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427 Publications
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.
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| 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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| Download (ext.)
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.
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| 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.).
2020 | Conference Paper | LibreCat-ID: 20750
ReconROS: Flexible Hardware Acceleration for ROS2 Applications
C. Lienen, M. Platzner, B. Rinner, in: Proceedings of the 2020 International Conference on Field-Programmable Technology (FPT), 2020.
LibreCat
C. Lienen, M. Platzner, B. Rinner, in: Proceedings of the 2020 International Conference on Field-Programmable Technology (FPT), 2020.
2020 | Bachelorsthesis | LibreCat-ID: 20820
Implementing Machine Learning Functions as PYNQ FPGA Overlays
S. Thiele, Implementing Machine Learning Functions as PYNQ FPGA Overlays, 2020.
LibreCat
S. Thiele, Implementing Machine Learning Functions as PYNQ FPGA Overlays, 2020.
2020 | Mastersthesis | LibreCat-ID: 20821
Extension and Evaluation of Python-based High-Level Synthesis Tool Flows
V. Jaganath, Extension and Evaluation of Python-Based High-Level Synthesis Tool Flows, 2020.
LibreCat
V. Jaganath, Extension and Evaluation of Python-Based High-Level Synthesis Tool Flows, 2020.
2020 | Conference Paper | LibreCat-ID: 17063
An Adaption Mechanism for the Error Threshold of XCSF
T. Hansmeier, P. Kaufmann, M. Platzner, in: GECCO ’20: Proceedings of the Genetic and Evolutionary Computation Conference Companion, Association for Computing Machinery (ACM), New York, NY, United States, 2020, pp. 1756–1764.
LibreCat
| DOI
T. Hansmeier, P. Kaufmann, M. Platzner, in: GECCO ’20: Proceedings of the Genetic and Evolutionary Computation Conference Companion, Association for Computing Machinery (ACM), New York, NY, United States, 2020, pp. 1756–1764.
2020 | Journal Article | LibreCat-ID: 17092
Dynamic Reliability Management for FPGA-Based Systems
J. Anwer, S. Meisner, M. Platzner, International Journal of Reconfigurable Computing (2020) 1–19.
LibreCat
| DOI
J. Anwer, S. Meisner, M. Platzner, International Journal of Reconfigurable Computing (2020) 1–19.
2020 | Journal Article | LibreCat-ID: 15836
Self-aware Cyber-Physical Systems
K. Bellman, N. Dutt, L. Esterle, A. Herkersdorf, A. Jantsch, C. Landauer, P. R. Lewis, M. Platzner, N. TaheriNejad, K. Tammemäe, ACM Transactions on Cyber-Physical Systems Accepted for Publication (2020) 1–24.
LibreCat
K. Bellman, N. Dutt, L. Esterle, A. Herkersdorf, A. Jantsch, C. Landauer, P. R. Lewis, M. Platzner, N. TaheriNejad, K. Tammemäe, ACM Transactions on Cyber-Physical Systems Accepted for Publication (2020) 1–24.
2020 | Conference Paper | LibreCat-ID: 16213
A Hybrid Synthesis Methodology for Approximate Circuits
M. Awais, H. Ghasemzadeh Mohammadi, M. Platzner, in: Proceedings of the 30th ACM Great Lakes Symposium on VLSI (GLSVLSI) 2020, ACM, 2020, pp. 421–426.
LibreCat
| DOI
M. Awais, H. Ghasemzadeh Mohammadi, M. Platzner, in: Proceedings of the 30th ACM Great Lakes Symposium on VLSI (GLSVLSI) 2020, ACM, 2020, pp. 421–426.
2020 | Conference Paper | LibreCat-ID: 16363
Enabling XCSF to Cope with Dynamic Environments via an Adaptive Error Threshold
T. Hansmeier, P. Kaufmann, M. Platzner, in: GECCO ’20: Proceedings of the Genetic and Evolutionary Computation Conference Companion, Association for Computing Machinery (ACM), New York, NY, United States, 2020, pp. 125–126.
LibreCat
| DOI
T. Hansmeier, P. Kaufmann, M. Platzner, in: GECCO ’20: Proceedings of the Genetic and Evolutionary Computation Conference Companion, Association for Computing Machinery (ACM), New York, NY, United States, 2020, pp. 125–126.
