Prof. Dr. Oliver Bringmann

Photo of Bringmann, Oliver

Prof. Dr. Oliver Bringmann
University of Tübingen
Dpt. of Computer Science
Embedded Systems
Sand 13
72076 Tübingen
Germany

Telephone: +49 - (0) 70 71 - 29 - 77348
Telefax: +49 - (0) 70 71 - 29 - 50 62
E-Mail: Mail
Office: Sand 13, B207
Office hours: Monday 15:00 - 16:00

Publications on Google Scholar

Prof. Dr. Oliver Bringmann is directing the Chair for Embedded Systems and is member of the Board of Scientific Directors at FZI Karlsruhe. From 2014-2020 he was serving as deputy head and from 2020-2022 as head of the department of computer science. He studied computer science at the University of Karlsruhe (KIT) and received the doctoral degree (PhD) in computer science from the University of Tübingen in 2001. Until April 2012 he was division manager of the research division Intelligent Systems and Production Engineering (ISPE) and member of the management board at FZI Karlsruhe.

The Chair for Embedded Systems addresses design, analysis, and verification of distributed embedded systems and systems-on-chip as well as their application in the automotive, internet of things (IoT) and the medical domain. The research activities are in the area of design electronic design automation (EDA), embedded software systems, energy-efficient AI architectures, AI system hardware/software codesign, and robust perception.

Research Interests

Embedded software systems
- Analysis of performance, power and energy demand
- Generation of timing/power predictable software
- Hardware/software evaluation for technical feasibility assessment
Architectural design – from system-level to tape-out
- Energy-efficient AI architectures (“Edge AI”)
- Architectural exploration & technology projection
- Hardware-enhanced security architectures
AI system hardware/software codesign
- Generation of application-specific ML accelerators
- Resource and energy efficient machine learning
- Hardware-specific optimization of artificial neural networks
Robust perception in cyber-physical systems
- Modeling and simulation of environment conditions
- Sensor (video, radar) and communication models
- Robust learning with respect to varying environmental conditions

Community Service

Member of the Executive Committee of the IEEE/ACM Conference Design, Automation and Test in Europe (D.A.T.E.) Chair Special Day e-Mobility, 2012; Interactive Presentations Chair, 2012, 2013, 2014, 2015, 2016.
Topic Chair at IEEE/ACM Conference Design, Automation and Test in Europe (D.A.T.E.), Topic E4 “Embedded Software Architectures”, 2011, 2012, 2013, 2014.
Technical Program Committee Member at IEEE/ACM Conference Design, Automation and Test in Europe (D.A.T.E.), 2008, 2009, 2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018.
Technical Program Committee Member at ACM/EDAC/IEEE Design Automation Conference (DAC), 2016, 2017, 2018.
Topic Chair at IEEE/ACM International Conference on Hardware-Software Codesign and System Synthesis (CODES+ISSS), 2011.
Technical Program Committee Member at IEEE/ACM International Conference on Hardware-Software Codesign and System Synthesis (CODES+ISSS), 2009, 2010, 2011, 2012, 2014, 2015, 2016, 2017, 2018.
Technical Program Committee Member at IEEE/ACM International Conference on Compilers, Architectures, and Synthesis for Embedded Systems (CASES), 2009, 2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018.
Technical Program Committee Member at IEEE/ACM International Symposium on VLSI (ISVLSI), 2012.
Technical Program Committee Member at IEEE International Conference on Networking, Architecture, and Storage (NAS), 2010, 2011, 2012.
Member of the Steering Committee at GMM/GI/ITG-Fachtagung Zuverlässigkeit und Entwurf, 2007, 2008, 2009, 2010, 2011, 2012, 2013, 2015.
Program Chair at GMM/ITG/GI-Workshop Cyber-Physical Systems - Enabling Multi-Nature Systems (CPMNS), 2011, 2012.
Program Chair at ITG/GI/GMM-Workshops Multi-Nature Systems: Entwicklung von Systemen mit elektronischen und nichtelektronischen Komponenten, 2007, 2009.
Technical Program Committee Member at edaWorkshop 2007, 2008, 2009, 2010, 2011, 2012, 2013, 2014, 2015, 2016.
Technical Program Committee Member at ITG/GMM/GI-Workshops Methoden und Beschreibungs-sprachen zur Modellierung und Verifikation von Schaltungen und Systemen, 2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018.
Technical Program Committee Member at GI/ITG/GMA Workshops “Dependability and Fault Tolerance” associated to ARCS, 2009.
Technical Program Committee Member at IEEE International Conference on Parallel Computing in Electrical Engineering (PARELEC) 2004, 2006, 2008, 2011.
Member of the Steering Committee of the GI-Fachbereich Technische Informatik
Member of the Steering Committee of Fachausschuss Rechnergestützter Schaltungs- und Systementwurf (RSS).
Chair of the Steering Committee of the special interest group “Allgemeine Methodik und Unterstützung von Entwurfsprozessen für Schaltungen und Systeme” der Kooperationsgemeinschaft Rechnergestützter Schaltungs- und Systementwurf (RSS).
Member of the Steering Committee of the special interest group “Beschreibungssprachen und Modellierung von Schaltungen und Systemen” der Kooperationsgemeinschaft Rechnergestützter Schaltungs- und Systementwurf (RSS).
Member of the EUREKA CATRENE EDA Roadmap committee: responsible for chapter “Embedded Software and ESL to RTL”, 2008/2009.

Publications

2025

A Hardware-assisted Approach for Non-invasive and Fine-grained Memory Power Management in MCUs

by Michael Kuhn, Patrick Schmid, and Oliver Bringmann
In 2025 Design, Automation & Test in Europe Conference (DATE), 2025.

Keywords: Computer architecture, Embedded Systems, Energy efficiency, Low-power electronics, Memory architecture

Datasets for Lane Detection in Autonomous Driving: A Comprehensive Review

by Jörg Gamerdinger, Sven Teufel, and Oliver Bringmann
In arxiv preprint, 2025.

S2S-Net: Addressing the Domain Gap of Heterogeneous Sensor Systems in LiDAR-Based Collective Perception

by Sven Teufel, Jörg Gamerdinger, and Oliver Bringmann
In arxiv preprint, 2025.

Virtual KITTI NextGen: Procedural Environment Reconstruction for Test Coverage Expansion of Connected and Autonomous Vehicles

by Patrick Schulz, Pascal Zwick, Jörg Gamerdinger, Sebastian Reiter, Alexander Viehl, and Oliver Bringmann
In 2025 IEEE International Automated Vehicle Validation Conference (IEEE IAVVC 2025), 2025.

SnowyLane: Robust Lane Detection on Snow-covered Rural Roads Using Infrastructural Elements

by Jörg Gamerdinger, Benedict Wetzel, Patrick Schulz, Sven Teufel, and Oliver Bringmann
In 2025 IEEE Intelligent Transportation Systems Conference (IEEE ITSC 2025), 2025.

CarlaNCAP: A Framework for Quantifying the Safety of Vulnerable Road Users in Infrastructure-Assisted Collective Perception Using EuroNCAP Scenarios

by Jörg Gamerdinger, Sven Teufel, Simon Roller, and Oliver Bringmann
In 2025 IEEE 101st Vehicular Technology Conference:(VTC2025-Spring), 2025.

Compiler-aware AI Hardware Design for Edge Devices

by Paul Palomero Bernardo, Patrick Schmid, Christoph Gerum, and Oliver Bringmann
In Proceedings of the 8th International Workshop on Edge Systems, Analytics and Networking, pages 31–36. Association for Computing Machinery, 2025.

Keywords: edge computing, hardware accelerator, deep learning compiler

Enhanced Anomaly Detection for Capsule Endoscopy Using Ensemble Learning Strategies

by Julia Werner, Christoph Gerum, Jörg Nick, Maxime Le Floch, Franz Brinkmann, Jochen Hampe, and Oliver Bringmann
In 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2025.

Advancing Video Capsule Endoscopy with Edge AI: A Public Multi-Center Capsule Dataset with Multi-Label Annotations

by M Le Floch, J Werner, L Mcintyre, F Wolf, J Steinhäuser, J Hampe, R Langanke, S Kirk, C Stopp, ME Geissler, and others
In Endoscopy 57(S 02): MP061. Georg Thieme Verlag KG, 2025.

Automatic Generation of Fast and Accurate Performance Models for Deep Neural Network Accelerators

by Konstantin Lübeck, Alexander Louis-Ferdinand Jung, Felix Wedlich, Mika Markus Müller, Federico Nicolás Peccia, Felix Thömmes, Jannik Steinmetz, Valentin Biermaier, Adrian Frischknecht, Paul Palomero Bernardo, and Oliver Bringmann
In ACM Trans. Embed. Comput. Syst. 24(2). Association for Computing Machinery, 2025.

Keywords: Deep neural networks, performance estimation, analytical model

2024

Simulation and Detection of Bus-Off Attacks in CAN

by Jo Laufenberg, Heiner Graser, Thomas Kropf, and Oliver Bringmann
In 2024 IEEE Intelligent Vehicles Symposium (IV) (IEEE IV 2024), 2024.

Robust Local and Cooperative Perception Under Varying Environmental Conditions

by Jörg Gamerdinger, Georg Volk, Sven Teufel, Alexander von Bernuth, Stefan Müller, Dennis Hospach, and Oliver Bringmann
In Cooperatively Interacting Vehicles: Methods and Effects of Automated Cooperation in Traffic, pages 113–157. Springer International Publishing, 2024.

SCOPE: A Synthetic Multi-Modal Dataset for Collective Perception Including Physical-Correct Weather Conditions

by Jörg Gamerdinger, Sven Teufel, Patrick Schulz, Stephan Amann, Jan-Patrick Kirchner, and Oliver Bringmann
In 2024 IEEE Intelligent Transportation Systems Conference (IEEE ITSC 2024), 2024.

MR3D-Net: Dynamic Multi-Resolution 3D Sparse Voxel Grid Fusion for LiDAR-Based Collective Perception

by Sven Teufel, Jörg Gamerdinger, Georg Volk, and Oliver Bringmann
In 2024 IEEE Intelligent Transportation Systems Conference (IEEE ITSC 2024), 2024.

Keywords: Collective Perception, Data Fusion, LiDAR-Based Object Detection

LSM: A Comprehensive Metric for Assessing the Safety of Lane Detection Systems in Autonomous Driving

by Jörg Gamerdinger, Sven Teufel, Stephan Amann, Georg Volk, and Oliver Bringmann
In 2024 IEEE 100th Vehicular Technology Conference:(VTC2024-Fall), 2024.

It’s all about PR – Smart Benchmarking AI Accelerators using Performance Representatives

by Alexander Louis-Ferdinand Jung, Jannik Steinmetz, Jonathan Gietz, Konstantin Lübeck, and Oliver Bringmann
Peer-reviewed publication, 2024.

Collective Perception Datasets for Autonomous Driving: A Comprehensive Review

by Sven Teufel, Jörg Gamerdinger, Jan-Patrick Kirchner, Georg Volk, and Oliver Bringmann
In 2024 IEEE Intelligent Vehicles Symposium (IV) (IEEE IV 2024), 2024.

Energy-Efficient Seizure Detection Suitable for Low-Power Applications

by Julia Werner, Bhavya Kohli, Paul Palomero Bernardo, Christoph Gerum, and Oliver Bringmann
In IEEE International Joint Conference on Neural Networks (IJCNN), 2024.

A scalable risc-v hardware platform for intelligent sensor processing

by Paul Palomero Bernardo, Patrick Schmid, Oliver Bringmann, Mohammed Iftekhar, Babak Sadiye, Wolfgang Mueller, Andreas Koch, Eyck Jentzsch, Axel Sauer, Ingo Feldner, and others
In 2024 Design, Automation & Test in Europe Conference & Exhibition (DATE), pages 1–5, 2024.

A Configurable and Efficient Memory Hierarchy for Neural Network Hardware Accelerator

by Oliver Bause, Paul Palomero Bernardo, and Oliver Bringmann
In MBMV 2024; 27. Workshop, pages 31–40, 2024.

Integration and Optimization of EV Charging Processes in a Decentralized Local Energy Trading Market

by Christoph Groβ, Tin Stribor Sohn, and Oliver Bringmann
In 2024 IEEE International Conference on Omni-layer Intelligent Systems (COINS), pages 1–7, 2024.

Keywords: Charging stations, Optimization, Power grids, Smart contracts, Electric vehicle charging, Intelligent systems, Procurement

2023

Towards Sustainable Energy Communities: Local Optimization of Battery Usage in P2P Energy Trading

by Christoph Groß, Florian Gehring, and Oliver Bringmann
In 2023 IEEE International Conference on Omni-layer Intelligent Systems (COINS), pages 1–7. IEEE, 2023.

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

by Julia Werner, Christoph Gerum, Moritz Reiber, Jörg Nick, and Oliver Bringmann
In Machine Learning in Medical Imaging (MLMI), pages 174–183, 2023.

Keywords: Medical Image Analysis, Wireless Capsule Endoscopy, GI Tract Localization

Impacts of Image Compression on the Detection Quality of a Novel Real-Time Image Processing Platform

by Jannik Mehrke, Georg Volk, Yannik Stumpp, Oliver Bringmann, and Anestis Terzis
In 2023 IEEE Intelligent Transportation Systems Conference (IEEE ITSC 2023), 2023.

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

by Sven Teufel, Jörg Gamerdinger, Georg Volk, Christoph Gerum, and Oliver Bringmann
In 2023 IEEE Intelligent Vehicles Symposium (IV) (IEEE IV 2023), 2023.

Keywords: Robust Perception, LiDAR Object Detection, Data Augmentation, Adverse Weather

Collective PV-RCNN: A Novel Fusion Technique using Collective Detections for Enhanced Local LiDAR-Based Perception

by Sven Teufel, Jörg Gamerdinger, Georg Volk, and Oliver Bringmann
In 2023 IEEE Intelligent Transportation Systems Conference (IEEE ITSC 2023), 2023.

Keywords: Collective Perception, Data Fusion, LiDAR-Based Object Detection

Analyzing track management strategies for multi object tracking in cooperative autonomous driving scenarios

by Jörg Gamerdinger, Sven Teufel, Georg Volk, Anna-Lisa Rüeck, and Oliver Bringmann
In at - Automatisierungstechnik 71: 287-294, 2023.

CoLD Fusion: A Real-Time Capable Spline-Based Fusion Algorithm for Collective Lane Detection

by Jörg Gamerdinger, Sven Teufel, Georg Volk, and Oliver Bringmann
In 2023 IEEE Intelligent Vehicles Symposium (IV) (IEEE IV 2023), 2023.

Keywords: Lane Detection, Collective Perception, Autonomous Driving, Data Fusion

CAN Simulation Framework - From Classic CAN to CAN XL

by Jo Laufenberg, Thomas Kropf, and Oliver Bringmann
In 2023 IEEE Intelligent Transportation Systems Conference (IEEE ITSC 2023), 2023.

Attack Simulation and Adaptation in CAN for Training and Evaluation of IDS

by Jo Laufenberg, Susanne Throner, Thomas Kropf, and Oliver Bringmann
In 2023 IEEE Intelligent Vehicles Symposium (IV) (IEEE IV 2023), 2023.

2022

Work-in-Progress: Ultra-fast yet Accurate Performance Prediction for Deep Neural Network Accelerators

by Konstantin Lübeck, Alexander Louis-Ferdinand Jung, Felix Wedlich, and Oliver Bringmann
In 2022 International Conference on Compilers, Architectures, and Synthesis for Embedded Systems (CASES), pages 27-28, 2022.

