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Home DAES Beschäftigte M. Sc. Mario Günzel Publikationen

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Publications of Mario Günzel

2021
Sebastian Buschjäger, Jian-Jia Chen, Kuan-Hsun Chen, Mario Günzel, Katharina Morik, Rodion Novkin, Lukas Pfahler and Mikail Yayla.
Bit Error Tolerance Metrics for Binarized Neural Networks.
In Workshop on System-level Design Methods for Deep Learning on Heterogeneous Architectures (SLOHA)
2021
[BibTeX][Link][Abstract]
Sebastian Buschjäger, Jian-Jia Chen, Kuan-Hsun Chen, Mario Günzel, Christian Hakert, Katharina Morik, Rodion Novkin, Lukas Pfahler and Mikail Yayla.
Margin-Maximization in Binarized Neural Networks for Optimizing Bit Error Tolerance.
In Design, Automation and Test in Europe Conference (DATE), accepted
2021, Best Paper Award Candidate
[BibTeX][PDF][Abstract]
2020
Mario Günzel, Georg Brüggen and Jian-Jia Chen.
Suspension-Aware Earliest-Deadline-First Scheduling Analysis.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. (presented in ACM Conference on Embedded Software, EMSOFT) 39 11, pages 4205--4216
2020
[BibTeX][Link][Abstract]
Sebastian Buschjäger, Jian-Jia Chen, Kuan-Hsun Chen, Mario Günzel, Christian Hakert, Katharina Morik, Rodion Novkin, Lukas Pfahler and Mikail Yayla.
Towards Explainable Bit Error Tolerance of Resistive RAM-Based Binarized Neural Networks.
CoRR abs/2002.00909
2020
[BibTeX][Link][Abstract]
Mario Günzel and Jian-Jia Chen.
Correspondence Article: Counterexample for suspension-aware schedulability analysis of EDF scheduling.
Real Time Systems Journal 56 4, pages 490--493
2020
[BibTeX][Link]
Mario Günzel and Jian-Jia Chen.
On Schedulability Analysis of EDF Scheduling by Considering Suspension as Blocking.
CoRR abs/2001.05747
2020
[BibTeX][Link]