Publications by authors named "Stephan Bialonski"

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AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts.
Niklas Grieger, Jannik Raskob, Siamak Mehrkanoon, Stephan Bialonski

ArXiv· December 2025

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Novel analytical tools reveal that local synchronization of cilia coincides with tissue-scale metachronal waves in zebrafish multiciliated epithelia.
Christa Ringers, Stephan Bialonski, Mert Ege, Anton Solovev, Jan Niklas Hansen

Elife· January 2023

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RBDtector: an open-source software to detect REM sleep without atonia according to visual scoring criteria.
Annika Röthenbacher, Matteo Cesari, Christopher E J Doppler, Niels Okkels, Nele Willemsen, Stephan Bialonski

Sci Rep· December 2022

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[Sleep spindles-Function, detection and use as biomarker for diagnostics in psychiatry].
Jules Schneider, Justus T C Schwabedal, Stephan Bialonski

Nervenarzt· September 2022

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Advanced sleep spindle identification with neural networks.
Lars Kaulen, Justus T C Schwabedal, Jules Schneider, Philipp Ritter, Stephan Bialonski

Sci Rep· May 2022

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Automated scoring of pre-REM sleep in mice with deep learning.
Niklas Grieger, Justus T C Schwabedal, Stefanie Wendel, Yvonne Ritze, Stephan Bialonski

Sci Rep· June 2021

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Early warning signal for interior crises in excitable systems.
Rajat Karnatak, Holger Kantz, Stephan Bialonski

Phys Rev E· October 2017

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Data-driven prediction and prevention of extreme events in a spatially extended excitable system.
Stephan Bialonski, Gerrit Ansmann, Holger Kantz

Phys Rev E Stat Nonlin Soft Matter Phys· October 2015

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Time-dependent degree-degree correlations in epileptic brain networks: from assortative to dissortative mixing.
Christian Geier, Klaus Lehnertz, Stephan Bialonski

Front Hum Neurosci· September 2015

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How important is the seizure onset zone for seizure dynamics?
Christian Geier, Stephan Bialonski, Christian E Elger, Klaus Lehnertz

Seizure· February 2015

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Extreme events due to localization of energy.
Colm Mulhern, Stephan Bialonski, Holger Kantz

Phys Rev E Stat Nonlin Soft Matter Phys· January 2015

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Incidental and intentional learning of verbal episodic material differentially modifies functional brain networks.
Marie-Therese Kuhnert, Stephan Bialonski, Nina Noennig, Heinke Mai, Hermann Hinrichs

PLoS One· July 2014

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Assortative mixing in functional brain networks during epileptic seizures.
Stephan Bialonski, Klaus Lehnertz

Chaos· September 2013

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Unraveling spurious properties of interaction networks with tailored random networks.
Stephan Bialonski, Martin Wendler, Klaus Lehnertz

PLoS One· February 2012

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From brain to earth and climate systems: small-world interaction networks or not?
Stephan Bialonski, Marie-Therese Horstmann, Klaus Lehnertz

Chaos· March 2010

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State dependent properties of epileptic brain networks: comparative graph-theoretical analyses of simultaneously recorded EEG and MEG.
Marie-Therese Horstmann, Stephan Bialonski, Nina Noennig, Heinke Mai, Jens Prusseit

Clin Neurophysiol· February 2010

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Synchronization phenomena in human epileptic brain networks.
Klaus Lehnertz, Stephan Bialonski, Marie-Therese Horstmann, Dieter Krug, Alexander Rothkegel

J Neurosci Methods· September 2009

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Evolving functional network properties and synchronizability during human epileptic seizures.
Kaspar A Schindler, Stephan Bialonski, Marie-Therese Horstmann, Christian E Elger, Klaus Lehnertz

Chaos· September 2008

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Detecting synchronization clusters in multivariate time series via coarse-graining of Markov chains.
Carsten Allefeld, Stephan Bialonski

Phys Rev E Stat Nonlin Soft Matter Phys· December 2007

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State-of-the-art of seizure prediction.
Klaus Lehnertz, Florian Mormann, Hannes Osterhage, Andy Müller, Jens Prusseit, Stephan Bialonski

J Clin Neurophysiol· April 2007

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Identifying phase synchronization clusters in spatially extended dynamical systems.
Stephan Bialonski, Klaus Lehnertz

Phys Rev E Stat Nonlin Soft Matter Phys· November 2006

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