Keywords: Machine Learning, Neural Networks, Performance Prediction, Neurnal Network Accelerators

Simulating Realistic Rain, Snow, and Fog Variations For Comprehensive Performance Characterization of LiDAR Perception

by Sven Teufel, Georg Volk, Alexander Von Bernuth, and Oliver Bringmann
In 2022 IEEE 95th Vehicular Technology Conference:(VTC2022-Spring), pages 1–7, 2022.

Environment-aware Optimization of Track-to-Track Fusion for Collective Perception

by Georg Volk, Jörg Gamerdinger, Alexander von Bernuth, Sven Teufel, and Oliver Bringmann
In 2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC) (): 2385-2392, 2022.

Keywords:

The Scale4Edge RISC-V Ecosystem

by Wolfgang Ecker, Peer Adelt, Wolfgang Mueller, Reinhold Heckmann, Milos Krstic, Vladimir Herdt, Rolf Drechsler, Gerhard Angst, Ralf Wimmer, Andreas Mauderer, Rafael Stahl, Karsten Emrich, Daniel Mueller-Gritschneder, Bernd Becker, Philipp Scholl, Eyck Jentzsch, Jan Schlamelcher, Kim Grüttner, Paul Palomero Bernardo, Oliver Bringmann, Mihaela Damian, Julian Oppermann, Andreas Koch, Jörg Bormann, Johannes Partzsch, Christian Mayr, and Wolfgang Kunz
In 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE), pages 808-813, 2022.

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

by Christoph Gerum, Adrian Frischknecht, Paul Palomero Bernardo, Tobias Hald, Konstantin Lübeck, and Oliver Bringmann
In 2022 25th Euromicro Conference on Digital System Design (DSD), pages 1-8, 2022.

Keywords: Machine Learning, Neural Networks, AutoML, Neural Architecture Search

HW-Aware Initialization of DNN Auto-Tuning to Improve Exploration Time and Robustness

by Dennis Rieber, Moritz Reiber, Oliver Bringmann, and Holger Fröning
Peer-reviewed publication. arXiv, 2022.

Keywords: Machine Learning (cs.LG), Performance (cs.PF), FOS: Computer and information sciences, FOS: Computer and information sciences

A Framework for CAN Communication and Attack Simulation

by Jo Laufenberg, Thomas Kropf, and Oliver Bringmann
In 2022 IEEE 95th Vehicular Technology Conference:(VTC2022-Spring), pages 1–7, 2022.

2021

Behavior of Keyword Spotting Networks Under Noisy Conditions

by Anwesh Mohanty, Adrian Frischknecht, Christoph Gerum, and Oliver Bringmann
In International Conference on Artificial Neural Networks (ICANN), 2021.

Keywords: Keyword spotting, High noise conditions, Adaptive batch normalization, Sinc convolution network, Temporal convolution ResNet.

Scenario-Aware Program Specialization for Timing Predictability

by Joscha Benz and Oliver Bringmann
In ACM Trans. Archit. Code Optim. 18(4). Association for Computing Machinery, 2021.

Keywords: analyzability, worst-case execution time, Predictability, timing analysis

Multi-Objective Optimisation of the Operation Schedule of POWER Plants Using Artificial Intelligence

by Johannes Mast, Stefan Rädle, Joachim Gerlach, and Oliver Bringmann
In CIRED-Open Access Proceedings Journal 2020(1): 469–472. IET Digital Library, 2021.

Increasing Reliability Using Adaptive Cross-Layer Techniques in DRPs: Just-Safe-Enough Responses to Reliability Threats

by Johannes Maximilian Kühn, Oliver Bringmann, and Wolfgang Rosenstiel
In Dependable Embedded Systems, pages 121–138. Springer, Cham, 2021.

Towards Realistic Evaluation of Collective Perception for Connected and Automated Driving

by Georg Volk, Quentin Delooz, Florian A. Schiegg, Alexander von Bernuth, Andreas Festag, and Oliver Bringmann
In 2021 IEEE International Intelligent Transportation Systems Conference (ITSC), pages 1049–1056. IEEE, 2021.

Augmenting Image Data Sets With Water Spray Caused by Vehicles on Wet Roads

by Alexander von Bernuth, Georg Volk, and Oliver Bringmann
In 2021 IEEE International Intelligent Transportation Systems Conference (ITSC), pages 3055–3060. IEEE, 2021.

Adapting ImageNet-Scale Models to Complex Distribution Shifts with Self-Learning

by Evgenia Rusak, Steffen Schneider, Peter Gehler, Oliver Bringmann, Wieland Brendel, and Matthias Bethge
In arXiv preprint arXiv:2104.12928, 2021.

Automated HW/SW Co-Design for Edge AI: State, Challenges and Steps Ahead

by 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 Prebeck, and Muhammad Shafique
In Proceedings of the 2021 International Conference on Hardware/Software Codesign and System Synthesis, pages 11–20. Association for Computing Machinery, 2021.

APPEL - AGILA ProPErty and Dependency Description Language

by Christoph Grimm, Frank Wawrzik, Alexander Jung, Konstantin Luebeck, Sebastian Post, Johannes Koch, and Oliver Bringmann
In Proceedings Methoden und Beschreibungssprachen zur Modellierung und Verifikation von Schaltungen und Systemen (MBMV) Workshop 2021, 2021.

Computational Intelligence Based Optimization of Hierarchical Virtual Power Plants

by Stefan Rädle, Johannes Mast, Gerlach Joachim, and Oliver Bringmann
In Energy Systems 12(2): 517–544. Springer Nature BV, 2021.

Purely Inertial Navigation with a Low-Cost MEMS Sensor Array

by Lukas Blocher, Wolfram Mayer, Marco Arena, Dušan Radović, Tobias Hiller, Joachim Gerlach, and Oliver Bringmann
In 2021 IEEE International Symposium on Inertial Sensors and Systems (INERTIAL), pages 1–4. IEEE, 2021.

Accurate LLVM IR to Binary CFGs Mapping for Simulation of Optimized Embedded Software

by Alessandro Cornaglia, Alexander Viehl, and Oliver Bringmann
In International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation (SAMOS), 2021.

2020

Statistical Analysis of Bistatic Radar Ground Clutter for Different German Rural Environments

by Michael Kohler, Daniel W O’Hagan, Matthias Weiss, David Wegner, Josef Worms, and Oliver Bringmann
In Sensors 20(11): 3311. Multidisciplinary Digital Publishing Institute, 2020.

Empirical Calibration Coefficient Estimation in the Context of Multi-Functional Rf Systems

by Michael Kohler, Daniel O’Hagan, Josef Worms, and Oliver Bringmann
In 2020 IEEE Radar Conference (RadarConf20), pages 1–5. IEEE, 2020.

A Multifunctional Broadband Receiver for Bistatic X-Band Radar Measurements

by Michael Kohler, Vichet Duk, Matthias Weiss, Wojciech Brodowski, Josef Worms, Daniel O’Hagan, and Oliver Bringmann
In 2020 IEEE International Radar Conference (RADAR), pages 918–922. IEEE, 2020.

Statistical Analysis of Bistatic Rural Terrain Clutter

by Michael Kohler, Vichet Duk, Matthias Weiss, Josef Worms, Jochen Schell, Daniel O’Hagan, and Oliver Bringmann
In 2020 21st International Radar Symposium (IRS), pages 205–210. IEEE, 2020.

A Computational Intelligence Based Approach for Optimized Operation Scheduling of Energy Plants

by Johannes Mast, Stefan Rädle, Joachim Gerlach, and Oliver Bringmann
In at-Automatisierungstechnik 68(2): 118–129. De Gruyter Oldenbourg, 2020.

Multipath Temporal Convolutional Network for Remaining Useful Life Estimation

by Ivan Melendez-Vazquez, Rolando Doelling, and Oliver Bringmann
In 2020 IEEE International Conference on Big Data (Big Data), pages 4137–4146. IEEE, 2020.

Lemons: Leveraging Model-Based Techniques to Enable Non-Intrusive Semantic Enrichment in Wireless Sensor Networks

by Jan Novacek, Arthur Kühlwein, Sebastian Reiter, Alexander Viehl, Oliver Bringmann, and Wolfgang Rosenstiel
In 2020 46th Euromicro Conference on Software Engineering and Advanced Applications (SEAA), pages 561–568. IEEE, 2020.

Gate-Level Models for Fast Cross-Level Power Density Estimation

by Philipp Schlicker and Oliver Bringmann
In Proceedings of the 2020 on Great Lakes Symposium on VLSI, pages 507–512, 2020.

Improving Robustness against Common Corruptions by Covariate Shift Adaptation

by Steffen Schneider, Evgenia Rusak, Luisa Eck, Oliver Bringmann, Wieland Brendel, and Matthias Bethge
In Advances in Neural Information Processing Systems 33, 2020.

Increasing the Robustness of DNNs against Image Corruptions by Playing the Game of Noise

by Evgenia Rusak, Lukas Schott, Roland S Zimmermann, Julian Bitterwolf, Oliver Bringmann, Matthias Bethge, and Wieland Brendel
Peer-reviewed publication, 2020.

Exploration of Computational Intelligence Strategies for Increasing the Degree of Self-Sufficiency of Microgrids

by Stefan Raedle, Johannes Mast, Joachim Gerlach, and Oliver Bringmann
In NEIS 2020; Conference on Sustainable Energy Supply and Energy Storage Systems, pages 1–8. VDE, 2020.

A Comprehensive Safety Metric to Evaluate Perception in Autonomous Systems

by Georg Volk, Jörg Gamerdinger, Alexander von Bernuth, and Oliver Bringmann
In 2020 IEEE 23rd International Conference on Intelligent Transportation Systems (ITSC), pages 1-8, 2020.

Keywords: Measurement, Safety, Object detection, Autonomous vehicles, Roads, Real-time systems, Benchmark testing

Security Requirement Modeling for a Secure Energy Trading Platform

by Yasamin Mahmoodi, Christoph Groß, Sebastian Reiter, Alexander Viehl, and Oliver Bringmann
In CYBER 2020 : The Fifth International Conference on Cyber-Technologies and Cyber-Systems, pages 6. IARIA, 2020.

UltraTrail: A Configurable Ultra-Low Power TC-ResNet AI Accelerator for Efficient Keyword Spotting

by Paul Palomero Bernardo, Christoph Gerum, Adrian Frischknecht, Konstantin Lübeck, and Oliver Bringmann
In 2020 IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), pages 1-12, 2020.

enerDAG – Towards a DLT-based Local Energy Trading Platform

by Christoph Groß, Mark Schwed, Stefan Mueller, and Oliver Bringmann
In 2020 International Conference on Omni-layer Intelligent Systems (COINS), pages 1–8. IEEE, 2020.

A Simple Way to Make Neural Networks Robust against Diverse Image Corruptions

by Evgenia Rusak, Lukas Schott, Roland S Zimmermann, Julian Bitterwolf, Oliver Bringmann, Matthias Bethge, and Wieland Brendel
In European Conference on Computer Vision, pages 53–69. Springer, Cham, 2020.

Automated Graph-Based Fault Injection Into Virtual Prototypes for Robustness Evaluation

by Jo Laufenberg, Thomas Kropf, and Oliver Bringmann
In 25 IEEE European Test Symposium ETS (): , 2020.

Automated Graph-Guided Fault Injection Strategies for Robustness Evaluation using Virtual Prototypes

by Jo Laufenberg, Thomas Kropf, and Oliver Bringmann
In 30th European Safety and Reliability Conference and 15th Probabilistic Safety Assessment and Management Conference (ESREL2020 PSAM15), pages 2701-2708, 2020.

Intrusion Detection System for CAN using Simple Neural Networks

A New Method for Detecting Leaks in MEMS Accelerometers at Wafer-Level

by Ulrich Baehr, Marvin Freier, Matthew Lewis, Wolfgang Rosenstiel, and Oliver Bringmann
In 2020 IEEE Sensors, pages 1–4. IEEE, 2020.

Frequency Induced Stiction for MEMS Accelerometers

by Ulrich Baehr, Marvin Freier, Matthew Lewis, Markus Linck-Lescanne, Christian Budak, Wolfgang Rosenstiel, and Oliver Bringmann
In Journal of Microelectromechanical Systems 29(3): 285–295. IEEE, 2020.

An Experimental Localization Sensor Platform for Enhanced Initial Heading Estimation

by Lukas Blocher, Fedor Baklanov, Tobias Hiller, Marko Rocznik, Joachim Gerlach, and Oliver Bringmann
In 2020 IEEE International Symposium on Inertial Sensors and Systems (INERTIAL), pages 1–2. IEEE, 2020.

Wolfgang Rosenstiel

by Raúl Camposano and Oliver Bringmann
In IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems 39(11): 4308–4308. IEEE, 2020.

JIT-Based Context-Sensitive Timing Simulation for Efficient Platform Exploration

by Alessandro Cornaglia, Md Shakib Hasan, Alexander Viehl, Oliver Bringmann, and Wolfgang Rosenstiel
In 2020 25th Asia and South Pacific Design Automation Conference (ASP-DAC), pages 369–374. IEEE, 2020.

A Timed-Value Stream Based ESL Timing and Power Estimation and Simulation Framework for Heterogeneous MPSoCs

by Kim Grüttner, Philipp A Hartmann, Tiemo Fandrey, Kai Hylla, Daniel Lorenz, Stefan Hauck-Stattelmann, Björn Sander, Oliver Bringmann, Wolfgang Nebel, and Wolfgang Rosenstiel
In International Journal of Parallel Programming 48(6): 957–1007. Springer US, 2020.

2019

Source-Level Power Simulation of IoT Firmware for Energy Evaluation

by Michael Kuhn and Oliver Bringmann
In Final Workshop Proceedings, pages 21, 2019.

Development of a Modelling and Simulation Methodology for Hierarchical Energy System Scenarios

by Johannes Mast, Stefan Rädle, Joachim Gerlach, and Oliver Bringmann
In International Journal of Smart Grid and Clean Energy 8(3): 383–391, 2019.

Self-Supervised Multi-Stage Estimation of Remaining Useful Life for Electric Drive Units

by Ivan Melendez, Rolando Doelling, and Oliver Bringmann
In 2019 IEEE International Conference on Big Data (Big Data), pages 4402–4411. IEEE, 2019.

Ant Colony Optimization for Optimized Operation Scheduling of Combined Heat and Power Plants

by Johannes Mast, Stefan Rädle, Joachim Gerlach, and Oliver Bringmann
In International Conference on the Applications of Evolutionary Computation (Part of EvoStar), pages 90–105. Springer, Cham, 2019.

Automated Scheduling for Optimal Parallelization to Reduce the Duration of Vehicle Software Updates

by Roland Herberth, Sidney Körper, Tim Stiesch, Frank Gauterin, and Oliver Bringmann
In IEEE Transactions on Vehicular Technology 68(3): 2921–2933. IEEE, 2019.

Exploration of Artifical Intelligence Approaches for the Integration of E-Mobility Energy Storage Systems into Virtual Power Plants

by Stefan Rädle, Johannes Mast, Joachim Gerlach, and Oliver Bringmann
In 2019 IEEE Milan PowerTech, pages 1–6. IEEE, 2019.

Harmonizing Heterogeneous Diagnostic Data of a Vehicle Fleet for Data-Driven Analytics

by Sidney Körper, Roland Herberth, Frank Gauterin, and Oliver Bringmann
In 2019 IEEE International Conference on Connected Vehicles and Expo (ICCVE), pages 1–6. IEEE, 2019.

Delay Estimation for Time Synchronization of a Bistatic Transfer Function Measurement Setup to Single Received Pulses

by Michael Kohler, Alexander Saam, Josef Worms, Daniel W O’Hagan, Jan Novacek, and Oliver Bringmann
In 2019 Signal Processing: Algorithms, Architectures, Arrangements, and Applications (SPA), pages 62–66. IEEE, 2019.

