Christoph Gerum

According to our database, Christoph Gerum authored at least 13 papers between 2015 and 2023.

Collaborative distances:

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

2023

Precise Localization Within the GI Tract by Combining Classification of CNNs and Time-Series Analysis of HMMs.

Julia Werner, Christoph Gerum, Moritz Reiber, Jörg Nick, Oliver Bringmann

Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023

Enhancing Robustness of LiDAR-Based Perception in Adverse Weather using Point Cloud Augmentations.

Sven Teufel, Jörg Gamerdinger, Georg Volk, Christoph Gerum, Oliver Bringmann

Proceedings of the IEEE Intelligent Vehicles Symposium, 2023

2022

Hardware Accelerator and Neural Network Co-Optimization for Ultra-Low-Power Audio Processing Devices.

Christoph Gerum, Adrian Frischknecht, Tobias Hald, Paul Palomero Bernardo, Konstantin Lübeck, Oliver Bringmann

Proceedings of the 25th Euromicro Conference on Digital System Design, 2022

2021

Dynamic Range and Complexity Optimization of Mixed-Signal Machine Learning Systems.

Naci Pekcokguler, Dominique Morche, Adrian Frischknecht, Christoph Gerum, Andreas Burg, Catherine Dehollain

Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

Behavior of Keyword Spotting Networks Under Noisy Conditions.

Anwesh Mohanty, Adrian Frischknecht, Christoph Gerum, Oliver Bringmann

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

Automated HW/SW co-design for edge AI: state, challenges and steps ahead.

Oliver Bringmann, Wolfgang Ecker, Ingo Feldner, Adrian Frischknecht, Christoph Gerum, Timo Hämäläinen, Muhammad Abdullah Hanif, Michael J. Klaiber, Daniel Mueller-Gritschneder, Paul Palomero Bernardo, Sebastian Siegfried Prebeck, Muhammad Shafique

Proceedings of the CODES/ISSS 2021, 2021

2020

UltraTrail: A Configurable Ultralow-Power TC-ResNet AI Accelerator for Efficient Keyword Spotting.

Paul Palomero Bernardo, Christoph Gerum, Adrian Frischknecht, Konstantin Lübeck, Oliver Bringmann

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

2019

Systematic RISC-V based Firmware Design^⋆.

Vladimir Herdt, Daniel Große, Rolf Drechsler, Christoph Gerum, Alexander Jung, Joscha Benz, Oliver Bringmann, Michael Schwarz, Dominik Stoffel, Wolfgang Kunz

Proceedings of the 2019 Forum for Specification and Design Languages, 2019

2018

Advancing source-level timing simulation using loop acceleration.

Joscha Benz, Christoph Gerum, Oliver Bringmann

Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018

2017

Timing Models for Fast Embedded Software Performance Analysis.

Oliver Bringmann, Christoph Gerum, Sebastian Ottlik

Proceedings of the Handbook of Hardware/Software Codesign., 2017

Context-sensitive timing automata for fast source level simulation.

Sebastian Ottlik, Christoph Gerum, Alexander Viehl, Wolfgang Rosenstiel, Oliver Bringmann

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017

2015

Improving accuracy of source level timing simulation for GPUs using a probabilistic resource model.

Christoph Gerum, Wolfgang Rosenstiel, Oliver Bringmann

Proceedings of the 2015 International Conference on Embedded Computer Systems: Architectures, 2015

Source level performance simulation of GPU cores.

Christoph Gerum, Oliver Bringmann, Wolfgang Rosenstiel

Proceedings of the 2015 Design, Automation & Test in Europe Conference & Exhibition, 2015