi_Platzner_2018, title={An MCTS-based Framework for Synthesis of Approximate Circuits}, DOI={10.1109/VLSI-SoC.2018.8645026}, booktitle={26th IFIP/IEEE International Conference on Very Large Scale Integration (VLSI-SoC)}, author={Awais, Muhammad and Ghasemzadeh Mohammadi, Hassan and Platzner, Marco}, year={2018}, pages={219–224} }
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2017 | Conference Paper | LibreCat-ID: 65
@inproceedings{Lösch_Platzner_2017, title={reMinMin: A Novel Static Energy-Centric List Scheduling Approach Based on Real Measurements}, DOI={10.1109/ASAP.2017.7995272}, booktitle={Proceedings of the 28th Annual IEEE International Conference on Application-specific Systems, Architectures and Processors (ASAP)}, author={Lösch, Achim and Platzner, Marco}, year={2017} }
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2017 | Conference Paper | LibreCat-ID: 14893
@inproceedings{Ghribi_Abdallah_Khalgui_Platzner_2017, place={Cham}, title={I-Codesign: A Codesign Methodology for Reconfigurable Embedded Systems}, DOI={10.1007/978-3-319-62569-0_8}, booktitle={Communications in Computer and Information Science}, publisher={Springer }, author={Ghribi, Ines and Abdallah, Riadh Ben and Khalgui, Mohamed and Platzner, Marco}, year={2017} }
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2017 | Conference Paper | LibreCat-ID: 10760
@inproceedings{Kaufmann_Kalkreuth_2017, title={Parametrizing Cartesian Genetic Programming: An Empirical Study}, DOI={10.1007/978-3-319-67190-1_26}, booktitle={KI 2017: Advances in Artificial Intelligence: 40th Annual German Conference on AI}, publisher={Springer International Publishing}, author={Kaufmann, Paul and Kalkreuth, Roman}, year={2017} }
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2017 | Conference Paper | LibreCat-ID: 10761
@inproceedings{Kaufmann_Ho_Platzner_2017, title={Evaluation Methodology for Complex Non-deterministic Functions: A Case Study in Metaheuristic Optimization of Caches}, DOI={10.1109/AHS.2017.8046380}, booktitle={Adaptive Hardware and Systems (AHS)}, publisher={IEEE}, author={Kaufmann, Paul and Ho, Nam and Platzner, Marco}, year={2017} }
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2017 | Conference Paper | LibreCat-ID: 10762
@inproceedings{Kaufmann_Kalkreuth_2017, title={An Empirical Study on the Parametrization of Cartesian Genetic Programming}, DOI={10.1145/3067695.3075980}, booktitle={Genetic and Evolutionary Computation (GECCO), Compendium}, publisher={ACM}, author={Kaufmann, Paul and Kalkreuth, Roman}, year={2017} }
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2017 | Conference Paper | LibreCat-ID: 10780
@inproceedings{Guettatfi_Hübner_Platzner_Rinner_2017, title={Computational self-awareness as design approach for visual sensor nodes}, DOI={10.1109/ReCoSoC.2017.8016147}, booktitle={12th International Symposium on Reconfigurable Communication-centric Systems-on-Chip (ReCoSoC)}, author={Guettatfi, Zakarya and Hübner, Philipp and Platzner, Marco and Rinner, Bernhard}, year={2017}, pages={1–8} }
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2017 | Conference Paper | LibreCat-ID: 10630
@inproceedings{Boschmann_Thombansen_Witschen_Wiens_Platzner_2017, title={A Zynq-based dynamically reconfigurable high density myoelectric prosthesis controller}, DOI={10.23919/DATE.2017.7927137}, booktitle={Design, Automation and Test in Europe (DATE)}, author={Boschmann, Alexander and Thombansen, Georg and Witschen, Linus Matthias and Wiens, Alex and Platzner, Marco}, year={2017} }
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