Wideband Direction of Arrival Estimation Using Monopulse in Rotman Lens Beamspace

by Michael Kohler, Alexander Saam, Josef Worms, Daniel W O’Hagan, and Oliver Bringmann
In 2019 International Radar Conference (RADAR), pages 1–5. IEEE, 2019.

External Timebase Trials for Phase Coherency of a Bistatic Transfer Function Measurement Setup

by Michael Kohler, Matthias Weiss, Alexander Saam, Josef Worms, Daniel W O’Hagan, and Oliver Bringmann
In 2019 Signal Processing Symposium (SPSympo), pages 319–322. IEEE, 2019.

Bridging XML and UML-An Automated Framework.

by Arthur Kühlwein, Sebastian Reiter, Wolfgang Rosenstiel, and Oliver Bringmann
In MODELSWARD, pages 378–385, 2019.

Firmware Synthesis for Ultra-Thin IoT Devices Based on Model Integration

by Arthur Kühlwein, Anton Paule, Leon Hielscher, Wolfgang Rosenstiel, and Oliver Bringmann
In 2019 ACM/IEEE 22nd International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C), pages 339–346. IEEE, 2019.

Exploration of Machine Learning Methods for Predicting the Operation Schedule of a Combined Heat and Power Plant

by Johannes Mast, Stefan Rädle, Joachim Gerlach, and Oliver Bringmann
In 2019 IEEE Milan PowerTech, pages 1–6. IEEE, 2019.

ReMCW: Reduced Bandwidth FMCW Radar for Autonomous Driving

by Kumar Vijay Mishra, Zora Slavik, and Oliver Bringmann
In 2019 53rd Asilomar Conference on Signals, Systems, and Computers, pages 1427–1431. IEEE, 2019.

Fault Diagnosis Approach for Pedelec Drive Units Based on Support Vector Machines

by Ivan Melendez Vazquez, Rolando Doelling, and Oliver Bringmann
In 2019 International Conference on Control, Automation and Diagnosis (ICCAD), pages 1–6. IEEE, 2019.

Ecosystem for Agile Design of Future-Proof RISC-V Based IoT-Devices

by Leon Hielscher, Frederik Haxel, Arthur Kühlwein, Sebastian Reiter, Alexander Viehl, Oliver Bringmann, and Wolfgang Rosenstiel
In Final Workshop Proceedings, pages 35, 2019.

Approaches for Interference-Proof Future Radar Systems

by Zora Slavik, Oliver Bringmann, and Wolfgang Rosenstiel
In 2019 URSI Asia-Pacific Radio Science Conference (AP-RASC), pages 1–1. IEEE, 2019.

Systematic RISC-V based Firmware Design

by Vladimir Herdt, Daniel Große, Rolf Drechsler, Christoph Gerum, Alexander Jung, Joscha Benz, Oliver Bringmann, Michael Schwarz, Dominik Stoffel, and Wolfgang Kunz
In 2019 Forum for Specification and Design Languages, FDL 2019, Southampton, United Kingdom, September 2-4, 2019, 2019.

Environment-aware Development of Robust Vision-based Cooperative Perception Systems

by Georg Volk, Alexander von Bernuth, and Oliver Bringmann
In 2019 IEEE Intelligent Vehicles Symposium (IV), 2019.

Fully-automated Synthesis of Power Management Controllers from UPF

by Dustin Peterson and Oliver Bringmann
In Proceedings of the 24th Asia and South Pacific Design Automation Conference, pages 76–81. ACM, 2019.

Keywords: power design, power management, unified power format

Power-Gating Models for Rapid Design Exploration

by Dustin Peterson and Oliver Bringmann
In 17th IEEE International New Circuits and Systems Conference (In Press), 2019.

A Heterogeneous and Reconfigurable Embedded Architecture for Energy-Efficient Execution of Convolutional Neural Networks

by Konstantin Lübeck and Oliver Bringmann
In Architecture of Computing Systems (ARCS 2019), 2019.

Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming

by Claudio Michaelis, Benjamin Mitzkus, Robert Geirhos, Evgenia Rusak, Oliver Bringmann, Alexander S. Ecker, Matthias Bethge, and Wieland Brendel
In CoRR abs/1907.07484, 2019.

Simulating Photo-Realistic Snow and Fog on Existing Images for Enhanced CNN Training and Evaluation

by Alexander von Bernuth, Georg Volk, and Oliver Bringmann
In 2019 IEEE Intelligent Transportation Systems Conference (ITSC), pages 41-46, 2019.

Towards Robust CNN-Based Object Detection through Augmentation with Synthetic Rain Variations

by Georg Volk, Stefan Müller, Alexander von Bernuth, Dennis Hospach, and Oliver Bringmann
In 2019 IEEE Intelligent Transportation Systems Conference (ITSC), pages 285-292, 2019.

Ontology-Based Requirements Transformation

by Jan Novacek, Alexander Viehl, Oliver Bringmann, and Wolfgang Rosenstiel
In 2019 International Symposium on Systems Engineering (ISSE), pages 1–8. IEEE, 2019.

Automated Sensor Firmware Development-Generation, Optimization, and Analysis

by Jens Rudolf, Manuel Strobel, Joscha Benz, Christian Haubelt, Martin Radetzki, and Oliver Bringmann
In MBMV 2019; 22nd Workshop-Methods and Description Languages for Modelling and Verification of Circuits and Systems, pages 1–12. VDE, 2019.

Modeltime: Fully Automated Timing Exploration of Simulink Models for Embedded Processors

by Alessandro Cornaglia, Shakib Hasan, Alexander Viehl, Oliver Bringmann, and Wolfgang Rosenstiel
In 10th GMM-Symposium Automotive Meets Electronics (AmE), pages 1–6. VDE, 2019.

Simultime: Context-Sensitive Timing Simulation on Intermediate Code Representation for Rapid Platform Explorations

by Alessandro Cornaglia, Alexander Viehl, Oliver Bringmann, and Wolfgang Rosenstiel
In Proceedings of the 24th Asia and South Pacific Design Automation Conference, pages 526–531, 2019.

2018

Using Sysml for Modelling and Code Generation for Smart Sensor Asics

by Aljoscha Kirchner, Jan-Hendrik Oetjens, and Oliver Bringmann
In 2018 Forum on Specification & Design Languages (FDL), pages 5–16. IEEE, 2018.

Systemc-Based Performance Analysis of Embedded Systems

by Jürgen Schnerr, Oliver Bringmann, Matthias Krause, Alexander Viehl, and Wolfgang Rosentiel
In Model-Based Design for Embedded Systems, pages 51–80. CRC Press, 2018.

Implications and Methods for Co-Existing Automotive Radar and Communication Systems

by Zora Slavik, Oliver Bringmann, Wolfgang Rosenstiel, and Yonina C Eldar
In 2018 52nd Asilomar Conference on Signals, Systems, and Computers, pages 952–956. IEEE, 2018.

Model-Guided Security Analysis of Interconnected Embedded Systems.

by Yasamin Mahmoodi, Sebastian Reiter, Alexander Viehl, Oliver Bringmann, and Wolfgang Rosenstiel
In MODELSWARD, pages 602–609, 2018.

Detecting non-functional circuit activity in SoC designs

by Dustin Peterson, Yannick Boekle, and Oliver Bringmann
In 2018 23rd Asia and South Pacific Design Automation Conference (ASP-DAC) (): 464-469, 2018.

Keywords: clocks, embedded systems, integrated circuit design, system-on-chip, SoC designs, RTL design, internal graph representation, open source processor, commercial RTL simulator, average register toggle activity, exact same circuit output, clock gating architecture, commercial ASIP, nonfunctional circuit activity detection, Registers, Integrated circuit modeling, Clocks, Databases, Tools, Transfer functions, Boolean functions

Attack Surface Modeling and Assessment for Penetration Testing of IoT System Designs

by Yasamin Mahmoodi, Sebastian Reiter, Alexander Viehl, Oliver Bringmann, and Wolfgang Rosenstiel
In 2018 21st Euromicro Conference on Digital System Design (DSD), pages 177–181. IEEE, 2018.

Measurements Revealing Challenges in Radar Sensor Modeling for Virtual Validation of Autonomous Driving

by Martin Holder, Philipp Rosenberger, Hermann Winner, Thomas D’hondt, Vamsi Prakash Makkapati, Michael Maier, Helmut Schreiber, Zoltan Magosi, Zora Slavik, Oliver Bringmann, and others
In 2018 21st International Conference on Intelligent Transportation Systems (ITSC), pages 2616–2622. IEEE, 2018.

Rendering Physically Correct Raindrops on Windshields for Robustness Verification of Camera-based Object Recognition

by Alexander von Bernuth, Georg Volk, and Oliver Bringmann
In 2018 IEEE Intelligent Vehicles Symposium (IV), pages 922–927, 2018.

Advancing Source-Level Timing Simulation using Loop Acceleration

by Joscha Benz, Christoph Gerum, and Oliver Bringmann
In 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE), pages 1393–1398. IEEE, 2018.

An Artificial Neural Network for Automated Fault Detection

by Evgenia Rusak, Julian Bitterwolf, Sebastian Reiter, Alexander Viehl, and Oliver Bringmann
Peer-reviewed publication, pages 141–147, 2018.

A Software Reconfigurable Assertion Checking Unit for Run-Time Error Detection.

by Y. Zhou, S. Burg, O. Bringmann, and W. Rosenstiel
In European Test Symposium (ETS), 2018.

CTEF: Collaborative Technology Evaluation Framework

by Ali Ahari, Jan Novacek, Alexander Viehl, Oliver Bringmann, and Wolfgang Rosenstiel
In 2018 IEEE International Systems Engineering Symposium (ISSE), pages 1–7. IEEE, 2018.

Evaluating Optical Flow Vectors Under Varying Computer-Generated Snow Intensities and Pixel Density for Autonomous Vehicles

by Vikas Agrawal, Marcel Frueh, Oliver Bringmann, and Wolfgang Rosenstiel
In 2018 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W), pages 247–254. IEEE, 2018.

Mission Profile-Based Assessment of Semiconductor Technologies for Automotive Applications

by Ali Ahari, Alexander Viehl, Oliver Bringmann, and Wolfgang Rosenstiel
In Microelectronics Reliability 91: 129–138. Pergamon, 2018.

Rapid Sensitivity Curve Measurement for MEMS Accelerometers

by Ulrich Baehr, Marvin Freier, Matthew Lewis, Wolfgang Rosenstiel, and Oliver Bringmann
In 2018 12th International Conference on Sensing Technology (ICST), pages 77–82. IEEE, 2018.

An Artificial Neural Network for Automated Fault Detection

by Julian Bitterwolf, Evgenia Rusak, Sebastian Reiter, Alexander Viehl, and Oliver Bringmann
Peer-reviewed publication, pages 141, 2018.

Eingebettete Systeme – Entwurf, Modellierung Und Synthese

by Oliver Bringmann, Walter Lange, and Martin Bogdan
. De Gruyter Oldenbourg, 2018.

Ontology-Supported Design Parameter Management for Change Impact Analysis

by Jan Novacek, Ali Ahari, Alessandro Cornaglia, Frederik Haxel, Alexander Viehl, Oliver Bringmann, and Wolfgang Rosenstiel
In 2018 44th Euromicro Conference on Software Engineering and Advanced Applications (SEAA), pages 9–16. IEEE, 2018.

2017

SEMF-The Semantic Engineering Modeling Framework

by Tobias Hoppe, Harald Eisenmann, Alexander Viehl, and Oliver Bringmann
In 5th International Conference on Model-Driven Engineering and Software Development (MODELSWARD), pages 293–301, 2017.

Constraining Graph-based Test Case Generation by Fitness Landscaping

by Stefan Mueller, Jo Laufenberg, Joachim Gelrach, Thomas Kropf, and Oliver Bringmann
In 2017 Design, Automation Test in Europe Conference Exhibition DATE – REES Workshop, pages 52-54, 2017.

Energy-Efficiency Optimization of Torque Vectoring Control for Battery Electric Vehicles

by Stefan Koehler, Alexander Viehl, Oliver Bringmann, and Wolfgang Rosenstiel
In IEEE Intelligent Transportation Systems Magazine 9(3): 59–74. IEEE, 2017.

Context-sensitive timing automata for fast source level simulation

by Sebastian Ottlik, Christoph Gerum, Alexander Viehl, Wolfgang Rosenstiel, and Oliver Bringmann
In Design, Automation & Test in Europe Conference & Exhibition, DATE 2017, Lausanne, Switzerland, March 27-31, 2017, pages 512–517, 2017.

Timing Models for Fast Embedded Software Performance Analysis

by Oliver Bringmann, Christoph Gerum, and Sebastian Ottlik
In Handbook of Hardware/Software Codesign, pages 655–682, 2017.

Verification of Component Fault Trees Using Error Effect Simulations

by Sebastian Reiter, Marc Zeller, Kai Höfig, Alexander Viehl, Oliver Bringmann, and Wolfgang Rosenstiel
In International Symposium on Model-Based Safety and Assessment, pages 212–226. Springer, Cham, 2017.

Functional Safety of Sensor Systems in a Virtual Driving Environment

by Dennis Hospach, Stefan Mueller, and Oliver Bringmann
In AAET - Automatisiertes und vernetztes Fahren, pages 49–66, 2017.

Digital Space Systems Engineering through Semantic Data Models

by Tobias Hoppe, Harald Eisenmann, Alexander Viehl, and Oliver Bringmann
In 2017 IEEE International Conference on Software Architecture (ICSA), pages 93–96. IEEE, 2017.

Guided Systems Engineering by Profiled Ontologies

by Tobias Hoppe, Harald Eisenmann, Alexander Viehl, and Oliver Bringmann
In 2017 IEEE International Systems Engineering Symposium (ISSE), pages 1–6. IEEE, 2017.

Ways of Improving the Precision of Eye Tracking Data: Controlling the Influence of Dirt and Dust on Pupil Detection

by W. Fuhl, T. C. Kübler, D. Hospach, O. Bringmann, W. Rosenstiel, and E. Kasneci
In Journal of Eye Movement Research 10(3), 2017.

Advanced System-Level Design for Automated Driving

by Jan Micha Borrmann, Sebastian Ottlik, Alexander Viehl, Oliver Bringmann, and Wolfgang Rosenstiel
In Automated Driving, pages 285–311. Springer, Cham, 2017.

Verification of Component Fault Trees Using Error Effect Simulations

by Oliver Bringmann and Wolfgang Rosenstiel
In Model-Based Safety and Assessment: 5th International Symposium, IMBSA 2017, Trento, Italy, September 11–13, 2017, Proceedings 10437: 212. Springer, 2017.

Shifting from Data Handling to Knowledge Engineering in Aerospace Industry

by Tobias Hoppe, Harald Eisenmann, Alexander Viehl, and Oliver Bringmann
In 2017 IEEE International Systems Engineering Symposium (ISSE), pages 1–6. IEEE, 2017.

Precise Software Timing Simulation Considering Execution Contexts.

by Oliver Bringmann, Sebastian Ottlik, and Alexander Viehl
, 2017.

Reasoning-Supported Robustness Validation of Automotive E/E Components

by Jan Novacek, Alexander Viehl, Oliver Bringmann, and Wolfgang Rosenstiel
In International Journal of Semantic Computing 11(04): 473–496. World Scientific Publishing Company, 2017.

2016

Fault Injection Ecosystem for Assisted Safety Validation of Automotive Systems

by Sebastian Reiter, Alexander Viehl, Oliver Bringmann, and Wolfgang Rosenstiel
In 2016 IEEE International High Level Design Validation and Test Workshop (HLDVT), pages 62–69. IEEE, 2016.

