Stephan Bialonski

Professor

FH Aachen

Germany

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Stephan Bialonski is a Professor at FH Aachen in Germany. His research areas include data-efficient methodologies in sleep staging, speaker attribution in political discourse, the implications of AI chatbots for higher education, and the analysis of cilia synchronization in zebrafish. He has also explored advanced neural network techniques for sleep spindle identification and their potential use as biomarkers in psychiatry.

Articles (6)

Year:

2025

Year:

2024

Year:

2023

Year:

2023

Year:

2022

Year:

2022

Collaborators (1)

Jules Schneider

Technische Universität Dresden

GERMANY

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Stephan Bialonski

Research Interests

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Articles (6)

Data-Efficient Sleep Staging with Synthetic Time Series Pretraining

Speaker Attribution in German Parliamentary Debates with QLoRA-adapted Large Language Models

Der KI-Chatbot ChatGPT: Eine Herausforderung für die Hochschulen

Novel analytical tools reveal that local synchronization of cilia coincides with tissue-scale metachronal waves in zebrafish multiciliated epithelia

Advanced sleep spindle identification with neural networks

[Sleep spindles-Function, detection and use as biomarker for diagnostics in psychiatry].

Collaborators (1)

Jules Schneider

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