output
20102025
most citedRobust and accurate electric field sensing with solid state spin ensembles

119 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2024Show all

4 papers · 1 filter

cs.LG2024★ 8 cited

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…

cs.LG2024★ 3 cited

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…

physics.optics2024★ 5 cited

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…

physics.optics2024★ 13 cited

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…