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422 Publications
2023 | Preprint | LibreCat-ID: 43048
fpgaDDS: An Intra-FPGA Data Distribution Service for ROS 2 Robotics Applications
C. Lienen, S.H. Middeke, M. Platzner, (2023).
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C. Lienen, S.H. Middeke, M. Platzner, (2023).
2023 | Conference Paper | LibreCat-ID: 44194 | 
MAAS: Hiding Trojans in Approximate Circuits
Q.A. Ahmed, M. Awais, M. Platzner, in: The 24th International Symposium on Quality Electronic Design (ISQED’23), San Francisco, Califorina USA, 2023.
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Q.A. Ahmed, M. Awais, M. Platzner, in: The 24th International Symposium on Quality Electronic Design (ISQED’23), San Francisco, Califorina USA, 2023.
2023 | Bachelorsthesis | LibreCat-ID: 45762
Effizienzanalyse leichtgewichtiger Neuronaler Netze für FPGA-basierte Modulationsklassifikation
F. Simon-Mertens, Effizienzanalyse Leichtgewichtiger Neuronaler Netze Für FPGA-Basierte Modulationsklassifikation, 2023.
LibreCat
F. Simon-Mertens, Effizienzanalyse Leichtgewichtiger Neuronaler Netze Für FPGA-Basierte Modulationsklassifikation, 2023.
2023 | Mastersthesis | LibreCat-ID: 45917
Reconfigurable Random Forest Implementation on FPGA
M. Raeisi Nafchi, Reconfigurable Random Forest Implementation on FPGA, Paderborn University, 2023.
LibreCat
M. Raeisi Nafchi, Reconfigurable Random Forest Implementation on FPGA, Paderborn University, 2023.
2023 | Mastersthesis | LibreCat-ID: 45916
Data Analytics for Predictive Maintenance of Time Series Data
N. Yadalam Murali Kumar, Data Analytics for Predictive Maintenance of Time Series Data, Paderborn University, 2023.
LibreCat
N. Yadalam Murali Kumar, Data Analytics for Predictive Maintenance of Time Series Data, Paderborn University, 2023.
2023 | Mastersthesis | LibreCat-ID: 46075
Reconfigurable Random Forest Implementation on FPGA
M. Raeisi Nafchi, Reconfigurable Random Forest Implementation on FPGA, 2023.
LibreCat
M. Raeisi Nafchi, Reconfigurable Random Forest Implementation on FPGA, 2023.
2023 | Preprint | LibreCat-ID: 46229
Mapping and Optimizing Communication in ROS 2-based Applications on Configurable System-on-Chip Platforms
C. Lienen, A.P. Nowosad, M. Platzner, (n.d.).
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C. Lienen, A.P. Nowosad, M. Platzner, (n.d.).
2023 | Conference Paper | LibreCat-ID: 45913
On Guaranteeing Schedulability of Periodic Real-time Hardware Tasks under ReconOS64
L. Clausing, Z. Guetattfi, P. Kaufmann, C. Lienen, M. Platzner, in: Proceedings of the 19th International Symposium on Applied Reconfigurable Computing (ARC), 2023.
LibreCat
L. Clausing, Z. Guetattfi, P. Kaufmann, C. Lienen, M. Platzner, in: Proceedings of the 19th International Symposium on Applied Reconfigurable Computing (ARC), 2023.
2022 | Conference Paper | LibreCat-ID: 29945
Search Space Characterization for Approximate Logic Synthesis
L.M. Witschen, T. Wiersema, L.D. Reuter, M. Platzner, in: 2022 59th ACM/IEEE Design Automation Conference (DAC), n.d.
LibreCat
L.M. Witschen, T. Wiersema, L.D. Reuter, M. Platzner, in: 2022 59th ACM/IEEE Design Automation Conference (DAC), n.d.
2022 | Conference Paper | LibreCat-ID: 29865
MUSCAT: MUS-based Circuit Approximation Technique
L.M. Witschen, T. Wiersema, M. Artmann, M. Platzner, in: Design, Automation and Test in Europe (DATE), n.d.
LibreCat
L.M. Witschen, T. Wiersema, M. Artmann, M. Platzner, in: Design, Automation and Test in Europe (DATE), n.d.
2022 | Conference Paper | LibreCat-ID: 30971
Integrating Safety Guarantees into the Learning Classifier System XCS
T. Hansmeier, M. Platzner, in: Applications of Evolutionary Computation, EvoApplications 2022, Proceedings, Springer International Publishing, 2022, pp. 386–401.
