@inproceedingsAwais_Ghasemzadeh Mohammadi_Platzner_2024, title=DeepApprox: Rapid Deep Learning based Design Space Exploration of Approximate Circuits via Check-pointing, booktitle=To apear in IEEE ISVLSI 2024, author=Awais, Muhammad and Ghasemzadeh Mohammadi, Hassan and Platzner, Marco, year=2024 

@inproceedingsAhmed_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 

@inproceedingsLienen_Brede_Karger_Koch_Logan_Mazur_Nowosad_Schnelle_Waizy_Platzner_2023, title=AutonomROS: A ReconROS-based Autonomous Driving Unit, DOI=10.1109/irc59093.2023.00056, booktitle=2023 Seventh IEEE International Conference on Robotic Computing (IRC), publisher=IEEE, author=Lienen, Christian and Brede, Mathis and Karger, Daniel and Koch, Kevin and Logan, Dalisha and Mazur, Janet and Nowosad, Alexander Philipp and Schnelle, Alexander and Waizy, Mohness and Platzner, Marco, year=2023 

@inproceedingsClausing_Guetattfi_Kaufmann_Lienen_Platzner_2023, title=On Guaranteeing Schedulability of Periodic Real-time Hardware Tasks under ReconO, DOI=https://doi.org/10.1007/978-3-031-42921-7_17, 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 

@inproceedingsLienen_Nowosad_Platzner, title=Mapping and Optimizing Communication in ROS 2-based Applications on Configurable System-on-Chip Platforms, DOI=https://doi.org/10.1145/3637843.3637846, booktitle=Proceedings of the 2023 9th International Conference on Robotics and Artificial Intelligence (ICRAI), author=Lienen, Christian and Nowosad, Alexander Philipp and Platzner, Marco 

@inproceedingsLienen_Middeke_Platzner_2023, title=fpgaDDS: An Intra-FPGA Data Distribution Service for ROS 2 Robotics Applications, DOI=10.1109/IROS55552.2023.10341921, booktitle= Proceedings of the 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), author=Lienen, Christian and Middeke, Sorel Horst and Platzner, Marco, year=2023 

@inproceedingsJentzsch_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 

@inproceedingsWitschen_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 

@inproceedingsWitschen_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 

@inproceedingsHansmeier_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 

@inproceedingsClausing_Platzner_2022, title=ReconO: 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 

@inproceedingsHansmeier_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 

@articleLienen_Platzner_2022, title=ReconROS Executor: Event-Driven Programming of FPGA-accelerated ROS 2 Applications, author=Lienen, Christian and Platzner, Marco, year=2022 

@inproceedingsLienen_Platzner, title=Task Mapping for Hardware-Accelerated Robotics Applications using ReconROS, author=Lienen, Christian and Platzner, Marco 

@inproceedingsLienen_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 

@inproceedingsAhmed_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 

@inproceedingsAwais_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 

@inproceedingsAwais_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 

@inproceedingsWitschen_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 

@inproceedingsHansmeier_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 

@articleLienen_Platzner_2021, title=Design of Distributed Reconfigurable Robotics Systems with ReconROS, journal=arXiv:2107.07208, author=Lienen, Christian and Platzner, Marco, year=2021 

@inproceedingsHansmeier_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 

@inproceedingsAhmed_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 

@inproceedingsAhmed_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 

@inproceedingsClausing_2021, title=ReconO: 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 

@inproceedingsGhasemzadeh 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, Rahilhttps://doi.org/10.1007/978-3-030-93736-2_27__and Rautmare, Sneha and Manjunatha, Suraj and Platzner, Marco and Boschmann, Alexander and Schollbach, Dirk , year=2021 

@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 

@inproceedingsGatica_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 

@articleWitschen_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 

@inproceedingsLienen_Platzner_Rinner_2020, title=ReconROS: Flexible Hardware Acceleration for RO Applications, booktitle=Proceedings of the 2020 International Conference on Field-Programmable Technology (FPT), author=Lienen, Christian and Platzner, Marco and Rinner, Bernhard, year=2020 

@inproceedingsHansmeier_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 

@inproceedingsAwais_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 

@inproceedingsHansmeier_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 

@inproceedingsLösch_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 

@inproceedingsLösch_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, pages=6–16 

@articleWitschen_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 

@inproceedingsWitschen_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 

@inproceedingsHo_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 

@inproceedingsGuettatfi_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 

@inproceedingsAhmed_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 

@inproceedingsLösch_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 

@inproceedingsHansmeier_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 

@articleWitschen_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 

@articleWitschen_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 

@inproceedingsLösch_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 

@inproceedingsAwais_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 

@inproceedingsLösch_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 

@inproceedingsBoschmann_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 

@inproceedingsHo_Ashraf_Kaufmann_Platzner_2017, title=Accurate Private/Shared Classification of Memory Accesses: a Run-time Analysis System for the LEON3 Multi-core Processor, DOI=10.23919/DATE.2017.7927096, booktitle=Proc. Design, Automation and Test in Europe Conf. (DATE), author=Ho, Nam and Ashraf, Ishraq Ibne and Kaufmann, Paul and Platzner, Marco, year=2017 

@inproceedingsHo_Kaufmann_Platzner_2017, title=Evolvable caches: Optimization of reconfigurable cache mappings for a LEON3/Linux-based multi-core processor, DOI=10.1109/FPT.2017.8280144, booktitle=2017 International Conference on Field Programmable Technology (ICFPT), author=Ho, Nam and Kaufmann, Paul and Platzner, Marco, year=2017, pages=215–218