Bachelor theses

You can find a current list of all open bachelor theses here.

Bachelor theses of the Prof. Becker group

The descriptions given in the following list under "Title" represent general topics for theses with the supervisors indicated in each case. If you are interested, simply contact the relevant person.


Title	Tutor
Concept and development of high-performance hardware accelerators for neural networks	M. Sc. Patrick Schmidt M. Sc. Tim Hotfilter
Development of an AI accelerator model for design space exploration	Fabian Lesniak, M.Sc.
Implementation of a combined metric for the assessment of different platform/DNN experiments	Dipl.-Spezialistin Iuliia Topko Dipl.-Ing. Alexey Serdyuk
Implementation of measurement of power efficiency of computing platforms	Dipl.-Spezialistin Iuliia Topko Dipl.-Ing. Alexey Serdyuk
MLIR Machine-Learning Compiler for RISC-V vector processors	Maximilian Kirschner, M.Sc.
Network Architecture Search for Spiking Neural Networks using Zero Cost Proxies	Alexey Serdyuk, Jona Scholz
Neuromorphic Time-Series Processing for Robotic Applications	Dipl.-Ing. Alexey Serdyuk, M.Sc. Jona Scholz
Safe and Robust Machine Learning - Application / Co-Design Perspective	M.Sc. Julian Höfer
Safe and Robust Machine Learning - Hardware Perspective	M.Sc. Julian Höfer
Safety and Security for AI Accelerators - Tracing Layer Activations	M. Sc. Jakob Matthias Stammler M. Sc. David Kraus

Bachelor theses of the Prof. Sax group

If you are interested in writing a thesis, please get in touch directly with the contact persons listed for the respective thesis.


Title	Tutor	Date
Distributed medical technology systems - Solutions for the internal communication of control units for modular operating tables	Dr. Andreas Puder , M. Sc. Luca Seidel	Ab sofort

Optimizing Collective Perception in Intelligent Transport Systems via V2X Communication	M. Sc. Nikola Lukezic	ab 03 / 2025
Development of a watering recommendation system based on weather and soil moisture data	Marc Schindewolf, M. Sc.	ab 11 / 2024
ATHENA: Advanced learning through efficient transparent model harnessing with explainable data	M. Sc. Daniel Grimm M. Sc. Moritz Zink	ab 08 / 2024
Development of a microphone array-based system for acoustic localization of signal sources for animal monitoring	M. Sc. Nikola Lukezic M. Sc. Luca Seidel	ab 02 / 2024
Identification of the deployment model of cloud-based vehicle functions	M.Sc. Martin Sommer M.Sc. Daniel Baumann	ab 08 / 2024
Benchmarking uni- and multivariate machine learning based classification of time series	M. Sc. Luca Seidel	ab 06 / 2023
Researching sources of error in the context of industrial braiding with focus on the stent production	M. Sc. Yuna Haas	ab 08 / 2024
Determination of similarities of scenarios for safeguarding highly automated driving functions.	M. Eng. Julian Fuchs	ab 08 / 2024
Universal Plug&Play Architecture for the Connected Automated Vehicle of Tomorrow	M. Sc. Daniel Grimm M. Sc. Marc Schindewolf	ab 08 / 2024
Modeling and control of an electric powertrain of fuel cell range extender buses using machine learning methods	M. Sc. Yuna Haas	ab 08 / 2024
Automatic visual inspection with neural networks using the example of cardiovascular implants (stents)	M. Sc. Yuna Haas	ab 08 / 2024
Process model for flexible and continuous development of vehicle functions	M. Sc. Jacqueline Henle	ab 08 / 2024
AI based monitoring function for a prototype	M. Sc. Marc Schindewolf	ab 08 / 2024

Bachelor theses of the Prof. Stork group

If you are interested in writing a thesis, please get in touch directly with the contact persons listed for the respective thesis.


Title	Tutor	Date
Design an IoT sensor for transformer condition monitoring	M.Sc. Markus Lehner	ab 04 / 2025
Use of AI Methods in the Treatment of Chronic Diseases such as Dementia	Dr. Simon Stock M.Sc. Florian Mazura	ab 01 / 2025
Digital Approaches in Dementia Prevention: Evaluative Monitoring of an App-based Exercise Study	M.Sc. Florian Mazura Dr. Simon Stock	ab 01 / 2025
Integration of Smart Devices in a Digital Dementia Intervention and Prevention Platform	M.Sc. Florian Mazura Dr. Simon Stock	ab 01 / 2025
Integration of Technologies for Patient Communication in a Digital Health Platform	M.Sc. Florian Mazura Dr. Simon Stock	ab 01 / 2025
OR process analysis - safety during an operation	M. Sc. Dominik Beyer	ab 12 / 2024
Measurement of social interaction based on speech evaluation	M. Sc. Dominik Beyer	ab 12 / 2024
Anomaly detection in videos	M. Sc. Dominik Beyer	ab 12 / 2024
Hyperparameter Optimization: Enhancing Model Efficiency and Accuracy in Machine Learning	M. Sc. Anqi Chu	ab 08 / 2024
Anomaly detection in chaotic energy systems	M. Sc. Markus Lehner	ab 08 / 2024
Development and implementation of an actuator-controlled bed transfer system to increase efficiency in hospitals	M. Sc. Na Shen	ab 11 / 2023
Computer Vision and AI-Powered Vital Signs Analytics for Healthcare Applications	M.Sc. Gergely Biri	ab 08 / 2024
Data trustee for sovereign management and effective use of medical data in sleep research	M.Sc. Christina Erler	ab 08 / 2024
Design and development of blockchain-based systems in healthcare	M. Sc. Christina Erler	ab 08 / 2024
Translational research for the scaling of digital health applications	Dr.-Ing. Markus Schinle	ab 08 / 2024
Model-based approaches for recording patient reports (Patient Reported Outcome)	Dr.-Ing. Markus Schinle	ab 08 / 2024
Gamification for lifestyle interventions	Dr.-Ing. Markus Schinle	ab 08 / 2024
Platform for the treatment of risk factors in dementia	Dr.-Ing. Markus Schinle	ab 08 / 2024
Development of a self-learning machine learning pipeline for a mobile application supporting sports activity	M.Sc. Gergely Biri	ab 08 / 2024
Vitaldata Analytics with AI to Improve Healthcare Decision-Making	M.Sc. Gergely Biri	ab 08 / 2024
Impact of differential privacy procedures in data protection on the quality of trained AI models.	M.-Eng. Jens Juhl	ab 06 / 2023
Embedded systems in brain-computer-interfaces (Eingebettet Systeme für Gehirn-Computer-Schnittstellen)	M. Sc. Marius Gerdes	ab 08 / 2024
Meta-learning: learning to learn. Generalization of neural network capability for task series	M. Sc. Anqi Chu	ab 08 / 2024
METIS NEUROTEC - Fighting dementia with AI	Dr.-Ing. Simon Stock Dr.-Ing. Markus Schinle M. Sc. Marius Gerdes	ab 08 / 2024
Train your own AI agent with Reinforcement Learning: Gaming, dynamic controlling like a pro	M. Sc. Xiang Xie	ab 08 / 2024