LibreCat
| DOI
T. Hansmeier, M. Platzner, in: Applications of Evolutionary Computation, EvoApplications 2022, Proceedings, Springer International Publishing, 2022, pp. 386–401.
2022 | Conference Paper | LibreCat-ID: 32855
ReconOS64: A Hardware Operating System for Modern Platform FPGAs with 64-Bit Support
L. Clausing, M. Platzner, in: 2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), IEEE, 2022, pp. 120–127.
LibreCat
| DOI
L. Clausing, M. Platzner, in: 2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), IEEE, 2022, pp. 120–127.
2022 | Conference Paper | LibreCat-ID: 33253
XCS on Embedded Systems: An Analysis of Execution Profiles and Accelerated Classifier Deletion
T. Hansmeier, M. Brede, M. Platzner, in: GECCO ’22: Proceedings of the Genetic and Evolutionary Computation Conference Companion, Association for Computing Machinery (ACM), New York, NY, United States, 2022, pp. 2071–2079.
LibreCat
| DOI
T. Hansmeier, M. Brede, M. Platzner, in: GECCO ’22: Proceedings of the Genetic and Evolutionary Computation Conference Companion, Association for Computing Machinery (ACM), New York, NY, United States, 2022, pp. 2071–2079.
2022 | Dissertation | LibreCat-ID: 29769 |
Hardware Trojans in Reconfigurable Computing
Q.A. Ahmed, Hardware Trojans in Reconfigurable Computing, Paderborn University, Paderborn, Germany, Paderborn, 2022.
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Q.A. Ahmed, Hardware Trojans in Reconfigurable Computing, Paderborn University, Paderborn, Germany, Paderborn, 2022.
2022 | Preprint | LibreCat-ID: 29541
ReconROS Executor: Event-Driven Programming of FPGA-accelerated ROS 2 Applications
C. Lienen, M. Platzner, (2022).
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C. Lienen, M. Platzner, (2022).
2022 | Conference Paper | LibreCat-ID: 34007
Task Mapping for Hardware-Accelerated Robotics Applications using ReconROS
C. Lienen, M. Platzner, in: n.d.
LibreCat
C. Lienen, M. Platzner, in: n.d.
2022 | Conference Paper | LibreCat-ID: 34005
Event-Driven Programming of FPGA-accelerated ROS 2 Robotics Applications
C. Lienen, M. Platzner, in: 2022 25th Euromicro Conference on Digital System Design (DSD), n.d.
LibreCat
| DOI
C. Lienen, M. Platzner, in: 2022 25th Euromicro Conference on Digital System Design (DSD), n.d.
2022 | Dissertation | LibreCat-ID: 34041
Frameworks and Methodologies for Search-based Approximate Logic Synthesis
L.M. Witschen, Frameworks and Methodologies for Search-Based Approximate Logic Synthesis, 2022.
LibreCat
| DOI
L.M. Witschen, Frameworks and Methodologies for Search-Based Approximate Logic Synthesis, 2022.
2022 | Conference Paper | LibreCat-ID: 32342
On the Detection and Circumvention of Bitstream-Level Trojans in FPGAs
Q.A. Ahmed, M. Platzner, in: IEEE Computer Society Annual Symposium on VLSI (ISVLSI,2022), Pafos, Cyprus, 2022.
LibreCat
Q.A. Ahmed, M. Platzner, in: IEEE Computer Society Annual Symposium on VLSI (ISVLSI,2022), Pafos, Cyprus, 2022.
2022 | Bachelorsthesis | LibreCat-ID: 42839
An Evaluation of XCS on the OpenAI Gym
F. Mehlich, An Evaluation of XCS on the OpenAI Gym, Paderborn University, Paderborn, 2022.
LibreCat
F. Mehlich, An Evaluation of XCS on the OpenAI Gym, Paderborn University, Paderborn, 2022.
2022 | Journal Article | LibreCat-ID: 33990
RadioML Meets FINN: Enabling Future RF Applications With FPGA Streaming Architectures
F. Jentzsch, Y. Umuroglu, A. Pappalardo, M. Blott, M. Platzner, IEEE Micro 42 (2022) 125–133.
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F. Jentzsch, Y. Umuroglu, A. Pappalardo, M. Blott, M. Platzner, IEEE Micro 42 (2022) 125–133.