2020 | Conference Paper | LibreCat-ID: 20838
MigHEFT: DAG-based Scheduling of Migratable Tasks on Heterogeneous Compute Nodes
A. Lösch, M. Platzner, in: 2020 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), 2020.
LibreCat
| DOI
A. Lösch, M. Platzner, in: 2020 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), 2020.
2020 | Mastersthesis | LibreCat-ID: 21433
Design and Implementation of a ReconOS-based TensorFlow Lite Delegate Architecture
F.P. Jentzsch, Design and Implementation of a ReconOS-Based TensorFlow Lite Delegate Architecture, 2020.
LibreCat
F.P. Jentzsch, Design and Implementation of a ReconOS-Based TensorFlow Lite Delegate Architecture, 2020.
2019 | Journal Article | LibreCat-ID: 3585
CIRCA: Towards a Modular and Extensible Framework for Approximate Circuit Generation
L.M. Witschen, T. Wiersema, H. Ghasemzadeh Mohammadi, M. Awais, M. Platzner, Microelectronics Reliability 99 (2019) 277–290.
LibreCat
| DOI
L.M. Witschen, T. Wiersema, H. Ghasemzadeh Mohammadi, M. Awais, M. Platzner, Microelectronics Reliability 99 (2019) 277–290.
2019 | Preprint | LibreCat-ID: 16853
Jump Search: A Fast Technique for the Synthesis of Approximate Circuits
L.M. Witschen, H. Ghasemzadeh Mohammadi, M. Artmann, M. Platzner, Fourth Workshop on Approximate Computing (AxC 2019) (n.d.).
LibreCat
| Files available
L.M. Witschen, H. Ghasemzadeh Mohammadi, M. Artmann, M. Platzner, Fourth Workshop on Approximate Computing (AxC 2019) (n.d.).
2019 | Conference Paper | LibreCat-ID: 10577
Jump Search: A Fast Technique for the Synthesis of Approximate Circuits
L.M. Witschen, H. Ghasemzadeh Mohammadi, M. Artmann, M. Platzner, in: Proceedings of the 2019 on Great Lakes Symposium on VLSI - GLSVLSI ’19, ACM, New York, NY, USA, 2019.
LibreCat
| DOI
L.M. Witschen, H. Ghasemzadeh Mohammadi, M. Artmann, M. Platzner, in: Proceedings of the 2019 on Great Lakes Symposium on VLSI - GLSVLSI ’19, ACM, New York, NY, USA, 2019.
2019 | Journal Article | LibreCat-ID: 11950
Zynq-based acceleration of robust high density myoelectric signal processing
A. Boschmann, A. Agne, G. Thombansen, L.M. Witschen, F. Kraus, M. Platzner, Journal of Parallel and Distributed Computing 123 (2019) 77–89.
LibreCat
| DOI
A. Boschmann, A. Agne, G. Thombansen, L.M. Witschen, F. Kraus, M. Platzner, Journal of Parallel and Distributed Computing 123 (2019) 77–89.
2019 | Journal Article | LibreCat-ID: 12967
An Accelerator for Resolution Proof Checking based on FPGA and Hybrid Memory Cube Technology
T. Hansmeier, M. Platzner, M.J.H. Pantho, D. Andrews, Journal of Signal Processing Systems 91 (2019) 1259–1272.
LibreCat
| DOI
T. Hansmeier, M. Platzner, M.J.H. Pantho, D. Andrews, Journal of Signal Processing Systems 91 (2019) 1259–1272.
2019 | Conference Paper | LibreCat-ID: 15422
Optimization of Application-specific L1 Cache Translation Functions of the LEON3 Processor
N. Ho, P. Kaufmann, M. Platzner, in: World Congress on Nature and Biologically Inspired Computing (NaBIC), Springer, 2019.
LibreCat
N. Ho, P. Kaufmann, M. Platzner, in: World Congress on Nature and Biologically Inspired Computing (NaBIC), Springer, 2019.