An Application Case Study of State-Based Power Optimization with Partial Networking

by Wei Hong, Alexander Viehl, Oliver Bringmann, and Wolfgang Rosenstiel
In 2016 IEEE 19th International Conference on Intelligent Transportation Systems (ITSC), pages 2313–2318. IEEE, 2016.

Leveraging FDSOI through Body Bias Domain Partitioning and Bias Search

by Johannes Maximilian Kühn, Hideharu Amano, Wolfgang Rosenstiel, and Oliver Bringmann
In 2016 53nd ACM/EDAC/IEEE Design Automation Conference (DAC), pages 1–6. IEEE, 2016.

Linebased End-to-Display Encryption for Secure Documents

by S. Burg, P. Channakeshava, and O. Bringmann
In IEEE International Conference on Identity, Security and Behavior Analysis, 2016.

Eine Tcl-Basierte Methode Zur Fehlerinjektion Und Fehlereffektsimulation/-Emulation Auf Xilinx-Fpgas

by T. Schweizer, M. Simsek, O. Bringmann, and W. Rosenstiel
In Proceedings Methoden Und Beschreibungssprachen Zur Modellierung Und Verifikation von Schaltungen Und Systemen (MBMV) Workshop 2016, 2016.

A Methodology for Deriving Conceptual Data Models from Systems Engineering Artefacts

by Christian Hennig, Harald Eisenmann, Alexander Viehl, and Oliver Bringmann
In 2016 4th International Conference on Model-Driven Engineering and Software Development (MODELSWARD), pages 497–508. IEEE, 2016.

SCDML: A Language for Conceptual Data Modeling in Model-Based Systems Engineering

by Christian Hennig, Tobias Hoppe, Harald Eisenmann, Alexander Viehl, and Oliver Bringmann
In 2016 4th International Conference on Model-Driven Engineering and Software Development (MODELSWARD), pages 184–192. IEEE, 2016.

Adaptive Control of the Heating System for Optimized Energy Consumption in Electric Vehicles

by Rhea Valentina, Alexander Viehl, Oliver Bringmann, and Wolfgang Rosenstiel
In 2016 Euromicro Conference on Digital System Design (DSD), pages 607–612. IEEE, 2016.

Compressive Sensing-Based Noise Radar for Automotive Applications

by Zora Slavik, Alexander Viehl, Thomas Greiner, Oliver Bringmann, and Wolfgang Rosenstiel
In 2016 12th IEEE International Symposium on Electronics and Telecommunications (ISETC), pages 17–20. IEEE, 2016.

Accelerating Source-Level Timing Simulation

by Simon Schulz and Oliver Bringmann
In 2016 Design, Automation & Test in Europe Conference & Exhibition (DATE), pages 1574–1579. IEEE, 2016.

Safety Consideration in State-Based Power Optimization with Partial Networking-A Case Study

by Wei Hong, Alexander Viehl, Oliver Bringmann, and Wolfgang Rosenstiel
In 2016 IEEE 19th International Conference on Intelligent Transportation Systems (ITSC), pages 2325–2330. IEEE, 2016.

MuCCRA4-BB: A Fine-Grained Body Biasing Capable DRP

by Johannes Maximilian Kühn, Akram Ben Ahmed, Hayate Okuhara, Hideharu Amano, Oliver Bringmann, and Wolfgang Rosenstiel
In 2016 IEEE Symposium in Low-Power and High-Speed Chips (COOL CHIPS XIX), pages 1–3. IEEE, 2016.

Simulationsbasierte Analyse Energietechnischer Systemszenarien

by Andy Sauter, Joachim Gerlach, and Oliver Bringmann
In MBMV, pages 139–150, 2016.

Impact Analysis of AUTOSAR Energy Saving Mechanisms for Automotive Networks

by Wei Hong, Alexander Viehl, Juguang Lin, Oliver Bringmann, and Wolfgang Rosenstiel
In 2016 IEEE Intelligent Vehicles Symposium (IV), pages 1097–1102. IEEE, 2016.

Trace-Based Context-Sensitive Timing Simulation Considering Execution Path Variations

by Sebastian Ottlik, Jan Micha Borrmann, Sadik Asbach, Alexander Viehl, Wolfgang Rosenstiel, and Oliver Bringmann
In 2016 21st Asia and South Pacific Design Automation Conference (ASP-DAC), pages 159–165. IEEE, 2016.

Neues Konzept zur Steigerung der Zuverlaessigkeit einer ARM-basierten Prozessorarchitektur unter Verwendung eines CGRAs

by Konstantin Luebeck, David Morgenstern, Thomas Schweizer, Dustin Peterson, Wolfgang Rosenstiel, and Oliver Bringmann
In Proceedings Methoden und Beschreibungssprachen zur Modellierung und Verifikation von Schaltungen und Systemen (MBMV) Workshop 2016, 2016.

Combining Graph-based Guidance with Error Effect Simulation for Efficient Safety Analysis

by Jo Laufenberg, Sebastian Reiter, Alexander Viehl, Oliver Bringmann, Thomas Kropf, and Wolfgang Rosenstiel
In 2016 Design, Automation and Test in Europe Conference and Exhibition DATE (): 1132-1135, 2016.

Verfahren und System zur Verschlüsselung von Tastendrücken DE 10 2015 210 573 A1

by Sebastian Burg, Oliver Bringmann, and Dustin Peterson
In Deutsches Patent- und Markenamt, 2016.

SMoSi: A framework for the derivation of sleep mode traces from RTL simulations

by Dustin Peterson and Oliver Bringmann
In 2016 21st Asia and South Pacific Design Automation Conference (ASP-DAC) (): 330-335, 2016.

Keywords: integrated circuit design, integrated circuit modelling, low-power electronics, SMoSi, sleep mode trace generation, RTL simulations, idle time identification, power optimization, Ports (Computers), Redundancy, Transfer functions, Boolean functions, Data structures, Registers, Databases

Simulation of Falling Rain for Robustness Testing of Video-Based Surround Sensing Systems

by Dennis Hospach, Stefan Mueller, Wolfgang Rosenstiel, and Oliver Bringmann
In Proceedings of the 2016 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2016.

2015

On Languages for Conceptual Data Modeling in Multi-Disciplinary Space Systems Engineering

by Christian Hennig, Harald Eisenmann, Alexander Viehl, and Oliver Bringmann
In 2015 3rd International Conference on Model-Driven Engineering and Software Development (MODELSWARD), pages 384–393. IEEE, 2015.

Safe and Efficient Runtime Resource Management in Heterogeneous Systems for Automated Driving

by Jan Micha Borrmann, Frederik Haxel, Alexander Viehl, Oliver Bringmann, and Wolfgang Rosenstiel
In 2015 IEEE 18th International Conference on Intelligent Transportation Systems, pages 353–360. IEEE, 2015.

Fined-Grained Body Biasing for Frequency Scaling in Advanced Soi Processes

by Johannes Maximilian Kühn, Hideharu Amano, Oliver Bringmann, and Wolfgang Rosenstiel
In 2015 IEEE Symposium in Low-Power and High-Speed Chips (COOL CHIPS XVIII), pages 1–3. IEEE, 2015.

The next Generation of Virtual Prototyping: Ultra-Fast yet Accurate Simulation of HW/SW Systems

by Oliver Bringmann, Wolfgang Ecker, Andreas Gerstlauer, Ajay Goyal, Daniel Mueller-Gritschneder, Prasanth Sasidharan, and Simranjit Singh
In 2015 Design, Automation & Test in Europe Conference & Exhibition (DATE), pages 1698–1707. IEEE, 2015.

Exploiting Pretended Networking for Energy Saving in Automotive Networks

by Wei Hong, Salman Siddiqui, Alexander Viehl, Oliver Bringmann, and Wolfgang Rosenstiel
In 2015 IEEE 18th International Conference on Intelligent Transportation Systems, pages 2587–2593. IEEE, 2015.

White-Box Error Effect Simulation for Assisted Safety Analysis

by Sebastian Reiter, Alexander Viehl, Oliver Bringmann, and Wolfgang Rosenstiel
In 2015 Euromicro Conference on Digital System Design, pages 534–538. IEEE, 2015.

Source level performance simulation of GPU cores

by Christoph Gerum, Oliver Bringmann, and Wolfgang Rosenstiel
In Proceedings of the 2015 Design, Automation & Test in Europe Conference & Exhibition, DATE 2015, Grenoble, France, March 9-13, 2015, pages 217–222, 2015.

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

by Christoph Gerum, Wolfgang Rosenstiel, and Oliver Bringmann
In 2015 International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation, SAMOS 2015, Samos, Greece, July 19-23, 2015, pages 18–25, 2015.

Fehlereffektsimulation Mittels Virtueller Prototypen

by S Reiter, M Becker, O Bringmann, A Burger, M Chaari, R Drechsler, W Ecker, T Kruse, C Kuznik, J Laufenberg, and others
In 27. Workshop Für Testmethoden Und Zuverlässigkeit von Schaltungen Und Systemen (TuZ 2015), 2015.

Fast Software Performance Evaluation for Embedded Hardware in Componentbased Embedded Systems.

by Michael Pressler, Alexander Viehl, Oliver Bringmann, and Wolfgang Rosenstiel
In Software Engineering & Management, pages 47–48, 2015.

State-Based Power Optimization Using Mixed-Criticality Filter for Automotive Networks

by Wei Hong, Otto Hucke, Andreas Burger, Alexander Viehl, Oliver Bringmann, and Wolfgang Rosenstiel
In 2015 IEEE Intelligent Vehicles Symposium (IV), pages 773–778. IEEE, 2015.

Framework for Varied Sensor Perception in Virtual Prototypes

by Stefan Mueller, Dennis Hospach, Joachim Gerlach, Oliver Bringmann, and Wolfgang Rosenstiel
In Methoden und Beschreibungssprachen zur Modellierung und Verifikation von Schaltungen und Systemen (MBMV), 2015.

Graph Guided Error Effect Simulation

by Jo Laufenberg, Sebastian Reiter, Alexander Viehl, Oliver Bringmann, and Wolfgang Rosenstiel
In 2015 Embedded Systems Week ESWeek (): , 2015.

Improved Energy Efficiency and Vehicle Dynamics for Battery Electric Vehicles through Torque Vectoring Control

by Stefan Koehler, Alexander Viehl, Oliver Bringmann, and Wolfgang Rosenstiel
In 2015 IEEE Intelligent Vehicles Symposium (IV), pages 749–754. IEEE, 2015.

Systemmodellierung Zur Fehlereffektsimulation

by Andreas Burger, Sebastian Reiter, Alexander Viehl, Oliver Bringmann, and Wolfgang Rosenstiel
Peer-reviewed publication, 2015.

Spatial and temporal granularity limits of body biasing in UTBB-FDSOI

by Johannes M. Kühn, Dustin Peterson, Hideharu Amano, Oliver Bringmann, and Wolfgang Rosenstiel
In 2015 Design, Automation Test in Europe Conference Exhibition (DATE) (): 876-879, 2015.

Keywords: circuit analysis computing, reconfigurable architectures, silicon-on-insulator, temporal granularity, UTBB-FDSOI, SOI technology, performance characteristics, electrical task, substrate potential, dynamic voltage scaling, finer island sizes, body bias islands, body bias combinations, energy efficiency, timing constraints, combination based analysis tool, optimized body bias island partitions, body biasing levels, optimized body bias assignments, dynamic body biasing, dynamically switching body biases, power consumption, additional circuitry, switching overheads, application specific switching strategies, frequency scaling scenario, forward body biasing, dynamic reconfigurable processor, DRP design, Switches, Layout, Clocks, Optimization, Delays, Power demand

End-to-Display Encryption: A Pixel-Domain Encryption with Security Benefit

by Sebastian Burg, Dustin Peterson, and Oliver Bringmann
In Proceedings of the 3rd ACM Workshop on Information Hiding and Multimedia Security, pages 123–128. ACM, 2015.

Keywords: encryption, multimedia, physical security, security

Robustness Evaluation and Improvement for Vision-based Advanced Driver Assistance Systems

by Stefan Mueller, Dennis Hospach, Joachim Gerlach, Oliver Bringmann, and Wolfgang Rosenstiel
In IEEE Intelligent Transportation Systems Conference (ITSC), 2015.

2014

An ESL Timing & Power Estimation and Simulation Framework for Heterogeneous SoCs

by Kim Grüttner, Philipp A Hartmann, Tiemo Fandrey, Kai Hylla, Daniel Lorenz, Stefan Stattelmann, Björn Sander, Oliver Bringmann, Wolfgang Nebel, and Wolfgang Rosenstiel
In 2014 International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation (SAMOS XIV), pages 181–190. IEEE, 2014.

provoSATeur+glucose

by S. Burg, O. Bringmann, and T. Kropf
In Proceedings of SAT Competition 2014: Solver and Benchmark Descriptions B-2014-2. Department of Computer Science Series of Publications, 2014.

miniLoCeG+Glucose

by S. Burg, O. Bringmann, and T. Kropf
In Proceedings of SAT Competition 2014: Solver and Benchmark Descriptions B-2014-2. Department of Computer Science Series of Publications, 2014.

LoCEG: Local Preprocessing in SAT-Solving through Counter-Example Generation

by S. Burg, P. Heckeler, S. Huster, H. Eichelberger, J. Behrend, J. Ruf, T. Kropf, and O. Bringmann
In Workshop Methoden Und Beschreibungssprachen Zur Modellierung Und Verifikation von Schaltungen Und Systemen 17, 2014.

Battery Aging Estimation for Eco-Driving Strategy and Electric Vehicles Sustainability

by Rhea Valentina, Alexander Viehl, Oliver Bringmann, and Wolfgang Rosenstiel
In IECON 2014-40th Annual Conference of the IEEE Industrial Electronics Society, pages 5622–5627. IEEE, 2014.

HVAC System Modeling for Range Prediction of Electric Vehicles

by Rhea Valentina, Alexander Viehl, Oliver Bringmann, and Wolfgang Rosenstiel
In 2014 IEEE Intelligent Vehicles Symposium Proceedings, pages 1145–1150. IEEE, 2014.

Mission Profile Aware Robustness Assessment of Automotive Power Devices

by Thomas Nirmaier, Andreas Burger, Manuel Harrant, Alexander Viehl, Oliver Bringmann, Wolfgang Rosenstiel, and Georg Pelz
In 2014 Design, Automation & Test in Europe Conference & Exhibition (DATE), pages 1–6. IEEE, 2014.

STELLaR - A Case-Study on Systematically Embedding a Traffic Light Recognition

by Jan Micha Borrmann, Frederik Haxel, Dennis Nienhüser, Alexander Viehl, J Marius Zöllner, Oliver Bringmann, and Wolfgang Rosenstiel
In 17th International IEEE Conference on Intelligent Transportation Systems (ITSC), pages 1258–1265. IEEE, 2014.

Constraint-Based Platform Variants Specification for Early System Verification

by Andreas Burger, Alexander Viehl, Andreas Braun, Finn Haedicke, Daniel Große, Oliver Bringmann, and Wolfgang Rosenstiel
In 2014 19th Asia and South Pacific Design Automation Conference (ASP-DAC), pages 800–805. IEEE, 2014.

Mission Profile Gestützter Entwurf von Automobilelektronik

by Andreas Burger, Goeran Jerke, Stefan Straube, Daniel Hahn, Ulrich Abelein, Oliver Bringmann, and Wolfgang Rosenstiel
In EDA Workshop, Hannover, 2014.

