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Michael Beyer
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2020 – today
- 2023
- [c8]Michael Beyer, Sven Gesper, Andre Guntoro, Guillermo Payá Vayá, Holger Blume:
Exploiting Subword Permutations to Maximize CNN Compute Performance and Efficiency. ASAP 2023: 61-68 - [c7]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:
ZuSE Ki-Avf: Application-Specific AI Processor for Intelligent Sensor Signal Processing in Autonomous Driving. DATE 2023: 1-6 - [c6]Michael Beyer, Jan Micha Borrmann, Andre Guntoro, Holger Blume:
Online Quantization Adaptation for Fault-Tolerant Neural Network Inference. SAFECOMP 2023: 243-256 - 2022
- [c5]Michael Beyer, Andre Guntoro, Holger Blume:
Fault-tolerant Radar Signal Processing using Selective Observation Windows and Peak Detection. EUSIPCO 2022: 1876-1880 - 2021
- [i2]Michael Beyer, Steven Mills:
Preemptive Two-stage Goal-Programming Formulation of a Strict Version of the Unbounded Knapsack Problem with Bounded Weights. CoRR abs/2109.13686 (2021) - 2020
- [c4]Andrey Morozov, Emil Valiev, Michael Beyer, Kai Ding, Lydia Gauerhof, Christoph Schorn:
Bayesian Model for Trustworthiness Analysis of Deep Learning Classifiers. AISafety@IJCAI 2020 - [i1]Michael Beyer, Andrey Morozov, Emil Valiev, Christoph Schorn, Lydia Gauerhof, Kai Ding, Klaus Janschek:
Fault Injectors for TensorFlow: Evaluation of the Impact of Random Hardware Faults on Deep CNNs. CoRR abs/2012.07037 (2020)
2010 – 2019
- 2019
- [c3]Michael Beyer, Andrey Morozov, Kai Ding, Sheng Ding, Klaus Janschek:
Quantification of the Impact of Random Hardware Faults on Safety-Critical AI Applications: CNN-Based Traffic Sign Recognition Case Study. ISSRE Workshops 2019: 118-119 - 2012
- [b1]Michael Beyer:
Static analysis of run-time modes in Kahn Process Networks. Berlin Institute of Technology, Shaker 2012, ISBN 978-3-8440-1252-1, pp. 1-137 - 2011
- [c2]Michael Beyer, Sabine Glesner:
Static Analysis of Run-Time Modes in Synchronous Process Network. Ershov Memorial Conference 2011: 55-67 - [c1]Michael Beyer, Sabine Glesner:
Static run-time mode extraction by state partitioning in synchronous process networks. SCOPES 2011: 28-37
2000 – 2009
- 2008
- [j1]Michael Beyer, Andreas Rose, Emanuel Jank, Jörg Krüger:
Softwaretechnische Instrumentenunterstützung für ein leistungssteuerndes HNO Navigationssystem. Inform. Forsch. Entwickl. 22(3): 147-160 (2008)
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