17 citations
- Robert Bosch (Germany)DE4 papers
- University of StuttgartDE4 papers
- Robert Bosch (Taiwan)TW3 papers
- Technical University of MunichDE2 papers
- Chemnitz University of TechnologyDE1 paper
- Instituto de Investigación Biomédica de MálagaES1 paper
- Max Planck Institute for Intelligent SystemsDE1 paper
- Offenburg University of Applied SciencesDE1 paper
- OpticaUS1 paper
- TU WienAT1 paper
- Universidad de MálagaES1 paper
- Universität UlmDE1 paper
9 papers
Steady-state dynamics of quantum frequency combs in microring resonators
Patrick Tritschler, Torsten Ohms, André Zimmermann +1
Optical frequency combs are utilized in a wide range of optical applications, including atomic clocks, interferometers, and various sensing technologies. They are often generated v…
A Continual and Incremental Learning Approach for TinyML On-device Training Using Dataset Distillation and Model Size Adaption
Marcus Rüb, Philipp Tuchel, Axel Sikora +1
A new algorithm for incremental learning in the context of Tiny Machine learning (TinyML) is presented, which is optimized for low-performance and energy efficient embedded devices…
Advancing On-Device Neural Network Training with TinyPropv2: Dynamic, Sparse, and Efficient Backpropagation
Marcus Rüb, Axel Sikora, Daniel Mueller-Gritschneder
This study introduces TinyPropv2, an innovative algorithm optimized for on-device learning in deep neural networks, specifically designed for low-power microcontroller units. TinyP…
Optimized waveguides for mid-infrared lab-on-chip systems: A rigorous design approach
Antonia Torres-Cubillo, Andrea Teuber, Robert Halir +1
Mid-infrared absorption spectroscopy is a well-established technique for non-destructive quantitative molecular analysis. Waveguide-integrated sensors provide a particularly compac…
Nonlinear optical bistability in microring resonators for enhanced phase sensing
Patrick Tritschler, Christian Schweikert, Rouven H. Klenk +7
Photonic microring resonators are used in a variety of chip-integrated sensing applications where they allow one to measure transmission intensity changes upon external signals wit…
Optical interferometer using two-mode squeezed light for enhanced chip-integrated quantum metrology
Patrick Tritschler, Torsten Ohms, André Zimmermann +3
This work discusses the possibility of using two-mode squeezed light to improve the performance of existing sensor technology with the focus on its miniaturization under realistic…