Safety Evaluation of Automotive Electronics Using Virtual Prototypes: State of the Art and Research Challenges

by J-H Oetjens, Nico Bannow, Markus Becker, Oliver Bringmann, Andreas Burger, Moomen Chaari, Samarjit Chakraborty, Rolf Drechsler, Wolfgang Ecker, Kim Grüttner, and others
In 2014 51st ACM/EDAC/IEEE Design Automation Conference (DAC), pages 1–6. IEEE, 2014.

Energy-Efficient Torque Distribution for Axle-Individually Propelled Electric Vehicles

by Stefan Koehler, Alexander Viehl, Oliver Bringmann, and Wolfgang Rosenstiel
In 2014 IEEE Intelligent Vehicles Symposium Proceedings, pages 1109–1114. IEEE, 2014.

Sicherstellen Semantischer Integrität Im Big Data Umfeld-Problemstellung Und Lösungsansatz

by Tobias Hoppe, Harald Eisenmann, Alexander Viehl, Oliver Bringmann, and Christian Hennig
In Informatik 2014. Gesellschaft für Informatik eV, 2014.

Torque Vectoring Systems to Improve Energy-Efficiency and Vehicle Dynamics

by Stefan Köhler, Sebastian Droll, Oliver Bringmann, and Urban Brunner
In ATZelektronik worldwide 9(1): 46–53. Springer Fachmedien Wiesbaden, 2014.

Execution Cost Estimation for Software Deployment in Component-Based Embedded Systems

by Michael Pressler, Alexander Viehl, Oliver Bringmann, and Wolfgang Rosenstiel
In Proceedings of the 17th International ACM Sigsoft Symposium on Component-Based Software Engineering, pages 123–128, 2014.

Context-Sensitive Timing Simulation of Binary Embedded Software

by Sebastian Ottlik, Stefan Stattelmann, Alexander Viehl, Wolfgang Rosenstiel, and Oliver Bringmann
In Proceedings of the 2014 International Conference on Compilers, Architecture and Synthesis for Embedded Systems, pages 1–10, 2014.

Virtual Prototyping Evaluation Framework for Automotive Embedded Systems Engineering.

by Sebastian Reiter, Andreas Burger, Alexander Viehl, Oliver Bringmann, and Wolfgang Rosenstiel
In SimuTools, pages 1–10, 2014.

Torque-Vectoring-Systeme Zur Verbesserung von Energieeffizienz Und Fahrdynamik

by Stefan Köhler, Sebastian Droll, Oliver Bringmann, and Urban Brunner
In ATZelektronik 9(1): 64–71. Springer Fachmedien Wiesbaden, 2014.

Dependable Multicore Architectures at Nanoscale: The View from Europe

by Marco Ottavi, Salvatore Pontarelli, Dimitris Gizopoulos, Cristiana Bolchini, Maria K Michael, Lorena Anghel, Mehdi Tahoori, Antonis Paschalis, Pedro Reviriego, Oliver Bringmann, and others
In IEEE Design & Test 32(2): 17–28. IEEE, 2014.

Simulation and evaluation of the influence of sensor characteristics on vision based Advanced Driver Assistance Systems

by Dennis Hospach, Stefan Mueller, Joachim Gerlach, Oliver Bringmann, and Wolfgang Rosenstiel
In IEEE International Conference on Intelligent Transportation Systems, 2014.

2013

SystemC Infrastructure and Extensions

by Bastian Haetzer, Martin Radetzki, Anirudh Kaushik, Hiren D Patel, Wei Hong, Jyoti Joshi, Alexander Viehl, Nico Bannow, Angela Kramer, Hendrik Post, and others
Peer-reviewed publication, 2013.

Advanced Driver Assistance System for Optimized Recuperation under Consideration of Parameter Uncertainties

by Stefan Koehler, Alexander Viehl, Oliver Bringmann, and Wolfgang Rosenstiel
In 2013 IEEE Intelligent Vehicles Symposium (IV), pages 738–743. IEEE, 2013.

StML: Bridging the gap between FPGA design and HDL circuit description

by Dustin Peterson, Oliver Bringmann, Thomas Schweizer, and Wolfgang Rosenstiel
In 2013 International Conference on Field-Programmable Technology (FPT) (): 278-285, 2013.

Keywords: field programmable gate arrays, hardware description languages, integrated circuit design, FPGA design, HDL circuit description, StML, circuit partition, bidirectional mappings, static mapping library, EDA tool library, hardware debugging, RTL-based injection, area overhead, circuit granularity, fault injection method, Field programmable gate arrays, Integrated circuit modeling, Hardware design languages, Libraries, Layout, Wires, Routing

Advanced Features for Industry-Level Logging and Tracing of C-Based Designs

by Wei Hong, Jyoti Joshi, Alexander Vieh, Nico Bannow, Angela Kramer, Hendrik Post, Oliver Bringmann, and Wolfgang Rosenstiel
In Proceedings of the 2013 Forum on Specification and Design Languages (FDL), pages 1–6. IEEE, 2013.

Shared Memory Aware MPSoC Software Deployment

by Timo Schönwald, Alexander Viehl, Oliver Bringmann, and Wolfgang Rosenstiel
In 2013 Design, Automation & Test in Europe Conference & Exhibition (DATE), pages 1771–1776. IEEE, 2013.

Reliability Assessment of Safety-Relevant Automotive Systems in a Model-Based Design Flow

by Sebastian Reiter, Michael Pressler, Alexander Viehl, Oliver Bringmann, and Wolfgang Rosenstiel
In 2013 18th Asia and South Pacific Design Automation Conference (ASP-DAC), pages 417–422. IEEE, 2013.

2012

Optimal Energy Management and Recovery for FEV

by Kosmas Knoedler, Jochen Steinmann, Sylvain Laversanne, Stephen Jones, Arno Huss, Emre Kural, David Sanchez, Oliver Bringmann, and Jochen Zimmermann
In 2012 Design, Automation & Test in Europe Conference & Exhibition (DATE), pages 683–684. IEEE, 2012.

Energy Efficient Driving and Operation Strategies Based on Situation Awareness and Reasoning

by Dennis Nienhüser, Tobias Bär, Ralf Kohlhaas, Thomas Schamm, Jochen Zimmermann, Thomas Gumpp, Marcus Strand, Oliver Bringmann, and Johann Marius Zöllner
Peer-reviewed publication. Oldenbourg Wissenschaftsverlag GmbH Halle Germany, 2012.

Towards Accurate Source-Level Annotation of Low-Level Properties Obtained from Optimized Binary Code

by Wolfgang Rosenstiel, Oliver Bringmann, Stefan Stattelmann, and Alexander Viehl
In Lecture Notes in Electrical Engineering. Springer, 2012.

Stereo Depth Map Computation on a Tilera TILEPro64 Embedded Multicore Processor

by Timo Schönwald, Alexander Koch, Benjamin Ranft, Alexander Viehl, Oliver Bringmann, and Wolfgang Rosenstiel
In Proceedings of the 2012 Conference on Design and Architectures for Signal and Image Processing, pages 1–2. IEEE, 2012.

Model-Based Generation of a Fast and Accurate Virtual Execution Platform for Software-Intensive Real-Time Embedded Systems

by Jochen Zimmermann, Martin Küster, Oliver Bringmann, and Wolfgang Rosenstiel
In SASIMI: 17th Workshop on Synthesis And System Integration of Mixed Information Technologies, Beppu, Japan, pages 180–185, 2012.

Analysis of Multi-Domain Scenarios for Optimized Dynamic Power Management Strategies

by Jochen Zimmermann, Oliver Bringmann, and Wolfgang Rosenstiely
In 2012 Design, Automation & Test in Europe Conference & Exhibition (DATE), pages 862–865. IEEE, 2012.

Model-Driven Virtual Prototyping for Real-Time Simulation of Distributed Embedded Systems

by Jochen Zimmermann, Stefan Stattelmann, Alexander Viehl, Oliver Bringmann, and Wolfgang Rosenstiel
In 7th IEEE International Symposium on Industrial Embedded Systems (SIES’12), pages 201–210. IEEE, 2012.

CULT: A Unified Framework for Tracing and Logging C-Based Designs

by Wei Hong, Alexander Viehl, Nico Bannow, Christian Kerstan, Hendrik Post, Oliver Bringmann, and Wolfgang Rosenstiel
In Proceedings of the 2012 System, Software, SoC and Silicon Debug Conference, pages 1–6. IEEE, 2012.

Dependable Embedded Systems: The German Research Foundation DFG Priority Program SPP 1500

by Jorg Henkel, Oliver Bringmann, Andreas Herkersdorf, Wolfgang Rosenstiel, and Norbert Wehn
In 2012 17th IEEE European Test Symposium (ETS), pages 1–1. IEEE Computer Society, 2012.

Distance-Constrained Force-Directed Process Mapping for Mpsoc Architectures

by Timo Schönwald, Alexander Viehl, Oliver Bringmann, and Wolfgang Rosenstiel
In 2012 15th Euromicro Conference on Digital System Design, pages 592–599. IEEE, 2012.

Towards Accurate Source-Level Annotation of Low-Level Properties Obtained from Optimized Binary Code

by Stefan Stattelmann, Alexander Viehl, Oliver Bringmann, and Wolfgang Rosenstiel
In System Specification and Design Languages, pages 175–190. Springer, New York, NY, 2012.

Combining Instruction Set Simulation and Wcet Analysis for Embedded Software Performance Estimation

by Stefan Stattelmann, Sebastian Ottlik, Alexander Viehl, Oliver Bringmann, and Wolfgang Rosenstiel
In 7th IEEE International Symposium on Industrial Embedded Systems (SIES’12), pages 295–298. IEEE, 2012.

Hybrid Source-Level Simulation of Data Caches Using Abstract Cache Models

by Stefan Stattelmann, Gernot Gebhard, Christoph Cullmann, Oliver Bringmann, and Wolfgang Rosenstiel
In 2012 Design, Automation & Test in Europe Conference & Exhibition (DATE), pages 376–381. IEEE, 2012.

Optimized Software Mapping for Advanced Driver Assistance Systems

by Timo Schönwald, Alexander Viehl, Oliver Bringmann, and Wolfgang Rosenstiel
In 7th IEEE International Symposium on Industrial Embedded Systems (SIES’12), pages 181–190. IEEE, 2012.

Meta-Modelling the SystemC Standard for Component-Based Embedded System Design

by Martin Küster, Alexander Viehl, Andreas Burger, Oliver Bringmann, and Wolfgang Rosenstiel
In Proceedings of the 1st International Workshop on Metamodelling and Code Generation for Embedded Systems (MeCoES), S, pages 35–40, 2012.

Optimized Recuperation Strategy for (Hybrid) Electric Vehicles Based on Intelligent Sensors

by Stefan Koehler, Alexander Viehl, Oliver Bringmann, and Wolfgang Rosenstiel
In 2012 12th International Conference on Control, Automation and Systems, pages 218–223. IEEE, 2012.

Parallel Video-Based Traffic Sign Recognition on the Intel SCC Many-Core Platform

by Jan Micha Borrmann, Alexander Viehl, Oliver Bringmann, and Wolfgang Rosenstiel
In Proceedings of the 2012 Conference on Design and Architectures for Signal and Image Processing, pages 1–2. IEEE, 2012.

Meta Constraints for Consistency Checks of Embedded System Specifications

by Andreas Burger, Wolfgang Ecker, Oliver Bringmann, and Wolfgang Rosenstiel
In ESWeek Workshop MeCoES, pages 58–66, 2012.

2011

Testing with Virtual Prototypes

by A Braun, O Bringmann, and W Rostenstiel
In Elektronik automotive Special Issue MOST, pages 49–51, 2011.

Autonomous Multi-Processor-SoC Optimization with Distributed Learning Classifier Systems XCS

by Andreas Bernauer, Gunnar Arndt, Oliver Bringmann, and Wolfgang Rosenstiel
In Proceedings of the 8th ACM International Conference on Autonomic Computing, pages 213–216, 2011.

Applying ASoC to Multi-Core Applications for Workload Management

by Johannes Zeppenfeld, Abdelmajid Bouajila, Walter Stechele, Andreas Bernauer, Oliver Bringmann, Wolfgang Rosenstiel, and Andreas Herkersdorf
In Organic Computing—A Paradigm Shift for Complex Systems, pages 461–472. Springer, Basel, 2011.

Fast and Accurate Source-Level Simulation of Software Timing Considering Complex Code Optimizations

by Stefan Stattelmann, Oliver Bringmann, and Wolfgang Rosenstiel
In 2011 48th ACM/EDAC/IEEE Design Automation Conference (DAC), pages 486–491. IEEE, 2011.

Autonomic System on Chip Platform

by Abdelmajid Bouajila, Johannes Zeppenfeld, Walter Stechele, Andreas Bernauer, Oliver Bringmann, Wolfgang Rosenstiel, and Andreas Herkersdorf
In Organic Computing—A Paradigm Shift for Complex Systems, pages 413–425. Springer, Basel, 2011.

Dominator Homomorphism Based Code Matching for Source-Level Simulation of Embedded Software

by Stefan Stattelmann, Oliver Bringmann, and Wolfgang Rosenstiel
In Proceedings of the Seventh IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis, pages 305–314, 2011.

State of the Art Verification Methodologies in 2015

by Allan Crone, Oliver Bringmann, Christophe Chevallaz, Bryan Dickman, Volkan Esen, and Michael Rohleder
In 2011 Design, Automation & Test in Europe, pages 1–1. IEEE, 2011.

Fast and Accurate Resource Conflict Simulation for Performance Analysis of Multi-Core Systems

by Stefan Stattelmann, Oliver Bringmann, and Wolfgang Rosenstiel
In 2011 Design, Automation & Test in Europe, pages 1–6. IEEE, 2011.

Design and Architectures for Dependable Embedded Systems

by Jörg Henkel, Lars Bauer, Joachim Becker, Oliver Bringmann, Uwe Brinkschulte, Samarjit Chakraborty, Michael Engel, Rolf Ernst, Hermann Härtig, Lars Hedrich, and others
In Proceedings of the Seventh IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis, pages 69–78, 2011.

2010

Virtual Prototyping in Der Hardware- Und Software-Entwicklung Vernetzter Steuergeräte

by Andreas Braun, Stefan Lämmermann, Oliver Bringmann, and Wolfgang Rosenstiel
In AutoTest 2010, 2010.

Model-Based Virtual Prototyping for Early Automotive Software Systems Evaluation

by Jochen Zimmermann, Michael Pressler, Alexander Viehl, Oliver Bringmann, and Wolfgang Rosenstiel
In 1st Workshop on Model Based Engineering for Embedded Systems Design (M-BED), 2010.

Combining Software and Hardware LCS for Lightweight On-Chip Learning

by A. Bernauer, J. Zeppenfeld, O. Bringmann, A. Herkersdorf, and W. Rosenstiel
In DIPES/BICC 2010, IFIP AICT 329, pages 279–290. The original publication is available at http://springerlink.com/content/5h85381330886706/, 2010.

Pruning Population Size in XCS for Complex Problems

by Barbara Rakitsch, Andreas Bernauer, Oliver Bringmann, and Wolfgang Rosenstiel
In The 2010 International Joint Conference on Neural Networks (IJCNN), pages 1–8. IEEE, 2010.

Exploring the Potential of Using Multiple E-Science Infrastructures with Emerging Open Standards-Based e-Health Research Tools

by Morris Riedel, Bernd Schuller, Michael Rambadt, M Shahbaz Memon, A Shiraz Memon, Achim Streit, Th Lippert, Stefan J Zasada, Steven Manos, Peter V Coveney, and others
In 2010 10th IEEE/ACM International Conference on Cluster, Cloud and Grid Computing, pages 341–348. IEEE, 2010.

