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245 Publications


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
 

2022 | Preprint | LibreCat-ID: 29541 LibreCat | Download (ext.)
 

2022 | Conference Paper | LibreCat-ID: 34007 LibreCat
 

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.
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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.
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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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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.
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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.
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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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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).
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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.
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2021 | Preprint | LibreCat-ID: 22764 | OA
Design of Distributed Reconfigurable Robotics Systems with ReconROS
C. Lienen, M. Platzner, ArXiv:2107.07208 (2021).
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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
 

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
 

2021 | Conference Paper | LibreCat-ID: 20681 | OA
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.)
 

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.
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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.
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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.
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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.
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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).
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