Stephan Bialonski

According to our database, Stephan Bialonski authored at least 10 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Data-Efficient Sleep Staging with Synthetic Time Series Pretraining.

Niklas Grieger, Siamak Mehrkanoon, Stephan Bialonski

CoRR, 2024

2023

Speaker attribution in German parliamentary debates with QLoRA-adapted large language models.

Tobias Bornheim, Niklas Grieger, Patrick Gustav Blaneck, Stephan Bialonski

CoRR, 2023

2022

SUMO: Advanced sleep spindle identification with neural networks.

Lars Kaulen, Justus T. C. Schwabedal, Jules Schneider, Philipp Ritter, Stephan Bialonski

CoRR, 2022

Automatic Readability Assessment of German Sentences with Transformer Ensembles.

Patrick Gustav Blaneck, Tobias Bornheim, Niklas Grieger, Stephan Bialonski

Proceedings of the GermEval 2022 Workshop on Text Complexity Assessment of German Text, 2022

2021

Automated scoring of pre-REM sleep in mice with deep learning.

Niklas Grieger, Justus T. C. Schwabedal, Stefanie Wendel, Yvonne Ritze, Stephan Bialonski

CoRR, 2021

FHAC at GermEval 2021: Identifying German toxic, engaging, and fact-claiming comments with ensemble learning.

Tobias Bornheim, Niklas Grieger, Stephan Bialonski

Proceedings of the GermEval 2021 Shared Task on the Identification of Toxic, 2021

2018

Automated Classification of Sleep Stages and EEG Artifacts in Mice with Deep Learning.

Justus T. C. Schwabedal, Daniel Sippel, Moritz D. Brandt, Stephan Bialonski

CoRR, 2018

2013

Assortative mixing in functional brain networks during epileptic seizures.

Stephan Bialonski, Klaus Lehnertz

CoRR, 2013

2012

Unraveling Spurious Properties of Interaction Networks with Tailored Random Networks

Stephan Bialonski, Martin Wendler, Klaus Lehnertz

CoRR, 2012

2011

From brain to earth and climate systems: Small-world interaction networks or not?

Stephan Bialonski, Marie-Therese Horstmann, Klaus Lehnertz

CoRR, 2011