Design of an Automotive Traffic Sign Recognition System Targeting a Multi-Core SoC Implementation

by Matthias Müller, Axel Braun, Joachim Gerlach, Wolfgang Rosenstiel, Dennis Nienhüser, J Marius Zöllner, and Oliver Bringmann
In 2010 Design, Automation & Test in Europe Conference & Exhibition (DATE 2010), pages 532–537. IEEE, 2010.

Simulation-Based Verification of the MOST Netinterface Specification Revision 3.0

by Andreas Braun, Oliver Bringmann, Djones Lettnin, and Wolfgang Rosenstiel
In 2010 Design, Automation & Test in Europe Conference & Exhibition (DATE 2010), pages 538–543. IEEE, 2010.

Robustheit Nanoelektronischer Schaltungen Und Systeme

by Martin Radetzki, Oliver Bringmann, Wolfgang Nebel, Markus Olbrich, Felix Salfelder, and Ulf Schlichtmann
In Zuverlässigkeit und Entwurf, 2010.

Reconstructing Line References from Optimized Binary Code for Source-Level Annotation

by Stefan Stattelmann, Alexander Viehl, Oliver Bringmann, and Wolfgang Rosenstiel
In 2010 Forum on Specification & Design Languages (FDL 2010), pages 1–6. IET, 2010.

2009

Generic Self-Adaptation to Reduce Design Effort for System-on-Chip

by A. Bernauer, O. Bringmann, and W. Rosenstiel
In IEEE International Conference on Self-Adaptive and Self-Organizing Systems, pages 126–135, 2009.

Schnelle, Zyklengenaue Abschätzung Der Leistungsaufnahme Eingebetteter Prozessoren Auf Systemebene

by B. Sander, J. Schnerr, O. Bringmann, T. Schweizer, and W. Rosenstiel
In Workshop 2009 - Electronic Design Automation (EDA), 2009.

Integration of High-Level Synthesis in ESL Platform Modeling by Automated Generation of Protocol Adapters

by J. Zimmermann, O. Bringmann, A. Braun, and W. Rosenstiel
In International Conference on Communication, Circuits and Systems (ICCCAS09), San Jose, USA), 2009.

TRANSYSCTOR: A General Methodology and Framework for Rule-Based Transformation and Refactoring of SystemC Designs

by Alexander Viehl, Jordan Dukadinov, Oliver Bringmann, and Wolfgang Rosenstiel
In 15th Workshop on Synthesis And System Integration of Mixed Information Technologies (SASIMI), 2009.

Analysis of Non-Functional Properties of MPSoC Designs

by Alexander Viehl, Oliver Bringmann, Wolfgang Rosenstiel, and others
In Languages for Embedded Systems and Their Applications, pages 309–324. Springer, Dordrecht, 2009.

Bottom-up Performance Analysis Considering Time Slice Based Software Scheduling at System Level

by Alexander Viehl, Michael Pressler, and Oliver Bringmann
In Proceedings of the 7th IEEE/ACM International Conference on Hardware/Software Codesign and System Synthesis, pages 423–432, 2009.

White Box Performance Analysis Considering Static Non-Preemptive Software Scheduling

by Alexander Viehl, Michael Pressler, Oliver Bringmann, and Wolfgang Rosenstiel
In 2009 Design, Automation & Test in Europe Conference & Exhibition, pages 513–518. IEEE, 2009.

ESL Power Analysis of Embedded Processors for Temperature and Reliability Estimations

by Björn Sander, Jürgen Schnerr, and Oliver Bringmann
In Proceedings of the 7th IEEE/ACM International Conference on Hardware/Software Codesign and System Synthesis, pages 239–248, 2009.

Verification of AUTOSAR Software by SystemC-Based Virtual Prototyping

by Matthias Krause, Oliver Bringmann, and Wolfgang Rosenstiel
In Hardware-Dependent Software, pages 261–293. Springer, Dordrecht, 2009.

Network-on-Chip Architecture Exploration Framework

by Timo Schonwald, Jochen Zimmermann, Oliver Bringmann, and Wolfgang Rosenstiel
In 2009 12th Euromicro Conference on Digital System Design, Architectures, Methods and Tools, pages 375–382. IEEE, 2009.

AIS–Autonomous Integrated Systems

by From Volker Schöber, Oliver Bringmann, Andreas Herkersdorf, Walter Stechele, Norbert Wehn, Matthias May, Daniel Ziener, Abdelmajid Bouajila, Daniel Baldin, Johannes Zeppenfeld, and others
In Newsletter Edacentrum 4: 05–13. EDA Publisher, 2009.

2008

High-Performance Timing Simulation of Embedded Software

by Schnerr, Bringmann, Viehl, and Rosenstiel
In 45th Design Automation Conference (DAC), 2008.

Integrated Requirement Evaluation of Non-Functional System-on-Chip Properties

by Viehl, Sander, Bringmann, and Rosenstiel
In Forum on Specification & Design Languages (FDL), 2008.

Quantitative Bewertung Nicht-Funktionaler Systemanforderungen von System-on-Chip-Entwürfen

by Viehl, Sander, Bringmann, Yang, and Rosenstiel
In DASS, 2008.

Holistic System Modeling and Refinement of Interconnected Microelectronic Systems

by Zimmermann, Bringmann, Gerlach, Schäfer, and Nageldinger
In MARTE Workshop, 2008.

Model-Based Platform Composition and Generation of Virtual Prototypes for Interconnected Microelectronic Systems

by Zimmermann, Bringmann, Gerlach, Schäfer, and Nageldinger
In edaWorkshop, 2008.

Current State of ASoC Design Methodology

by Andreas Bernauer, Dirk Fritz, Björn Sander, Oliver Bringmann, and Wolfgang Rosenstiel
In Organic Computing - Controlled Self-Organization 08141. Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik, 2008.

Comprehensive Platform and Component Modeling of Heterogeneous Interconnected Systems

by Jochen Zimmermann, Oliver Bringmann, Joachim Gerlach, Florian Schaefer, and Ulrich Nageldinger
In 2008 Forum on Specification, Verification and Design Languages, pages 227–232. IEEE, 2008.

Combination of Instruction Set Simulation and Abstract RTOS Model Execution for Fast and Accurate Target Software Evaluation

by Matthias Krause, Dominik Englert, Oliver Bringmann, and Wolfgang Rosenstiel
In Proceedings of the 6th IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis, pages 143–148, 2008.

2007

Fully Adaptive Fault-Tolerant Routing Algorithm for Network-on-Chip Architectures

by Timo Schonwald, Jochen Zimmermann, Oliver Bringmann, and Wolfgang Rosenstiel
In 10th Euromicro Conference on Digital System Design Architectures, Methods and Tools (DSD 2007), pages 527–534. IEEE, 2007.

Autonomic MPSoCs for Reliable Systems

by Walter Stechele, Oliver Bringmann, Rolf Ernst, Andreas Herkersdorf, Katharina Hojenski, Peter Janacik, Franz Rammig, Jürgen Teich, Norbert Wehn, Johannes Zeppenfeld, and others
In Proceedings of Zuverlässigkeit und Entwurf (ZuD 2007), pages 137–138, 2007.

Entwurf Und Verifikation von Hardware/Software - Systemen

by J. Behrend, A. Braun, O. Bringmann, M. Krause, T. Kropf, S. Lämmermann, P. Nalla, W. Rosenstiel, J. Ruf, T. Schönwald, and A. Viehl u. J. Zimmermann
In Kooperationsmarkt Des Ekompass-Workshops, 2007.

Ein Hybrider Ansatz Zur Abschätzung von Performanz Und Leistungsverbrauch Auf Systemebene

by Alexander Viehl, Markus Schwarz, Oliver Bringmann, and Wolfgang Rosenstiel
Peer-reviewed publication, 2007.

Applikationsspezifische Zuverlässigkeitsbewertung von MPSoCs

by Björn Sander, Oliver Bringmann, and Wolfgang Rosenstiel
Peer-reviewed publication, 2007.

Control-Flow Aware Communication and Conflict Analysis of Parallel Processes

by Axel Siebenborn, Alexander Viehl, Oliver Bringmann, and Wolfgang Rosenstiel
In 2007 Asia and South Pacific Design Automation Conference, pages 32–37. IEEE, 2007.

Region-Based Routing Algorithm for Network-on-Chip Architectures

by Timo Schonwald, Oliver Bringmann, and Wolfgang Rosenstiel
In Norchip 2007, pages 1–4. IEEE, 2007.

Timing Simulation of Interconnected AUTOSAR Software-Components

by Matthias Krause, Oliver Bringmann, Andre Hergenhan, Gokhan Tabanoglu, and Wolfgang Rosentiel
In 2007 Design, Automation & Test in Europe Conference & Exhibition, pages 1–6. IEEE, 2007.

Applikationsspezifische Zuverlässigkeitsbewertung von Multiprocessor Systems-on-Chip Auf Systemebene

by Björn Sander, Oliver Bringmann, Timo Schönwald, Jürgen Schnerr, and Wolfgang Rosenstiel
Peer-reviewed publication, 2007.

A Hybrid Approach for System-Level Design Evaluation

by Alexander Viehl, Markus Schwarz, Oliver Bringmann, and Wolfgang Rosenstiel
In Embedded System Design: Topics, Techniques and Trends, pages 165–178. Springer, Boston, MA, 2007.

Concepts for Autonomic Integrated Systems

Probabilistic Performance Risk Analysis at System-Level

by Alexander Viehl, Markus Schwarz, Oliver Bringmann, and Wolfgang Rosenstiel
In Proceedings of the 5th IEEE/ACM International Conference on Hardware/Software Codesign and System Synthesis, pages 185–190, 2007.

Performance-Aware Communication Architecture Synthesis

by Alexander Viehl, Oliver Bringmann, and Wolfgang Rosenstiel
In 14th Workshop on Synthesis and System Integration of Mixed Information Technologies (SASIMI), 2007.

2006

A SystemC-Based Software and Communication Refinement Framework for Distributed Embedded Systems

by M. Krause, O. Bringmann, and W. Rosenstiel
In 13. Workshop on Synthesis and System Integration of Mixed Information Technologies, 2006.

Formal Performance Analysis and Simulation of UML/SysML Models for ESL Design

by A. Viehl, T. Schönwald, O. Bringmann, and W. Rosenstiel
In DATE, 2006.

Error Detection Techniques Applicable in an Architecture Framework and Design Methodology for Autonomic SoC

by A. Bouajila, A. Bernauer, A. Herkersdorf, W. Rosenstiel, O. Bringmann, and W. Stechele
In In Yi Pan, Franz j. Rammig, Hartmut Schmeck, and Mauricio Solar, Editors, 1st IFIP International Conference on Biologically Inspired Cooperative Computing (BICC) 216(107-113). Springer, 2006.

Organic Computing at the System on Chip Level

by A. Bouajila, J. Zeppenfeld, W. Stechele, A. Herkersdorf, A. Bernauer, O. Bringmann, and W. Rosenstiel
In In Proceedings of the IFIP International Conference on Very Large Scale Integration of System on Chip (VLSI-SoC). Springer, 2006.

Virtual Prototyping Und Frühe Evaluierung von Systems-on-Chip Mit UML2 Und SysML

by A. Viehl, O. Bringmann, and W. Rosenstiel
In In Proceeding of GI/ITG/GMM Workshop Für Methoden Und Beschreibungssprachen Zur Modellierung Und Verifikation von Schaltungen Und Systemen, 2006.

GreenBus - a Generic Interconnect Fabric for Transaction Level Modelling

by Wolfgang Klingauf, Robert Gunzel, Oliver Bringmann, Pavel Parfuntseu, and Mark Burton
In 2006 43rd ACM/IEEE Design Automation Conference, pages 905–910. IEEE, 2006.

Towards a Framework and a Design Methodology for Autonomic SoC

by G. Lipsa, A. Herkersdorf, W. Rosenstiel, O. Bringmann, and W. Stechele.
In In 2nd IEEE International Conference on Autonomic Computing, 2006.

Communication Refinement and Target Software Generation Using SystemC

by M. Krause, O. Bringmann, and W. Rosenstiel
In GI/ITG/GMM Workshop Für Methoden Und Beschreibungssprachen Zur Modellierung Und Verifikation von Schaltungen Und Systemen, 2006.

An Architecture for Runtime Evaluation of SoC Reliability

by A. Bernauer, O. Bringmann, W. Rosenstiel, A. Bouajila, W. Stechele, and A. Herkersdorf
In In INFORMATIK - Informatik Für Menschen, GI-Edition - Lecture Notes in Informatics 93: 177–185. Kölle Verlag, 2006.

2005

Cycle Accurate Binary Tanslation for Simulation Acceleration in Rapid Prototyping of SoCs

by J. Schnerr, O. Bringmann, and W. Rosenstiel
In In Proceedings of Design, Automation and Test in Europe (DATE), 2005.

SystemC-Based Communication and Performance Analysis

by A. Braun, J. Gerlach, W. Rosenstiel, A. Siebenborn, and O. Bringmann
In Forum on Design and Specification Languages - FDL 2005, 2005.

Performance Analysis of Sequence Diagrams for SoC Design

by A. Viehl, O. Bringmann, and W. Rosenstiel
In In Proceedings of the 2nd UML for SoC-Design Workshop (UML-SoC), 42nd Design Automation Conference (DAC), pages 55–61, 2005.

Target Software Generation: An Approach for Automatic Mapping of SystemC Specifications onto Real-Time Operating Systems

by Matthias Krause, Oliver Bringmann, and Wolfgang Rosenstiel
In Design Automation for Embedded Systems 10(4): 229–251. Kluwer Academic Publishers, 2005.

Conflict Analysis in Multiprocess Synthesis for Optimized System Integration

by A. Siebenborn, O. Bringmann, and W. Rosenstiel
In International Conference on Hardware - Software Co-Design and System Synthesis, CODES+ISSS, 2005.

2004

Communication Analysis for System on Chip Design

by A. Siebenborn, O. Bringmann, and W. Rosenstiel
In In Proceedings of Design, Automation and Test in Europe (DATE), 2004.

2002

Worst-Case Performance Analysis of Parallel, Communicating Software Processes

by A. Siebenborn, O. Bringmann, and W. Rosenstiel
In Proceedings of the Tenth International Symposium on Hardware/Software Co-Design (CODES), 2002.

Controller Estimation for FPGA Target Architectures during High-Level Synthesis

by C. Menn, O. Bringmann, and W. Rosenstiel
In 15th International Symposium on System Synthesis (ISSS), IEEE Computer Society Press, 2002.

2001

A VHDL Reuse Component Model for Mixed Abstraction Level Simulation and Behavioral Synthesis

by C. Hansen, O. Bringmann, and W. Rosenstiel
In System-on-Chip Methodologies & Design Languages, Edited by P.J. Ashenden, J.P. Mermet and r. Seepold (Buch);. Kluwer Academic Publishers, 2001.

An Object-Oriented Component Model Using Standard VHDL for Mixed Abstraction Level Design

by C Hansen, O Bringmann, and W Rosenstiel
In System-on-Chip Methodologies & Design Languages, pages 25–36. Springer, Boston, MA, 2001.

2000

Target Architecture Oriented High-Level Synthesis for Multi-Fpga Based Emulation

by O. Bringmann, C. Menn, and W. Rosenstiel
In Proceedings of Design, Automation and Test in Europe (DATE), 2000.

Keywords: ❓ Multiple DOI

Hierarchical Synthesis for Application-Specific Prototyping Implementations

by O Bringmann and W Rosenstiel
In Informationstechnik und Technische Informatik 42(2): 34–39. Munchen: Oldenbourg, 1993-c2002., 2000.

