Christoph Gerum

22 papers A 3B 1C 4Misc 1Journal 7Unranked 5
YearRankTypeTitle / Venue / Authors
2026 — conf
Constrained NAS via Symbolic Expressions in Declarative Hierarchical Search Spaces.
ASP-DAC
Moritz Reiber, Christoph Gerum, Oliver Bringmann
2025 — conf
Compiler-aware AI Hardware Design for Edge Devices.
EdgeSys@EuroSys
Paul Palomero Bernardo, Patrick Schmid, Christoph Gerum, Oliver Bringmann
2025 J jnl
Enhanced Anomaly Detection for Capsule Endoscopy Using Ensemble Learning Strategies.
CoRR
Julia Werner, Christoph Gerum, Jörg Nick, Maxime Le Floch, Franz Brinkmann, Jochen Hampe, Oliver Bringmann
2024 B conf
Energy-Efficient Seizure Detection Suitable for Low-Power Applications.
IJCNN
Julia Werner, Bhavya Kohli, Paul Palomero Bernardo, Christoph Gerum, Oliver Bringmann
2024 J jnl
Energy-Efficient Seizure Detection Suitable for low-power Applications.
CoRR
Julia Werner, Bhavya Kohli, Paul Palomero Bernardo, Christoph Gerum, Oliver Bringmann
2024 J jnl
GOURD: Tensorizing Streaming Applications to Generate Multi-Instance Compute Platforms.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Patrick Schmid, Paul Palomero Bernardo, Christoph Gerum, Oliver Bringmann
2023 C conf
Enhancing Robustness of LiDAR-Based Perception in Adverse Weather using Point Cloud Augmentations.
IV
Sven Teufel, Jörg Gamerdinger, Georg Volk, Christoph Gerum, Oliver Bringmann
2023 — conf
Precise Localization Within the GI Tract by Combining Classification of CNNs and Time-Series Analysis of HMMs.
MLMI@MICCAI (2)
Julia Werner, Christoph Gerum, Moritz Reiber, Jörg Nick, Oliver Bringmann
2023 J jnl
Precise localization within the GI tract by combining classification of CNNs and time-series analysis of HMMs.
CoRR
Julia Werner, Christoph Gerum, Moritz Reiber, Jörg Nick, Oliver Bringmann
2022 C conf
Hardware Accelerator and Neural Network Co-Optimization for Ultra-Low-Power Audio Processing Devices.
DSD
Christoph Gerum, Adrian Frischknecht, Tobias Hald, Paul Palomero Bernardo, Konstantin Lübeck, Oliver Bringmann
2022 J jnl
Hardware Accelerator and Neural Network Co-Optimization for Ultra-Low-Power Audio Processing Devices.
CoRR
Christoph Gerum, Adrian Frischknecht, Tobias Hald, Paul Palomero Bernardo, Konstantin Lübeck, Oliver Bringmann
2021 Misc conf
Automated HW/SW co-design for edge AI: state, challenges and steps ahead.
CODES+ISSS
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
2021 — conf
Behavior of Keyword Spotting Networks Under Noisy Conditions.
ICANN (1)
Anwesh Mohanty, Adrian Frischknecht, Christoph Gerum, Oliver Bringmann
2021 J jnl
Behavior of Keyword Spotting Networks Under Noisy Conditions.
CoRR
Anwesh Mohanty, Adrian Frischknecht, Christoph Gerum, Oliver Bringmann
2021 C conf
Dynamic Range and Complexity Optimization of Mixed-Signal Machine Learning Systems.
ISCAS
Naci Pekcokguler, Dominique Morche, Adrian Frischknecht, Christoph Gerum, Andreas Burg, Catherine Dehollain
2020 J jnl
UltraTrail: A Configurable Ultralow-Power TC-ResNet AI Accelerator for Efficient Keyword Spotting.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Paul Palomero Bernardo, Christoph Gerum, Adrian Frischknecht, Konstantin Lübeck, Oliver Bringmann
2019 C conf
Systematic RISC-V based Firmware Design
FDL
Vladimir Herdt, Daniel Große, Rolf Drechsler, Christoph Gerum, Alexander Louis-Ferdinand Jung, Joscha Benz, Oliver Bringmann, Michael Schwarz, Dominik Stoffel, Wolfgang Kunz
2018 A conf
Advancing source-level timing simulation using loop acceleration.
DATE
Joscha Benz, Christoph Gerum, Oliver Bringmann
2017 A conf
Context-sensitive timing automata for fast source level simulation.
DATE
Sebastian Ottlik, Christoph Gerum, Alexander Viehl, Wolfgang Rosenstiel, Oliver Bringmann
2017 — ch.
Timing Models for Fast Embedded Software Performance Analysis.
Handbook of Hardware/Software Codesign
Oliver Bringmann, Christoph Gerum, Sebastian Ottlik
2015 — conf
Improving accuracy of source level timing simulation for GPUs using a probabilistic resource model.
SAMOS
Christoph Gerum, Wolfgang Rosenstiel, Oliver Bringmann
2015 A conf
Source level performance simulation of GPU cores.
DATE
Christoph Gerum, Oliver Bringmann, Wolfgang Rosenstiel