2019 | Mastersthesis | LibreCat-ID: 15883
Incremental learning with Support Vector Machine on embedded platforms
S. Kumar Jeyakumar, Incremental Learning with Support Vector Machine on Embedded Platforms, 2019.
LibreCat
S. Kumar Jeyakumar, Incremental Learning with Support Vector Machine on Embedded Platforms, 2019.
2019 | Mastersthesis | LibreCat-ID: 15920
A Bitstream-Level Proof-Carrying Hardware Technique for Information Flow Tracking
M. Keerthipati, A Bitstream-Level Proof-Carrying Hardware Technique for Information Flow Tracking, Universität Paderborn, 2019.
LibreCat
M. Keerthipati, A Bitstream-Level Proof-Carrying Hardware Technique for Information Flow Tracking, Universität Paderborn, 2019.
2019 | Mastersthesis | LibreCat-ID: 14831
FPGA Acceleration of String Search Techniques in Huge Data Sets
N.S. Sabu, FPGA Acceleration of String Search Techniques in Huge Data Sets, Paderborn University, 2019.
LibreCat
N.S. Sabu, FPGA Acceleration of String Search Techniques in Huge Data Sets, Paderborn University, 2019.
2019 | Mastersthesis | LibreCat-ID: 15946
Multithreaded Software/Hardware Programming with ReconOS/freeRTOS on a Recongurable System-on-Chip
J. Mehta, Multithreaded Software/Hardware Programming with ReconOS/FreeRTOS on a Recongurable System-on-Chip, 2019.
LibreCat
J. Mehta, Multithreaded Software/Hardware Programming with ReconOS/FreeRTOS on a Recongurable System-on-Chip, 2019.
2019 | Mastersthesis | LibreCat-ID: 14546
Autonomous Operation of High-Performance Compute Nodes through Self-Awareness and Learning Classifiers
T. Hansmeier, Autonomous Operation of High-Performance Compute Nodes through Self-Awareness and Learning Classifiers, Universität Paderborn, 2019.
LibreCat
T. Hansmeier, Autonomous Operation of High-Performance Compute Nodes through Self-Awareness and Learning Classifiers, Universität Paderborn, 2019.
2019 | Conference Paper | LibreCat-ID: 31067
An Approach for Mapping Periodic Real-Time Tasks to Reconfigurable Hardware
Z. Guettatfi, M. Platzner, O. Kermia, A. Khouas, in: 2019 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), IEEE, 2019.
LibreCat
| DOI
Z. Guettatfi, M. Platzner, O. Kermia, A. Khouas, in: 2019 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), IEEE, 2019.
2019 | Conference Paper | LibreCat-ID: 9913 |
Proof-Carrying Hardware Versus the Stealthy Malicious LUT Hardware Trojan
Q.A. Ahmed, T. Wiersema, M. Platzner, in: C. Hochberger, B. Nelson, A. Koch, R. Woods, P. Diniz (Eds.), Applied Reconfigurable Computing, Springer International Publishing, Cham, 2019, pp. 127–136.
LibreCat
| Files available
| DOI
| Download (ext.)
Q.A. Ahmed, T. Wiersema, M. Platzner, in: C. Hochberger, B. Nelson, A. Koch, R. Woods, P. Diniz (Eds.), Applied Reconfigurable Computing, Springer International Publishing, Cham, 2019, pp. 127–136.
2019 | Mastersthesis | LibreCat-ID: 15874 |
Implementing a Real-time System on a Platform FPGA operated with ReconOS
C. Lienen, Implementing a Real-Time System on a Platform FPGA Operated with ReconOS, Universität Paderborn, n.d.
LibreCat
| Files available
C. Lienen, Implementing a Real-Time System on a Platform FPGA Operated with ReconOS, Universität Paderborn, n.d.
2019 | Journal Article | LibreCat-ID: 12871 |
FPGAs im Rechenzentrum
M. Platzner, C. Plessl, Informatik Spektrum (2019).
LibreCat
| Files available
| DOI
M. Platzner, C. Plessl, Informatik Spektrum (2019).
2019 | Mastersthesis | LibreCat-ID: 52478
Multithreaded Software/Hardware Programming with ReconOS/freeRTOS on a Reconfigurable System-on-Chip
J.D. Mehta, Multithreaded Software/Hardware Programming with ReconOS/FreeRTOS on a Reconfigurable System-on-Chip, 2019.
LibreCat
J.D. Mehta, Multithreaded Software/Hardware Programming with ReconOS/FreeRTOS on a Reconfigurable System-on-Chip, 2019.