Hierarchische Synthese Für Anwendungsspezifische Prototypenimplementierungen

by O. Bringmann and W. Rosenstiel
In It + It - Informationstechnik Und Technische Informatik 42. Oldenbourg Verlag, 2000.

1999

Mixed Abstraction Level Hardware Synthesis from SDL for Rapid Prototyping

by O. Bringmann, W. Rosenstiel, K. Muth, Färber, F. Slomka, and H. Hofmann
In Proceedings of 10th Workshop on Rapid System Prototyping, 1999.

A VHDL Component Model for Mixed Abstraction Level Simulation and Behavioral Synthesis

by C. Hansen, O. Bringmann, and W. Rosenstiel
In Forum on Design Languages (FDL), 1999.

Hierarchische Synthese Für Die Emulation von Integrierten Steuerungssystemen

by O. Bringmann and W. Rosenstiel
In Informatik ’99 - 29. Jahrestagung Der Gesellschaft Für Informatik, Informatik Aktuell. Springer Verlag, 1999.

1998

Cross-Level Hierarchical High-Level Synthesis

by O. Bringmann and W. Rosenstiel
In Proceedings of Design, Automation and Test in Europe (DATE), 1998.

Synchronization Detection in Multi-Process Hierarchical Synthesis

by O. Bringmann, W. Rosenstiel, and S. Reichardt
In 11th International Symposium on System Synthesis (ISSS), 1998.

1997

Resource Sharing in Hierarchical Synthesis

by O. Bringmann and W. Rosenstiel
In ICCAD, 1997.

1996

Design of an Interrupt Controller with AC-8 Tools at Different Levels of Abstraction

by O. Bringmann, J. Engelhart, S. Kumar, B. Mößner, and W. Rosenstiel
In International Workshop on Logic and Architecture Synthesis, 1996.

1995

Device Selection for System Partitioning

by U. Weinmann, O. Bringmann, and W. Rosenstiel
In Eurodac, 1995.

1992

COSIMA: A Self-Testable Simulated Annealing Processor for Universal Cost Functions

by Bernhard Eschermann, Oliver Haberl, Oliver Bringmann, and Oliver Seitz
In Proceedings Euro ASIC’92, pages 374–375. IEEE Computer Society, 1992.

Research projects

MANNHEIM-FlexKI

AutoJail

autoSWIFT

COMPACT

CONFIRM

EffektiV

FastTimeSim

FaultSimHiL

GENIAL!

HardVERITESS

ISO-Check

M/EDGE

OCEAN12

RESIST

RESIST II

SATiSFy

Scale4Edge

SecureEnergyProsumer

SEQUOIA

THINGS2DO

VideoSim

Teaching

Advanced Topics in Embedded Systems	Summer 2014 Summer 2015 Summer 2016 Summer 2017 Summer 2018 Summer 2019
Anwendungen der Multimediatechnik	Summer 2012 Summer 2013 Summer 2015
Basispraktikum: Technische Informatik	Winter 2019 Summer 2020 Winter 2020 Summer 2021 Winter 2021
Digital Design and Synthesis of Embedded Systems	Summer 2025
Efficient Machine Learning in Hardware	Summer 2021 Summer 2022 Summer 2023 Summer 2024 Summer 2025
Einführung in die Technische Informatik	Winter 2013 Winter 2015 Winter 2017 Winter 2019
Entwurf und Synthese Eingebetteter Systeme	Summer 2013 Summer 2014 Summer 2015 Summer 2017 Summer 2018 Summer 2019 Summer 2020 Summer 2021 Summer 2022 Summer 2023
Forschungsprojekt: AB Eingebettete Systeme	Winter 2016 Winter 2017 Summer 2019 Winter 2019 Winter 2021 Winter 2022
Grundlagen der Multimediatechnik	Winter 2012 Winter 2014 Winter 2015 Winter 2016 Winter 2017 Winter 2018
Grundlagen der Rechnerarchitektur	Winter 2012 Winter 2013 Winter 2014 Winter 2015 Winter 2016 Winter 2017 Winter 2018 Winter 2019 Winter 2021 Summer 2023 Summer 2024 Summer 2025
Modellierung und Analyse von Eingebetteten Systemen	Winter 2012 Winter 2013 Winter 2014 Winter 2015 Winter 2016 Winter 2017 Winter 2018 Winter 2019 Winter 2021 Winter 2022 Winter 2023 Winter 2024
Moderne Architekturen Eingebetteter Systeme	Summer 2017 Winter 2018 Winter 2019 Winter 2020
Parallele Rechnerarchitekturen	Summer 2012 Summer 2013 Summer 2014 Summer 2015 Summer 2016 Summer 2017 Summer 2018 Summer 2019 Summer 2020 Summer 2021 Winter 2022 Winter 2023 Winter 2024
Praktikum: Grundlagen der Multimediatechnik	Winter 2013 Winter 2014 Winter 2015 Winter 2016 Winter 2017 Winter 2018
Programmierprojekt: AWESOME - Adhoc Wireless Decision System	Summer 2018
Programmierprojekt: Blockchain-based Wireless Decision System	Summer 2019
Programmierprojekt: Carmaker	Summer 2014
Programmierprojekt: Kunterbunter Hund	Summer 2013
Programmierprojekt: Kunterbunter Hund 2.0	Summer 2014
Programmierprojekt: Kunterbunter Hund 3.0	Summer 2015
Programmierprojekt: Kunterbunter Hund IDE	Summer 2014
Programmierprojekt: Smart IoT – Von der Idee bis zur Anwendung	Summer 2021
Programmierprojekt: Toy Prozessor 2	Summer 2022
Programming Ultra Low Power Architectures	Summer 2022 Summer 2023 Summer 2024 Summer 2025
Proseminar: Moderne Architekturen Eingebetteter Systeme	Winter 2021 Winter 2022 Winter 2023 Winter 2024
Safety und Security in Eingebetteten System und autonomen Fahrzeugen	Winter 2016
Seminar: Eingebettete Systeme	Winter 2014 Winter 2015 Summer 2016 Summer 2017 Summer 2018 Summer 2019 Summer 2020 Summer 2021 Summer 2022 Summer 2023
Seminar: Embedded Systems	Summer 2024 Summer 2025
Softwarequalität in Theorie und Praxis	Winter 2015
Teamprojekt: Implementierung einer RISC-V Rechnerarchitektur	Winter 2024
Teamprojekt: Interaktiver Rechnerarchitektursimulator	Summer 2023
Teamprojekt: Sprachverarbeitung auf einer IoT-Plattform	Summer 2019 Summer 2020
Teamprojekt: Weiterentwicklung einer RISC-V Rechnerarchitektur	Summer 2025
Technische Informatik 1: Digitaltechnik	Winter 2021 Winter 2023
Technische Informatik 3 - Praktikum Mikrocomputer	Summer 2022 Winter 2022 Summer 2023 Winter 2023 Summer 2024 Winter 2024 Summer 2025
Toy Processor	Summer 2015

Thesis Topics

Open Thesis Topics

AI Hardware Design for Edge Devices

Bachelor’s Thesis / Master’s Thesis / Student Research Project

Statistical Performance Estimation and Extrapolation

Bachelor’s Thesis / Master’s Thesis / Student Research Project

Contribution to the Development of a Smart Video Capsule Endoscopy (VCE) System for Enhanced Gastrointestinal Diagnosis

Bachelor’s Thesis / Master’s Thesis / Student Research Project

Abstract

Video Capsule Endoscopy (VCE) is a diagnostic tool for a minimal-invasive examination of the gastrointestinal tract. As part of an ongoing research project, we are developing a Smart VCE prototype that integrates AI-assisted image analysis, real-time sensor data processing, on-device decision making, and monitoring. To test and verify the prototype, we are simultaniously building a hardware-in-the-loop (HIL) setup.

Potential Topics

Implementation of new hardware modules in SystemVerilog
Extend the HIL setup
Development and comparision of decision making approaches
…

Requirements

SystemVerilog
- Successfully attended “ESES” or “MAES” (optional)
C/C++
Python
Development of device driver
- Successfully attended “PULPA” (optional)

Mapping Transformer Models on Systolic Array Architectures

Master’s Thesis / Student Research Project

Analyzing the robustness of resource-efficient DNNs

Master’s thesis

Evaluation von GPU-Sharing für virtualisierte Eingebettete Systeme

Bachelor’s Thesis / Master’s Thesis / Student Research Project

Assigned Thesis Topics

Sparse Voxel Grid Pruning for Collective Perception in Automated Driving

Bachelor’s Thesis

Design of a Combined Metric for Assessing Safety of Object and Lane Detection in Autonomous Driving

Master’s Thesis

Collective Perception in Adverse Weather using Joint LiDAR-Based 3D Object Detection and Denoising

Research Project

CARLA NCAP - A Framework for safety assessment of VRUs in EuroNCAP scenarios

Research Project

Multi-Modal Adverse Weather Classification

Bachelor’s Thesis

HW-efficient Implementation of the Viterbi Algorithm for the Video Capsule Endoscopy

Master’s Thesis

Evaluation of AutoML Methods for Performance Estimation

Bachelor’s Thesis / Student Research Project

Lane Detection under Snowy Conditions

Master’s Thesis

Optimierung eines Power Management Controllers zur Reduktion der Leistungsaufnahme

Masters’s thesis

Development of a CARLA-Based Framework for Automated Creation of Collective Perception Dataset

Bachelor’s Thesis

Performance Modeling of the NVIDIA Deep-Learning Accelerator (NVDLA) using Performance Representatives

Bachelor’s Thesis / Master’s Thesis / Student Research Project

Automatic Translation of Python Instruction Behaviors into C++

Bachelor’s Thesis / Student Research Project

Leveraging the Pico PIO API for Generalized Descriptions of State Machine-Based Interfaces

Master’s Thesis

Cross-Architecture Performance Prediction

Bachelor’s Thesis / Master’s Thesis / Student Research Project

Rework of the NanEyeC camera controller and integration of the controller into an image processing pipeline

Master’s Thesis

ACADL to Verilog Translation

Bachelor’s Thesis / Master’s Thesis / Student Research Project

Finished Thesis Topics

HW-Development of a Minimal ML-based Image Processing Pipeline for Video Capsule Endoscopy

Master’s Thesis

Benchmarking Semantic Segmentation Models on the SCOPE Dataset

Bachelor’s Thesis

Sparsity Invariant Voxel Grouping Strategies for Transformer-Based LiDAR Object Detectors

Bachelor’s Thesis

Investigation of Perception Safety for Vulnerable Road Users in EuroNCAP Scenarios with Roadside Sensors

Bachelor’s Thesis

Improved Ground-Truth Sampling for LiDAR-Based Object Detection

Bachelor’s Thesis

Entwurf und Entwicklung eines Toolkits für Datensätze im kooperativen automatisierten Fahren

Bachelor’s Thesis

Collective Perception Dataset Generation for Automated Driving

Master’s Thesis

Improved Collective Perception in Adverse Weather using Denoising for Sparse Voxel Grids

Bachelor’s Thesis

Dynamic Sparse Multi-Resolution Voxel Fusion Architecture for LiDAR-Based Collective Perception in Automated Driving

Research Project

Implementation of a Realtime Collective Blindspot Estimation in a Grid Map Representation with Perception Region Fusion for Autonomous Driving

Bachelor’s Thesis

Creation and Evaluation of an Efficient Traffic Simulation with a CARLA-SUMO Co-Simulation

Bachelor’s Thesis

Implementierung einer effizienten Analyse von Speicher-Mappings zur Optimierung der Leistungsaufnahme mittels Powermanagement

Bachelor’s thesis

Beschleunigung von Batteriesimulationen im Kontext von Mosaik

Bachelorthesis

Extending the Pulpissimo Architecture for Enhanced Capsule Endoscopy: SPI Interface and AI Capabilities

Master’s Thesis

Evaluierung von kryptographischen Verfahren für den dezentralisierten Energiemarkt enerDAG

Masterthesis

Template-Based DSP Accelerator for Efficient Audio Processing in ML applications

Master’s Thesis

Exploration und Analyse von KI-Beschleunigern mit dem Entwurfsraumexplorationswerkzeug ZigZag

Bachelor’s Thesis

Entwurf und Synthese eines Hardware-Controllers für das NanEyeC Kamera-Modul

Bachelor’s Thesis

Hardware Acceleration of Convolutional Neural Networks: A Template-based Design Exploration

Master’s Thesis

Modellierung und Evaluation von Batterien für das Smart Grid Co-Simulationsframework Mosaik

Bachelorthesis

Analyse und Optimierung der Datenübertragung für den Energiehandel mit enerDAG

Bachelorthesis

Entwicklung einer Safety Metrik zur Evaluation von Systemen zur Spurerkennung

Masterarbeit

Klassifizierung und Segmentierung von Wettereinflüssen auf LiDAR-Punktwolken mit PointNet++

Bachelor’s Thesis

Robust and collective perception in highly automated driving

Bachelor’s Thesis, Master’s Thesis, Student Job, Research Project

Neural Environment Representation for Novel LiDAR View and Sensor Synthesis

Master’s Thesis

Design of a Memory Framework for Neural Network Accelerators that Utilizes Their Calculable Memory Access Patterns

Master’s Thesis

Entwicklung und Energieoptimierung eines Eingebetteten Systems zur EEG-gestützten Anfallsdetektion

Master’s thesis

Umsetzung einer energieoptimierten Anfallsdetektion auf einem Mikrocontroller mit CNN-Beschleuniger

Master’s thesis

Entwicklung eines Demonstrators zur Evaluation und Entwicklung von Preistrategien für den lokalen Energiehandel in enerDAG

Bachelorthesis

Implementierung und Analyse verschiedener Eingabequellen auf der Ultratrailarchitektur

Bachelorthesis

Implementierung einer Trace-Analyse zur Reduzierung der statischen Leistungsaufnahme von Speichern

Bachelor’s thesis

Rust auf der RISCV Plattform PULPissimo – Entwicklung und Evaluation

Master’s Thesis

Entwicklung eines Prototypen für die Sirenenpräsenzerkennung mit dem UltraTrail-Beschleuniger

Bachelorthesis

Implementierung eines realitätsnahen LiDAR Sensormodells in der Unreal Engine

Bachelorarbeit

Power Flow Analysis of a Peer-to-Peer Energy Trading System

Master’s Thesis

Entwicklung von Testszenarien mit OpenScenario für das automatisierten Fahren

Bachelorarbeit

Transferring Fine-grained DNN Accelerator Architecture Performance Models to Coarse-grained Models

Bachelor’s Thesis / Master’s Thesis / Student Research Project

Implementation of a software controlled power management controller

Master’s thesis

Design of Runtime Adjustable Fixed-point Units for UltraTrail

Research Project

Implementierung und Evaluierung von Fusionsalgorithmen im automatisierten Fahren

Bachelor’s Thesis / Master’s Thesis / Student Research Project

Entwurf und Implementierung von Mini-Nodes und Aggregatoren in enerDAG

Bachelor’s Thesis

Verbesserung der Power-Modelle für UltraTrail

Bachelorthesis

Integration von statischem Loop-Tiling und Reordering in den KI-Rechenbeschleuniger UltraTrail

Masterthesis

Erweiterung von UltraTrail um applikationsspezifische Buffer

Bachelorthesis

Erweiterung von OFA in HANNAH um Grouped- und Depthwise-Separable-Convolutions

Masterthesis

Integration von on-the-fly Weight Generation in HANNAH

Bachelorthesis

Modeling the VTA Machine Learning Accelerator in ACADL for Performance Predictions

Bachelor’s Thesis / Master’s Thesis / Student Research Project

Implementation of an Abstract Machine Learning Accelerator Generator based on ACADL

