Christoph Gerum

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 16

Top Topics

Keyword Spotting

Top Venues

MLMI@MICCAI (2)

Publications

Julia Werner, Bhavya Kohli, Paul Palomero Bernardo, Christoph Gerum, Oliver Bringmann
Energy-Efficient Seizure Detection Suitable for low-power Applications. CoRR (2024)
Julia Werner, Christoph Gerum, Moritz Reiber, Jörg Nick, Oliver Bringmann
Precise localization within the GI tract by combining classification of CNNs and time-series analysis of HMMs. CoRR (2023)
Julia Werner, Christoph Gerum, Moritz Reiber, Jörg Nick, Oliver Bringmann
Precise Localization Within the GI Tract by Combining Classification of CNNs and Time-Series Analysis of HMMs. MLMI@MICCAI (2) (2023)
Sven Teufel, Jörg Gamerdinger, Georg Volk, Christoph Gerum, Oliver Bringmann
Enhancing Robustness of LiDAR-Based Perception in Adverse Weather using Point Cloud Augmentations. IV (2023)
Christoph Gerum, Adrian Frischknecht, Tobias Hald, Paul Palomero Bernardo, Konstantin Lübeck, Oliver Bringmann
Hardware Accelerator and Neural Network Co-Optimization for Ultra-Low-Power Audio Processing Devices. DSD (2022)
Christoph Gerum, Adrian Frischknecht, Tobias Hald, Paul Palomero Bernardo, Konstantin Lübeck, Oliver Bringmann
Hardware Accelerator and Neural Network Co-Optimization for Ultra-Low-Power Audio Processing Devices. CoRR (2022)
Anwesh Mohanty, Adrian Frischknecht, Christoph Gerum, Oliver Bringmann
Behavior of Keyword Spotting Networks Under Noisy Conditions. ICANN (1) (2021)
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
Automated HW/SW co-design for edge AI: state, challenges and steps ahead. CODES+ISSS (2021)
Anwesh Mohanty, Adrian Frischknecht, Christoph Gerum, Oliver Bringmann
Behavior of Keyword Spotting Networks Under Noisy Conditions. CoRR (2021)
Naci Pekcokguler, Dominique Morche, Adrian Frischknecht, Christoph Gerum, Andreas Burg, Catherine Dehollain
Dynamic Range and Complexity Optimization of Mixed-Signal Machine Learning Systems. ISCAS (2021)
Paul Palomero Bernardo, Christoph Gerum, Adrian Frischknecht, Konstantin Lübeck, Oliver Bringmann
UltraTrail: A Configurable Ultralow-Power TC-ResNet AI Accelerator for Efficient Keyword Spotting. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (11) (2020)
Vladimir Herdt, Daniel Große, Rolf Drechsler, Christoph Gerum, Alexander Jung, Joscha Benz, Oliver Bringmann, Michael Schwarz, Dominik Stoffel, Wolfgang Kunz
. FDL (2019)
Joscha Benz, Christoph Gerum, Oliver Bringmann
Advancing source-level timing simulation using loop acceleration. DATE (2018)
Sebastian Ottlik, Christoph Gerum, Alexander Viehl, Wolfgang Rosenstiel, Oliver Bringmann
Context-sensitive timing automata for fast source level simulation. DATE (2017)
Christoph Gerum, Wolfgang Rosenstiel, Oliver Bringmann
Improving accuracy of source level timing simulation for GPUs using a probabilistic resource model. SAMOS (2015)
Christoph Gerum, Oliver Bringmann, Wolfgang Rosenstiel
Source level performance simulation of GPU cores. DATE (2015)