Matthias Stammler

13 papers A 2C 3Unranked 8
YearRankTypeTitle / Venue / Authors
2025 — conf
CH2AI: Dynamic Checkpoint Scheduling of Anytime Neural Networks on Heterogeneous Units.
MCSoC
Matthias Stammler, Georgios Sotiropoulos, Julian Höfer, Tanja Harbaum, Krishnendu Guha, Amlan Chakrabarti, Jürgen Becker
2025 C conf
DSEParted: Co-Optimization of Embedded NPU Architectures and Neural Network Partitioning.
DSD
Patrick Schmidt, Fabian Krey, Alexey Serdyuk, Matthias Stammler, Tanja Harbaum, Jürgen Becker
2025 — conf
HM2GP: A Multi-Version Task Scheduler with Extended Precedence Constraints on COTS SoCs.
SOCC
Matthias Stammler, Fabian Lesniak, Niraj Kumar, Arvind Easwaran, Jürgen Becker
2024 C conf
Automated Polyhedron-based TDMA Schedule Design for Predictable Mixed-Criticality MPSoCs.
DSD
Matthias Stammler, Florian Schade, Jürgen Becker
2024 — conf
BayWatch: Leveraging Bayesian Neural Networks for Hardware Fault Tolerance and Monitoring.
DFT
Julian Höfer, Matthias Stammler, Fabian Kreß, Tim Hotfilter, Tanja Harbaum, Jürgen Becker
2024 A conf
EMDRIVE Architecture: Embedded Distributed Computing and Diagnostics from Sensor to Edge.
DATE
Patrick Schmidt, Iuliia Topko, Matthias Stammler, Tanja Harbaum, Jürgen Becker, Rico Berner, Omar Ahmed, Jakub Jagielski, Thomas Seidler, Markus Abel, Marius Kreutzer, Maximilian Kirschner, Victor Pazmino Betancourt, Robin Sehm, Lukas Groth, Andrija Neskovic, Rolf Meyer, Saleh Mulhem, Mladen Berekovic, Matthias Probst, Manuel Brosch, Georg Sigl, Thomas Wild, Matthias Ernst, Andreas Herkersdorf, Florian Aigner, Stefan Hommes, Sebastian Lauer, Maximilian Seidler, Thomas Raste, Gasper Skvarc Bozic, Ibai Irigoyen Ceberio, Muhammad Hassan, Albrecht Mayer
2024 — conf
ICE TEA: Insertion of Custom Early Exits for Time-, Energy- & Anomaly-Aware Neural Networks.
ISVLSI
Matthias Stammler, Julian Höfer, Patrick Schmidt, Tanja Harbaum, Jürgen Becker
2024 — conf
RVVe: A Minimal RISC-V Vector Processor for Embedded AI Acceleration.
SOCC
Patrick Schmidt, Johannes Pfau, Tim Hotfilter, Matthias Stammler, Tanja Harbaum, Jürgen Becker
2024 A conf
UNCOVER: Data-Driven Design Support through Continuous Monitoring of Security Incidents.
DATE
Matthias Stammler, Julian Lorenz, Eric Sax, Jürgen Becker, Matthias Hamann, Patrick Bidinger, Andreas Dewald, Paraskevi Georgouti, Alexios Camarinopoulos, Günter Becker, Klaus Finsterbusch, Maximilian Kirschner, Laurenz Adolph, Carl Philipp Hohl, Maria Rill, Daniel Vonderau, Victor Pazmino Betancourt
2023 — conf
Context-Aware Layer Scheduling for Seamless Neural Network Inference in Cloud-Edge Systems.
MCSoC
Matthias Stammler, Vladimir Sidorenko, Fabian Kreß, Patrick Schmidt, Jürgen Becker
2023 — conf
EFFECT: An End-to-End Framework for Evaluating Strategies for Parallel AI Anomaly Detection.
INNS DLIA@IJCNN
Matthias Stammler, Julian Höfer, David Kraus, Patrick Schmidt, Tim Hotfilter, Tanja Harbaum, Jürgen Becker
2023 C conf
Mitigating Masking in Automotive Communication Systems: Modeling and Hardware Generation.
DSD
Matthias Stammler, Matthias Hamann, Tanja Harbaum, Jürgen Becker
2023 — conf
Multilevel Security Model for Secure Information Flow Inside Software Components Employing Automated Code Generation.
MECO
Matthias Stammler, Matthias Hamann, Jürgen Becker