Bachelor’s Thesis / Student Research Project

Elektroautos als flexible Verbraucher im Nachbarschaftsenergiemarktplatz enerDAG

Master’s Thesis

Resilienzsteigerung neuronaler Netze für Lidar-basierte Objekterkennung

Master’s Thesis

Implementation and Training of a Machine Learning Model to Predict Cache Hit/Miss Rates

Bachelor’s Thesis / Student Research Project

Intergration von Huffman-Decoding und Clustering in UltraTrail

Masterthesis

Implementierung und Evaluierung von Matchingalgorithmen für die kooperative Wahrnehmung

Bachelor’s Thesis

Verbesserung und Identifikation neuer Generierungsregeln für Cooperative Perception Messages (CPMs)

Master’s Thesis

Integration einer effizienten und realistischen Regensimulation in CARLA

Master’s Thesis

Design and implementation of a bit-serial accelerator architecture based on UltraTrail

Internship

Erweiterung von UltraTrail um digitale Signalverarbeitung für die Berechnung von MFCC-Features

Masterthesis

Verwendung von High-Level-Synthese zur Implementation von UltraTrail

Masterthesis

Erweiterung von HANNAH um Parameter-Kompressions mittels SVD, Huffman und Clustering

Masterthesis

Integration von Adderkernel in HANNAH und TC-Resnet

Bachelorthesis

Analyse und Optimierung des Energiebedarfs von Software für einen RISC-V Prozessor

Master’s thesis

Entwicklung einer abstrakten Szenarienbeschreibung zur vollautomatisierten Generierung einer OpenScenario Beschreibung

Master’s Thesis

Entwicklung eines Algorithmus zur kooperativen Wahrnehmung von befahrbaren Korridoren

Master’s Thesis

Vollautomatisierte Trainingsmethode zur Resilienzsteigerung neuronaler Netze gegen Umgebungseinflüsse

Master’s Thesis

Physical Movement Simulation of Virtual Raindrops on a Windshield

Bachelor’s Thesis

P2P, enerDAG & Rust

Master’s thesis

Erweiterung von UltraTrail um digitale Signaturen mittels SHA-3 und EdDSA

Masterthesis

Generierung von Cubemaps aus Einzelbildern zur Witterungssimulation

Bachelor’s thesis

Evaluating Image Features as Similarity Metrics for Simulated and Real Snowy Scenes

Bachelor’s thesis

Realism Assessment of Simulated Fog Images Using CNNs

Bachelor’s thesis

Erweiterung der vollautomatisierten Szenariengenerierung um dynamische Szenarien für die Open-source Simulation CARLA

Bachelor’s Thesis

Erstellung einer Mosaik-API in Rust zur Verknüpfung von enerDAG und Simulationsdaten

Bachelorthesis

Erstellung und Evaluation von Szenarien in der Open-source Simulation CARLA

Bachelor’s Thesis

Evaluierung der Effizienz verschiedener DLT Ansätze für den effizienten lokalen Energiehandel

Master’s thesis

Extension of our neural network framework HANNAH

Bachelor’s Thesis / Master’s Thesis / Student Research Project

Extension of UltraTrail - a scalable and low power CNN accelerator

Master’s Thesis

Erweiterung von UltraTrail um Grouped-, Separated- und Sinc-Convolutions

Masterthesis

Modulare Integration realistischer Witterungseffekte in die Open-source Simulation CARLA

Bachelor’s Thesis

Entwicklung eines Systems zur einfachen Uebernahme und Verwaltung von Geräten in Chirpstack

Bachelorthesis

Evaluation und Analyse von Tools zur eventgetriebenen Regelverarbeitung für Smart Grid Haushalte

Bachelorthesis

A Python-based DSL for Specification and Handling of Scenarios and Scenario Effects

Master’s thesis

Implementation of the Pico-CNN Deep Learning Inference Framework for RISC-V

Bachelor’s Thesis / Master’s Thesis / Student Research Project

Automatic Mapping of LLVM-IR-based Static Analysis Results to Clang AST

Master’s thesis

Deployment of a Deep Learning Face-Recognition System on a Raspberry Pi using Pico-CNN

Bachelor’s Thesis / Master’s Thesis / Student Research Project

Extending enerDAG with LoRaWAN

Master’s thesis

Vergleich und Resilienzbewertung von Tracking- und Fusionarchitekturen für kooperative Wahrnehmung

Bachelor’s Thesis

Analyse, Simulation und Implementierung von Strategien zur Mieterstomabrechnung mittels Smart Grid und Tangle

Bachelorthesis

Programmierung von MFCCs und Beschleunigung mit SIMD- und DSP-Instruktionen der Xpulp-Befehlssatzerweiterung des RI5CY

Bachelorthesis

Implementierung und Evaluation von Witterungseinflüssen auf Lidar Sensoren und deren Auswirkung auf Objekterkennung

Bachelor’s Thesis

Co-Simulation und Analyse von Smart Grids mit Mosaik und Pandapower

Bachelorthesis

Realtime Rendering of Raindrops on Windshields for Robustness Verification of Camera-based Object Recognition

Bachelor’s Thesis

Effiziente Simulation von Gischt zur Robustheitsanalyse von Fahrerassistenzalgorithmen

Bachelor’s Thesis

Entwurf und Evaluation eines UI Konzeptes für ein Eingebettetes System

Bachelor’s Thesis

Design and Implementation of a WYSIWYG Web App for Abstract HW/SW Description Languages

Bachelor’s Thesis / Master’s Thesis / Student Research Project

Design and Implementation of an Arduino Based GPIO Multiplexer

Bachelor’s Thesis

Design and Implementation of an Instruction Trace Translator

Bachelor’s Thesis / Master’s Thesis / Student Research Project

Konzeption und Implementierung einer vollautomatisierten Szenariengenerierung zur Evaluation von Algorithmen des hochautomatisierten Fahrens

Bachelor’s Thesis

Entwicklung eines Hardwarebeschleunigers für Voice-Activity-Detection

Bachelorthesis

Refactoring und Synthese des superskalaren TÜRI5X-Prozessorkerns

Bachelorthesis

Implementation eines analytischen Performance-Modells für den Prozessorkern des Broadcom BCM2836

Bachelor’s Thesis

Implementation of the Pico-CNN Deep Learning Inference Framework in OpenCL for Embedded Devices

Bachelor’s Thesis / Master’s Thesis / Student Research Project

Erstellung eines Datensatzes mit Keywords und Hintergrundgeräuschen

Bachelor’s Thesis / Master’s Thesis / Student Research Project

Entwicklung einer Safetymetrik zur Evaluation von lokaler und kooperativer Umfelderfassung im automatisierten Fahren

Bachelor’s Thesis

Erweiterung des PULP-SDKs um die Unterstützung des LLVM Compilers

Bachelor’s Thesis

Entwurf und Implementierung einer Cache-Architektur für den PULPissimo SoC

Bachelor’s Thesis / Master’s Thesis / Student Research Project

Implementation und Evaluierung der Minerva-Beschleunigerarchitektur für DNNs

Bachelor’s Thesis

Integration eines On-Chip CAN-Controllers in den PULPissimo SoC

Bachelor’s Thesis

Entwurf eines HyperParameter Exploration Tools (HPET)

Bachelor’s Thesis

Entwurf und Implementation eines Hardware-Beschleunigers für TC-ResNet8

Master’s Thesis

Integration fortgeschrittener Kompressionsalgorithmen durch den Neural Network Distiller von NervanaSystems

Bachelor’s Thesis

Entwicklung eines echtzeitfähigen Systems zur Transkription von Musik

Bachelor’s Thesis

Erweiterung des RI5CY-Prozessorkerns um dynamische Verfahren zur Sprungvorhersage

Bachelor’s Thesis

Entwurf und Implementation einer energie- und flächensparenden ALU für den RI5CY-Prozessorkern

Bachelor’s Thesis

Evaluation und Implementierung von Power-Management-Techniken in einem Risc-V-SoC

Master’s thesis

Co-simulation of a tangle based distributed ledger and an exemplary electricity distribution grid

Master’s thesis

Erweiterung des RI5CY-Cores um eine Issue Pipeline-Stufe zur superskalaren Ausführung von Instruktionen

Bachelor’s Thesis

Implementierung und Evaluation von Kalman-Filter basierten Objekttrackingverfahren

Bachelor’s Thesis

Entwurf und Implementierung eines sicheren zweiten Bildschirms mit Toucheingabe für das Motorola Moto Z

Masterthesis

Evaluierung virtueller Regenszenarien zur Robustheitsanalyse von Fahrerassistenzalgorithmen

Zulassungsarbeit

Erweiterung eines Power-Management-Controllers um Hardware-Triggering

Bachelor’s Thesis

Bewertung von GUI-Frameworks für Eingebettete Systeme mit beispielhafter Implementierung eines KeySAR E-Mail Clients

Bachelorthesis

Simulation verschmutzter Optiken durch Partikel auf einer 3D-Ebene

Zulassungsarbeit

Exploration und Implementierung einer komprimierten Übertragung von E2DE verschlüsselten Bildinhalten

Diplomarbeit

Implementierung, Optimierung und Evaluation eines kantenbildbasierten Spurerkennungsalgorithmus unter wechselnden Witterungsbedingungen

Bachelor’s Thesis

Konzeption und Realisierung eines Synchronisationssystems für Fahrzeugsimulationen zur Evaluation von Datenfusionsalgorithmen

Master’s Thesis

Evaluation von Witterungseinflüssen auf CNN basierten Objektdetektionsverfahren

Bachelor’s Thesis

Erkennung von individuellen Bedienungsmustern mittels kapazitivem Touchscreen

Bachelorthesis

Design einer energiesparsamen RISC-V-Plattform mit On-Chip-Tracing in 22FDX

Master’s Thesis

Fahrzeugerkennung mittels Haar-like Features und SVM

Diplomarbeit

Empirische Analyse und digitale Rekonstruktion von Tropfen auf Windschutzscheiben

Bachelor’s Thesis

Entwurf und Implementierung von Verfahren zur effizienten Parameterraumexploration

Masterthesis

Methoden und Werkzeuge zur Synthese von UPF-basierten Low Power Plattformen

Master’s Thesis

Oberfläche zur Parameterisierung valider Simulationskonfigurationen

Bachelorthesis

Modellierung und Erweiterung eines Simulationsframeworks zur generischen Verteilung von Ein- und Ausgabedaten

Bachelorthesis

Verifikation simulierter Witterungsbedingungen anhand von Basisalgorithmen der Bildverarbeitung

Diplomarbeit

Android App zur Ansteuerung eines E-Ink Displays

Bachelorthesis

Statische Schaltungsanalyse zur Detektion redundanter Registeraktivitäten

Master’s Thesis

Beschleunigung eines Frameworks zur Schaltungsanalyse durch die JDD Library und funktionale Entscheidungsdiagramme

Master’s Thesis

Analyse von Witterungseinflüssen auf die Datenerfassung verschiedener Sensormodelle

Bachelorthesis

Implementierung und Evaluierung eines Verfahrens zur automatisierten Partitionierungs eines RTL Designs in Power Domains

Bachelor’s Thesis

Entwicklung eines Scala-Frameworks zur automatisierten Erzeugung spezifischer AHB-Slaves

Bachelor’s Thesis

Integration eines LISA-basierten ARM-Prozessormodells in ein On-Chip-Bussystem

Bachelor’s Thesis

Implementierung einer Umgebung zur statistischen Auswertung von RT-Schaltungen basierend auf Schaltungsemulation

Master’s Thesis

Development of a Low Power Platform Generation Framework

Master’s Thesis

Integration des 32-Bit-THUMB2-Befehlssatzes in ein ARM-kompatibles Prozessormodell

Bachelor’s Thesis

Entwicklung einer FPGA-basierten Schaltung zur Umsetzung einer End-to-Display Encryption

Diploma Thesis

Entwicklung und Evaluierung einer Java-Bibliothek zur Verarbeitung des Unified Power Formats

Studienarbeit

Framework zur Speicherung, Verarbeitung und Anwendung von Testfällen auf Entwurfsmodelle

Diplomarbeit

Simulation und Modellierung von Witterungsbedingungen in der Auswertung videobasierter Umfeldsensorik

Diplomarbeit

Formalisierung von FPGA-basierten Schaltplänen im Rahmen einer Fehlerinjektionsbibliothek

Master’s Thesis

Automatisierte Testumgebung für RT-Schaltungen auf Basis einer neuartigen Fehlerinjektionsbibliothek für FPGAs

Studienarbeit

Visualization of CRC Compiler Data

Studienarbeit

News

M/EDGE - Secure Low Power Medical Edge Computing

M/EDGE is a new BMBF-funded project at the Department of Computer Science at the University of Tübingen that aims to develop and prototype an electronics platform for highly integrated medical edge intelligence for multi-sensor capsule endoscopy and neuroimplants.

MANNHEIM-FlexKI - Flexibles KI-Deployment und KI-Plattformen für eingebettete, automotive Anwendungen

MANNHEIM-FlexKI ist ein neues BMBF-Projekt in der Informatik der Universität Tübingen, das darauf abzielt, die Hardware-Abhängigkeit aktueller Entwicklungsprozess für KI-Anwendungen zu durchbrechen und einen offenen Referenz-Ansatz für das Deployment von KI- und DSP-Anwendungen zu erforschen.

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

The paper “Hardware Accelerator and Neural Network Co-Optimization for Ultra-Low-Power Audio Processing Devices” has been accepted at the 25th Euromicro Conference on Digital System Design (DSD), pages 1-8, 2022. Keywords: Machine Learning, Neural Networks, AutoML, Neural Architecture Search

SEQUOIA – Software Engineering industrieller, hybrider Quantenanwendungen und -algorithmen

Im Projekt SEQUOIA werden neue Methoden, Werkzeuge und Vorgehensweisen für das Quantencomputing erforscht, um die industrielle Nutzung in verschiedenen Anwendungsbereichen zu ermöglichen, beispielsweise in der Fertigung, Entwicklung oder Logistik.

Scale4Edge - Skalierbare Infrastruktur für Edge-Computing

Neues BMBF-Projekt in der Informatik der Universität Tübingen zur Entwicklung und Bereitstellung eines Ökosystems für eine skalierbare und flexibel erweiterbare Edge-Computing-Plattform basierend auf der freien RISC-V-Instruktionssatzarchitektur.

Information on the online events in the summer semester 2020

The Chair of Embedded Systems will continue to offer lectures and other courses in the summer semester 2020.

New Website

The Embedded Systems Group has now moved to this new Website.
See the TI Homepage for the pages of the Chair for Computer Engineering.

DFG SPP 1835: RESIST arrives in phase two

The second phase of the DFG SPP 1835 CoInCar started – and we return with our follow-up project RESIST II.

THINGS2DO - FDSOI wird zum Schlüssel für die europäische Industrie

Die Mikroelektronik ist der Motor der Digitalisierung. Konkurrenzfähige Industrieprodukte benötigen hochintegrierte, energieeffiziente und intelligente Halbleiterkomponenten. Die Innovationsraten sind hier am höchsten. Das Industrieland Deutschland braucht diese Mikroelektronikprodukte in besonderem Maß, denn nur wenn die kritische Mikroelektronik beherrscht wird, können auch weiterhin in Deutschland Premium-Industrie-Produkte entstehen, die führend in der Welt sind. Das betrifft in besonderem Maß das Automobil, aber auch alle Produkte des Maschinenbaus, des Industrieanlagenbaus, der Energietechnik und der Medizintechnik.

SecureEnergyProsumer - Sichere Kommunikation in Smart Grids mit Prosumern in einem dezentralen regenerativen Energiesystem

Neues Smart Grid Forschungsprojekt am Lehrstuhl für Eingebettete Systeme der Universität Tübingen.