2022 | Mastersthesis | LibreCat-ID: 45715
FreeRTOS on a MicroBlaze Soft-Core Processor with Hardware Accelerators
V.I. Tcheussi Ngayap, FreeRTOS on a MicroBlaze Soft-Core Processor with Hardware Accelerators, 2022.
LibreCat
V.I. Tcheussi Ngayap, FreeRTOS on a MicroBlaze Soft-Core Processor with Hardware Accelerators, 2022.
2022 | Mastersthesis | LibreCat-ID: 45914
Dealing With Pre-Processing And Feature Extraction Of Time-Series Data In Predictive Maintenance
S. Manjunatha, Dealing With Pre-Processing And Feature Extraction Of Time-Series Data In Predictive Maintenance, Paderborn University , 2022.
LibreCat
S. Manjunatha, Dealing With Pre-Processing And Feature Extraction Of Time-Series Data In Predictive Maintenance, Paderborn University , 2022.
2022 | Mastersthesis | LibreCat-ID: 45915
Analysis of Time-Series Classification in Conditional Monitoring Systems
P. Kaur , Analysis of Time-Series Classification in Conditional Monitoring Systems, Paderborn University , 2022.
LibreCat
P. Kaur , Analysis of Time-Series Classification in Conditional Monitoring Systems, Paderborn University , 2022.
2021 | Dissertation | LibreCat-ID: 26746 |
Guaranteeing Properties of Reconfigurable Hardware Circuits with Proof-Carrying Hardware
T. Wiersema, Guaranteeing Properties of Reconfigurable Hardware Circuits with Proof-Carrying Hardware, Paderborn University, Paderborn, 2021.
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T. Wiersema, Guaranteeing Properties of Reconfigurable Hardware Circuits with Proof-Carrying Hardware, Paderborn University, Paderborn, 2021.
2021 | Journal Article | LibreCat-ID: 29150
Design of Distributed Reconfigurable Robotics Systems with ReconROS
C. Lienen, M. Platzner, ACM Transactions on Reconfigurable Technology and Systems (2021) 1–20.
LibreCat
| DOI
C. Lienen, M. Platzner, ACM Transactions on Reconfigurable Technology and Systems (2021) 1–20.
2021 | Mastersthesis | LibreCat-ID: 29151
A Comparison of Machine Learning Techniques for the On-line Characterization of Tasks Executed on Heterogeneous Compute Nodes
C. Kashikar, A Comparison of Machine Learning Techniques for the On-Line Characterization of Tasks Executed on Heterogeneous Compute Nodes, Paderborn University, Paderborn, 2021.
LibreCat
C. Kashikar, A Comparison of Machine Learning Techniques for the On-Line Characterization of Tasks Executed on Heterogeneous Compute Nodes, Paderborn University, Paderborn, 2021.
2021 | Conference Paper | LibreCat-ID: 21610
LDAX: A Learning-based Fast Design Space Exploration Framework for Approximate Circuit Synthesis
M. Awais, H. Ghasemzadeh Mohammadi, M. Platzner, in: Proceedings of the ACM Great Lakes Symposium on VLSI (GLSVLSI) 2021, ACM, 2021, pp. 27–32.
LibreCat
| DOI
M. Awais, H. Ghasemzadeh Mohammadi, M. Platzner, in: Proceedings of the ACM Great Lakes Symposium on VLSI (GLSVLSI) 2021, ACM, 2021, pp. 27–32.
2021 | Bachelorsthesis | LibreCat-ID: 22216
Decomposition of Arithmetic Components for the Approximate Circuit Synthesis with EvoApproxLib
J.W. Rehnen, Decomposition of Arithmetic Components for the Approximate Circuit Synthesis with EvoApproxLib, 2021.
LibreCat
J.W. Rehnen, Decomposition of Arithmetic Components for the Approximate Circuit Synthesis with EvoApproxLib, 2021.
2021 | Conference Paper | LibreCat-ID: 22309
MCTS-Based Synthesis Towards Efficient Approximate Accelerators
M. Awais, M. Platzner, in: Proceedings of IEEE Computer Society Annual Symposium on VLSI, IEEE, 2021, pp. 384–389.
LibreCat
M. Awais, M. Platzner, in: Proceedings of IEEE Computer Society Annual Symposium on VLSI, IEEE, 2021, pp. 384–389.
2021 | Bachelorsthesis | LibreCat-ID: 22483
Implementation and Profiling of XCS in the Context of Embedded Systems
M. Brede, Implementation and Profiling of XCS in the Context of Embedded Systems, Paderborn University, Paderborn, 2021.
LibreCat
M. Brede, Implementation and Profiling of XCS in the Context of Embedded Systems, Paderborn University, Paderborn, 2021.
2021 | Conference Paper | LibreCat-ID: 21953
Timing Optimization for Virtual FPGA Configurations
L.M. Witschen, T. Wiersema, M. Raeisi Nafchi, A. Bockhorn, M. Platzner, 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, n.d.
