Publications

Here you will find an overview of our scientific papers, theses, specialist articles and publications.

Florian Eibensteiner bei einer Präsentation

Thesis

  • “Retraining of Neural Networks on Resource-Limited Devices” – Florian D. Meißl, 2024

  • “Optimization of an AI-based energy management system for embedded hardware: Porting symbolic-regressive models, performance enhancement, and retraining” – Alexander Prielinger, 2025

  • “Collaborative training of machine learning models in heterogeneous microcontroller networks” – Matthias Köhler, 2025

  • “Reproducible data distribution changes for evaluating the adaptability of neural networks” – David Reinberger, 2025

  • “Gradient descent for training neural networks on microcontrollers” – David Josef Muttenthaler, 2025

Talks

  • F. Eibensteiner, Retraining on Embedded Systems, Christian Doppler Laboratory for Embedded Machine Learning at the Institute of Computer Technology, TU Vienna, 29.11.2024

  • F. Eibensteiner, Workshop on Embedded AI, FH Hagenberg, 12.03.2025

  • N. Teringl, F. Eibensteiner, AI in quality control – flexible, intuitive, 100% tested, online lecture at the Austrian Chamber of Commerce, Linz, 16.06.2025

  • F. Eibensteiner, Workshop on Embedded AI and Retraining, FH Hagenberg, 24.06.2025