Patrick Plagwitz
Patrick Plagwitz, M. Sc.
Department Informatik (INF)
Lehrstuhl für Informatik 12 (Hardware-Software-Co-Design)
Cauerstr. 11
91058 Erlangen
- Telefon: +49 9131 85-67283
- Faxnummer: +49 9131 85-25149
- E-Mail: patrick.plagwitz@fau.de
- Webseite: https://www.cs12.tf.fau.de/person/patrick-plagwitz
Curriculum Vitæ
| 2019 − | Researcher at the Department of Computer Science 12 (Hardware-Software-Co-Design), University of Erlangen-Nuremberg, Germany |
| 2016 − 2018 | M. Sc. Computer Science Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany |
| 2012 − 2016 | B. Sc. Computer Science Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany |
Open Theses
Publications
2024
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Compiler-based Processor Network Generation for Neural Networks on FPGAs
27th Workshop on Methods and Description Languages for Modelling and Verification of Circuits and Systems (MBMV) (Kaiserslautern, 14. Februar 2024 - 15. Februar 2024)
In: Proceedings of the 27th Workshop on Methods and Description Languages for Modelling and Verification of Circuits and Systems (MBMV) 2024
BibTeX: Download - , , , :
DSL-based SNN Accelerator Design using Chisel
27th Euromicro Conference Series on Digital System Design (DSD) (Paris, 27. August 2024 - 30. August 2024)
In: 2024 27th Euromicro Conference on Digital System Design (DSD) 2024
BibTeX: Download - , , , :
SNN vs. CNN Implementations on FPGAs: An Empirical Evaluation
20th International Symposium on Applied Reconfigurable Computing. Architectures, Tools, and Applications (ARC) (Aveiro, 20. März 2024 - 22. März 2024)
In: Proceedings of the 20th International Symposium on Applied Reconfigurable Computing. Architectures, Tools, and Applications (ARC) 2024
DOI: 10.1007/978-3-031-55673-9_1
BibTeX: Download
2023
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To Spike or Not to Spike? A Quantitative Comparison of SNN and CNN FPGA Implementations
(2023)
Open Access: https://arxiv.org/abs/2306.12742
URL: https://arxiv.org/abs/2306.12742
BibTeX: Download
(online publication)
2022
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TRAC: Compilation-based Design of Transformer Accelerators for FPGAs
International Conference on Field Programmable Logic and Applications (FPL) (Belfast, United Kingdom, 29. August 2022 - 2. September 2022)
In: IEEE Proceedings of the 32nd International Conference on Field Programmable Logic and Applications 2022
DOI: 10.1109/FPL57034.2022.00015
BibTeX: Download
2021
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A Safari through FPGA-based Neural Network Compilation and Design Automation Flows
29th IEEE International Symposium on Field-Programmable Custom Computing Machines (FCCM) (Virtual Conference, 9. Mai 2021 - 12. Mai 2021)
In: Proceedings of the 29th IEEE International Symposium on Field-Programmable Custom Computing Machines (FCCM) 2021
DOI: 10.1109/FCCM51124.2021.00010
URL: https://ieeexplore.ieee.org/document/9444092
BibTeX: Download
2019
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Compiler-Based High-Level Synthesis of Application-Specific Processors on FPGAs
International Conference on ReConFigurable Computing and FPGAs (ReConFig) (Cancún, Mexico, 9. Dezember 2019 - 11. Dezember 2019)
In: IEEE Proceedings of the 14th International Conference on ReConFigurable Computing and FPGAs 2019
DOI: 10.1109/ReConFig48160.2019.8994778
BibTeX: Download