LibreCat
| DOI
L.M. Witschen, T. Wiersema, M. Raeisi Nafchi, A. Bockhorn, M. Platzner, 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, n.d.
2021 | Journal Article | LibreCat-ID: 30906
Immersive augmented reality system for the training of pattern classification control with a myoelectric prosthesis
A. Boschmann, D. Neuhaus, S. Vogt, C. Kaltschmidt, M. Platzner, S. Dosen, Journal of NeuroEngineering and Rehabilitation 18 (2021).
LibreCat
| DOI
A. Boschmann, D. Neuhaus, S. Vogt, C. Kaltschmidt, M. Platzner, S. Dosen, Journal of NeuroEngineering and Rehabilitation 18 (2021).
2021 | Journal Article | LibreCat-ID: 30907
Exploiting Hardware-Based Data-Parallel and Multithreading Models for Smart Edge Computing in Reconfigurable FPGAs
A. Rodriguez, A. Otero, M. Platzner, E. De la Torre, IEEE Transactions on Computers (2021) 1–1.
LibreCat
| DOI
A. Rodriguez, A. Otero, M. Platzner, E. De la Torre, IEEE Transactions on Computers (2021) 1–1.
2021 | Conference Paper | LibreCat-ID: 29137
Self-aware Operation of Heterogeneous Compute Nodes using the Learning Classifier System XCS
T. Hansmeier, in: HEART ’21: Proceedings of the 11th International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies, Association for Computing Machinery (ACM), New York, NY, United States, 2021.
LibreCat
| DOI
T. Hansmeier, in: HEART ’21: Proceedings of the 11th International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies, Association for Computing Machinery (ACM), New York, NY, United States, 2021.
2021 | Mastersthesis | LibreCat-ID: 29540
Design and Implementation of a ReconROS-based Obstacle Avoidance System
M.A. Sheikh, Design and Implementation of a ReconROS-Based Obstacle Avoidance System, Paderborn University, 2021.
LibreCat
M.A. Sheikh, Design and Implementation of a ReconROS-Based Obstacle Avoidance System, Paderborn University, 2021.
2021 | Preprint | LibreCat-ID: 22764 |
Design of Distributed Reconfigurable Robotics Systems with ReconROS
C. Lienen, M. Platzner, ArXiv:2107.07208 (2021).
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C. Lienen, M. Platzner, ArXiv:2107.07208 (2021).
2021 | Conference Paper | LibreCat-ID: 21813
An Experimental Comparison of Explore/Exploit Strategies for the Learning Classifier System XCS
T. Hansmeier, M. Platzner, in: GECCO ’21: Proceedings of the Genetic and Evolutionary Computation Conference Companion, Association for Computing Machinery (ACM), New York, NY, United States, 2021, pp. 1639–1647.
LibreCat
| DOI
T. Hansmeier, M. Platzner, in: GECCO ’21: Proceedings of the Genetic and Evolutionary Computation Conference Companion, Association for Computing Machinery (ACM), New York, NY, United States, 2021, pp. 1639–1647.
2021 | Journal Article | LibreCat-ID: 27841
Software/Hardware Co-Verification for Custom Instruction Set Processors
M.-C. Jakobs, F. Pauck, M. Platzner, H. Wehrheim, T. Wiersema, IEEE Access (2021).
LibreCat
| DOI
M.-C. Jakobs, F. Pauck, M. Platzner, H. Wehrheim, T. Wiersema, IEEE Access (2021).
2021 | Conference Paper | LibreCat-ID: 29138
Hardware Trojans in Reconfigurable Computing
Q.A. Ahmed, in: 2021 IFIP/IEEE 29th International Conference on Very Large Scale Integration (VLSI-SoC), 2021.
LibreCat
| DOI
Q.A. Ahmed, in: 2021 IFIP/IEEE 29th International Conference on Very Large Scale Integration (VLSI-SoC), 2021.
