Source level performance simulation of GPU cores. - Christoph Gerum; Oliver Bringmann 001; Wolfgang Rosenstiel (DATE, 2015)

Improving accuracy of source level timing simulation for GPUs using a probabilistic resource model. - Christoph Gerum; Wolfgang Rosenstiel; Oliver Bringmann 001 (SAMOS, 2015)

Context-sensitive timing automata for fast source level simulation. - Sebastian Ottlik; Christoph Gerum; Alexander Viehl; Wolfgang Rosenstiel; Oliver Bringmann 001 (DATE, 2017)

Timing Models for Fast Embedded Software Performance Analysis. - Oliver Bringmann 001; Christoph Gerum; Sebastian Ottlik (Handbook of Hardware/Software Codesign, 2017)

Advancing source-level timing simulation using loop acceleration. - Joscha Benz; Christoph Gerum; Oliver Bringmann 001 (DATE, 2018)

Systematic RISC-V based Firmware Design⋆. - Vladimir Herdt; Daniel Große; Rolf Drechsler; Christoph Gerum; Alexander Jung; Joscha Benz; Oliver Bringmann 001; Michael Schwarz 010; Dominik Stoffel; Wolfgang Kunz (FDL, 2019)

UltraTrail: A Configurable Ultralow-Power TC-ResNet AI Accelerator for Efficient Keyword Spotting. - Paul Palomero Bernardo; Christoph Gerum; Adrian Frischknecht; Konstantin Lübeck; Oliver Bringmann 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020)

Automated HW/SW co-design for edge AI: state, challenges and steps ahead. - Oliver Bringmann 001; Wolfgang Ecker; Ingo Feldner; Adrian Frischknecht; Christoph Gerum; Timo Hämäläinen 001; Muhammad Abdullah Hanif; Michael J. Klaiber; Daniel Mueller-Gritschneder; Paul Palomero Bernardo; Sebastian Siegfried Prebeck; Muhammad Shafique 001 (CODES+ISSS, 2021)

Behavior of Keyword Spotting Networks Under Noisy Conditions. - Anwesh Mohanty; Adrian Frischknecht; Christoph Gerum; Oliver Bringmann 001 (ICANN (1), 2021)

Dynamic Range and Complexity Optimization of Mixed-Signal Machine Learning Systems. - Naci Pekcokguler; Dominique Morche; Adrian Frischknecht; Christoph Gerum; Andreas Burg 001; Catherine Dehollain (ISCAS, 2021)

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 001 (DSD, 2022)

Enhancing Robustness of LiDAR-Based Perception in Adverse Weather using Point Cloud Augmentations. - Sven Teufel; Jörg Gamerdinger; Georg Volk; Christoph Gerum; Oliver Bringmann 001 (IV, 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 001 (MLMI@MICCAI (2), 2023)

Energy-Efficient Seizure Detection Suitable for Low-Power Applications. - Julia Werner; Bhavya Kohli; Paul Palomero Bernardo; Christoph Gerum; Oliver Bringmann 001 (IJCNN, 2024)

GOURD: Tensorizing Streaming Applications to Generate Multi-Instance Compute Platforms. - Patrick Schmid; Paul Palomero Bernardo; Christoph Gerum; Oliver Bringmann 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

Compiler-aware AI Hardware Design for Edge Devices. - Paul Palomero Bernardo; Patrick Schmid; Christoph Gerum; Oliver Bringmann 001 (EdgeSys@EuroSys, 2025)

Enhanced Anomaly Detection for Capsule Endoscopy Using Ensemble Learning Strategies. - Julia Werner; Christoph Gerum; Jörg Nick; Maxime Le Floch; Franz Brinkmann; Jochen Hampe; Oliver Bringmann 001 (CoRR, 2025)