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232 Publications
2025 | Conference Paper | LibreCat-ID: 62018
Deep&Wide: Achieving Area Efficiency in Scalable Approximate Accelerators
F. Jalil, M. Awais, Q.A. Ahmed, H.G. Mohammadi, T. Jungeblut, M. Platzner, in: 2025 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W), IEEE, 2025.
LibreCat
| DOI
F. Jalil, M. Awais, Q.A. Ahmed, H.G. Mohammadi, T. Jungeblut, M. Platzner, in: 2025 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W), IEEE, 2025.
2025 | Conference Paper | LibreCat-ID: 62019
A Two-Stage Approximation Methodology for Efficient DNN Hardware Implementation
A.H. Hadipour, A. Jafari, M. Awais, M. Platzner, in: 2025 IEEE 28th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS), IEEE, 2025.
LibreCat
| DOI
A.H. Hadipour, A. Jafari, M. Awais, M. Platzner, in: 2025 IEEE 28th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS), IEEE, 2025.
2025 | Preprint | LibreCat-ID: 61152
SIRA: Scaled-Integer Range Analysis for Optimizing FPGA Dataflow Neural Network Accelerators
Y. Umuroglu, C. Berganski, F. Jentzsch, M. Danilowicz, T. Kryjak, C. Bezaitis, M. Sjalander, I. Colbert, T. Preusser, J. Petri-Koenig, M. Blott, (n.d.).
LibreCat
Y. Umuroglu, C. Berganski, F. Jentzsch, M. Danilowicz, T. Kryjak, C. Bezaitis, M. Sjalander, I. Colbert, T. Preusser, J. Petri-Koenig, M. Blott, (n.d.).
2024 | Conference Paper | LibreCat-ID: 56481
FINN-T: Compiling Custom Dataflow Accelerators for Quantized Transformers
C. Berganski, F. Jentzsch, M. Platzner, M. Kuhmichel, H. Giefers, in: 2024.
LibreCat
C. Berganski, F. Jentzsch, M. Platzner, M. Kuhmichel, H. Giefers, in: 2024.
2024 | Conference Paper | LibreCat-ID: 54468
DeepApprox: Rapid Deep Learning based Design Space Exploration of Approximate Circuits via Check-pointing
M. Awais, H. Ghasemzadeh Mohammadi, M. Platzner, in: To Apear in IEEE ISVLSI 2024, 2024.
LibreCat
M. Awais, H. Ghasemzadeh Mohammadi, M. Platzner, in: To Apear in IEEE ISVLSI 2024, 2024.
2023 | Conference Paper | LibreCat-ID: 53435
Hardware-Aware AutoML for Exploration of Custom FPGA Accelerators for RadioML
F. Jentzsch, in: 2023 33rd International Conference on Field-Programmable Logic and Applications (FPL), IEEE, 2023.
LibreCat
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F. Jentzsch, in: 2023 33rd International Conference on Field-Programmable Logic and Applications (FPL), IEEE, 2023.
2023 | Conference Paper | LibreCat-ID: 53794
AutonomROS: A ReconROS-based Autonomous Driving Unit
C. Lienen, M. Brede, D. Karger, K. Koch, D. Logan, J. Mazur, A.P. Nowosad, A. Schnelle, M. Waizy, M. Platzner, in: 2023 Seventh IEEE International Conference on Robotic Computing (IRC), IEEE, 2023.
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C. Lienen, M. Brede, D. Karger, K. Koch, D. Logan, J. Mazur, A.P. Nowosad, A. Schnelle, M. Waizy, M. Platzner, in: 2023 Seventh IEEE International Conference on Robotic Computing (IRC), IEEE, 2023.
2023 | Conference Paper | 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, in: Proceedings of the 2023 9th International Conference on Robotics and Artificial Intelligence (ICRAI), n.d.
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C. Lienen, A.P. Nowosad, M. Platzner, in: Proceedings of the 2023 9th International Conference on Robotics and Artificial Intelligence (ICRAI), n.d.
2023 | Conference Paper | LibreCat-ID: 43048
fpgaDDS: An Intra-FPGA Data Distribution Service for ROS 2 Robotics Applications
C. Lienen, S.H. Middeke, M. Platzner, in: Proceedings of the 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2023.
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C. Lienen, S.H. Middeke, M. Platzner, in: Proceedings of the 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2023.
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.
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L. Clausing, Z. Guetattfi, P. Kaufmann, C. Lienen, M. Platzner, in: Proceedings of the 19th International Symposium on Applied Reconfigurable Computing (ARC), 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.
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 | 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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C. Lienen, M. Platzner, in: 2022 25th Euromicro Conference on Digital System Design (DSD), n.d.
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 | 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: 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: 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: 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: 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 | 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).