Michael Beyer

According to our database, Michael Beyer authored at least 12 papers between 2008 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Online Quantization Adaptation for Fault-Tolerant Neural Network Inference.

Michael Beyer, Jan Micha Borrmann, Andre Guntoro, Holger Blume

Proceedings of the Computer Safety, Reliability, and Security, 2023

ZuSE Ki-Avf: Application-Specific AI Processor for Intelligent Sensor Signal Processing in Autonomous Driving.

Gia Bao Thieu, Sven Gesper, Guillermo Payá Vayá, Christoph Riggers, Oliver Renke, Till Fiedler, Jakob Marten, Tobias Stuckenberg, Holger Blume, Christian Weis, Lukas Steiner, Chirag Sudarshan, Norbert Wehn, Lennart M. Reimann, Rainer Leupers, Michael Beyer, Daniel Köhler, Alisa Jauch, Jan Micha Borrmann, Setareh Jaberansari, Tim Berthold, Meinolf Blawat, Markus Kock, Gregor Schewior, Jens Benndorf, Frederik Kautz, Hans-Martin Blüthgen, Christian Sauer

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

Exploiting Subword Permutations to Maximize CNN Compute Performance and Efficiency.

Michael Beyer, Sven Gesper, Andre Guntoro, Guillermo Payá Vayá, Holger Blume

Proceedings of the 34th IEEE International Conference on Application-specific Systems, 2023

2022

Fault-tolerant Radar Signal Processing using Selective Observation Windows and Peak Detection.

Michael Beyer, Andre Guntoro, Holger Blume

Proceedings of the 30th European Signal Processing Conference, 2022

2021

Preemptive Two-stage Goal-Programming Formulation of a Strict Version of the Unbounded Knapsack Problem with Bounded Weights.

Michael Beyer, Steven Mills

CoRR, 2021

2020

Fault Injectors for TensorFlow: Evaluation of the Impact of Random Hardware Faults on Deep CNNs.

Michael Beyer, Andrey Morozov, Emil Valiev, Christoph Schorn, Lydia Gauerhof, Kai Ding, Klaus Janschek

CoRR, 2020

Bayesian Model for Trustworthiness Analysis of Deep Learning Classifiers.

Andrey Morozov, Emil Valiev, Michael Beyer, Kai Ding, Lydia Gauerhof, Christoph Schorn

Proceedings of the Workshop on Artificial Intelligence Safety 2020 co-located with the 29th International Joint Conference on Artificial Intelligence and the 17th Pacific Rim International Conference on Artificial Intelligence (IJCAI-PRICAI 2020), 2020

2019

Quantification of the Impact of Random Hardware Faults on Safety-Critical AI Applications: CNN-Based Traffic Sign Recognition Case Study.

Michael Beyer, Andrey Morozov, Kai Ding, Sheng Ding, Klaus Janschek

Proceedings of the IEEE International Symposium on Software Reliability Engineering Workshops, 2019

2012

Static analysis of run-time modes in Kahn Process Networks.

Michael Beyer

PhD thesis, 2012

2011

Static run-time mode extraction by state partitioning in synchronous process networks.

Michael Beyer, Sabine Glesner

Proceedings of the 14th International Workshop on Software and Compilers for Embedded Systems, 2011

Static Analysis of Run-Time Modes in Synchronous Process Network.

Michael Beyer, Sabine Glesner

Proceedings of the Perspectives of Systems Informatics, 2011

2008

Softwaretechnische Instrumentenunterstützung für ein leistungssteuerndes HNO Navigationssystem.

Michael Beyer, Andreas Rose, Emanuel Jank, Jörg Krüger

Inform. Forsch. Entwickl., 2008