2021 | Conference Paper | LibreCat-ID: 20681 |
Malicious Routing: Circumventing Bitstream-level Verification for FPGAs
Q.A. Ahmed, T. Wiersema, M. Platzner, in: 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2021 Design, Automation and Test in Europe Conference (DATE), Alpexpo | Grenoble, France, 2021.
LibreCat
| Files available
| DOI
| Download (ext.)
Q.A. Ahmed, T. Wiersema, M. Platzner, in: 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2021 Design, Automation and Test in Europe Conference (DATE), Alpexpo | Grenoble, France, 2021.
2021 | Conference Paper | LibreCat-ID: 30909
ReconOS64: High-Performance Embedded Computing for Industrial Analytics on a Reconfigurable System-on-Chip
L. Clausing, in: Proceedings of the 11th International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies, ACM, 2021.
LibreCat
| DOI
L. Clausing, in: Proceedings of the 11th International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies, ACM, 2021.
2021 | Conference Paper | LibreCat-ID: 30908
FLight: FPGA Acceleration of Lightweight DNN Model Inference in Industrial Analytics
H. Ghasemzadeh Mohammadi, F. Jentzsch, M. Kuschel, R. Arshad, S. Rautmare, S. Manjunatha, M. Platzner, A. Boschmann, D. Schollbach, in: Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Springer, 2021.
LibreCat
| DOI
H. Ghasemzadeh Mohammadi, F. Jentzsch, M. Kuschel, R. Arshad, S. Rautmare, S. Manjunatha, M. Platzner, A. Boschmann, D. Schollbach, in: Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Springer, 2021.
2020 | Conference Paper | LibreCat-ID: 3583
Optimal and Greedy Heuristic Approaches for Scheduling and Mapping of Hardware Tasks to Reconfigurable Computing Devices
Z. Guetttatfi, P. Kaufmann, M. Platzner, in: Proceedings of the International Workshop on Applied Reconfigurable Computing (ARC), 2020.
LibreCat
Z. Guetttatfi, P. Kaufmann, M. Platzner, in: Proceedings of the International Workshop on Applied Reconfigurable Computing (ARC), 2020.
2020 | Mastersthesis | LibreCat-ID: 21324
Comparison of Feature Selection Techniques to Improve Approximate Circuit Synthesis
K. Chandrakar, Comparison of Feature Selection Techniques to Improve Approximate Circuit Synthesis, 2020.
LibreCat
K. Chandrakar, Comparison of Feature Selection Techniques to Improve Approximate Circuit Synthesis, 2020.
2020 | Bachelorsthesis | LibreCat-ID: 21432
Evaluation of a ReconOS-ROS Combination based on a Video Processing Application
L.-S. Henke, Evaluation of a ReconOS-ROS Combination Based on a Video Processing Application, 2020.
LibreCat
L.-S. Henke, Evaluation of a ReconOS-ROS Combination Based on a Video Processing Application, 2020.
2020 | Conference Paper | LibreCat-ID: 21584
Adaptable Realization of Industrial Analytics Functions on Edge-Devices using Reconfigurable Architectures
C.P. Gatica, M. Platzner, in: Machine Learning for Cyber Physical Systems (ML4CPS 2017), Berlin, Heidelberg, 2020.
LibreCat
| DOI
C.P. Gatica, M. Platzner, in: Machine Learning for Cyber Physical Systems (ML4CPS 2017), Berlin, Heidelberg, 2020.
2020 | Journal Article | LibreCat-ID: 17358
Proof-carrying Approximate Circuits
L.M. Witschen, T. Wiersema, M. Platzner, IEEE Transactions On Very Large Scale Integration Systems 28 (2020) 2084–2088.
LibreCat
| DOI
L.M. Witschen, T. Wiersema, M. Platzner, IEEE Transactions On Very Large Scale Integration Systems 28 (2020) 2084–2088.
2020 | Journal Article | LibreCat-ID: 17369
Evolution of Application-Specific Cache Mappings
N. Ho, P. Kaufmann, M. Platzner, International Journal of Hybrid Intelligent Systems (2020).
LibreCat
N. Ho, P. Kaufmann, M. Platzner, International Journal of Hybrid Intelligent Systems (2020).
2020 | Preprint | LibreCat-ID: 20748
Search Space Characterization for AxC Synthesis
L.M. Witschen, T. Wiersema, M. Platzner, Fifth Workshop on Approximate Computing (AxC 2020) (n.d.).
LibreCat
| Files available
L.M. Witschen, T. Wiersema, M. Platzner, Fifth Workshop on Approximate Computing (AxC 2020) (n.d.).