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Veröffentlichungen von

Veröffentlichungen

Prof. Dr. rer. nat. Stephan Bialonski

Monografien

Inferring complex networks from time series of dynamical systems: Pitfalls, misinterpretations, and possible solutions

Bialonski, Stephan (2012)

Bonn : Universitäts- und Landesbibliothek Bonn 2012. - Online-Ausgabe (III, 135 S. : Ill., graph. Darst.)

Zugriff:

http://hss.ulb.uni-bonn.de/2012/2927/2927.htm
http://d-nb.info/1044081201/34
https://arxiv.org/abs/1208.0800

Kapitel in einem Sammelwerk

Are interaction clusters in epileptic networks predictive of seizures?

Bialonski, Stephan (2016)

In: Epilepsy: The Intersection of Neurosciences, Biology, Mathematics, Engineering, and Physics. CRC Press 2016. Seite: 349 - 355

ISBN:

978-143983886-0

From time series to complex networks: an overview

Bialonski, Stephan ; Lehnertz, Klaus (2013)

In: Recent Advances in Predicting and Preventing Epileptic Seizures: Proceedings of the 5th International Workshop on Seizure Prediction. 2013. Seite: 132 - 147

ISBN:

978-981-4525-36-7

Zugriff:

https://doi.org/10.1142/9789814525350_0010

Epilepsy

Lehnertz, Klaus ; Bialonski, Stephan ; Horstmann, Marie-Therese ; Krug, Dieter ; Rothkegel, Alexander ; Staniek, Matthäus ; Wagner, Tobias (2010)

In: Reviews of Nonlinear Dynamics and Complexity, Volume 2. Wiley-VCH 2010. Seite: 159 - 200

ISBN:

9783527628001

Zugriff:

https://doi.org/10.1002/9783527628001.ch5

Bivariate and multivariate time series analysis techniques and their potential impact for seizure prediction

Osterhage, Hannes ; Bialonski, Stephan ; Staniek, Matthäus ; Schindler, Kaspar ; Wagner, Tobias ; Elger, Christian E. ; Lehnertz, Klaus (2008)

In: Seizure Prediction in Epilepsy: From Basic Mechanisms to Clinical Applications. Weinheim : Wiley-VCH 2008. Seite: 189 - 208

ISBN:

978-3-527-62519-2

Zugriff:

https://doi.org/10.1002/9783527625192.ch15

Zeitschriftenartikel

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

Bornheim, Tobias ; Grieger, Niklas ; Blaneck, Patrick Gustav ; Bialonski, Stephan (2024)

In: Journal for language technology and computational linguistics : JLCL. Regensburg : Gesellschaft für Sprachtechnologie und Computerlinguistik. 37 (2024), H. 1. - 13 Seiten

ISSN:

2190-6858

Zugriff:

https://doi.org/10.21248/jlcl.37.2024.244

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

Ringers, Christa ; Bialonski, Stephan ; Ege, Mert ; Solovev, Anton ; Hansen, Jan Niklas ; Jeong, Inyoung ; Friedrich, Benjamin M. ; Jurisch-Yaksi, Nathalie (2023)

In: eLife. eLife Sciences Publications. 12 (2023). - 27 Seiten

ISSN:

2050-084X

Zugriff:

https://doi.org/10.7554/eLife.77701

Der KI-Chatbot ChatGPT: Eine Herausforderung für die Hochschulen

Bialonski, Stephan ; Grieger, Niklas (2023)

In: Die neue Hochschule. Bonn : HLB. 2023 (2023), H. 1. Seite: 24 - 27

ISSN:

0340-448X

Zugriff:

https://doi.org/10.5281/zenodo.7533758

Schlafspindeln – Funktion, Detektion und Nutzung als Biomarker für die psychiatrische Diagnostik

Schneider, Jules ; Schwabedal, Justus T. C. ; Bialonski, Stephan (2022)

In: Der Nervenarzt. Berlin, Heidelberg : Springer. (2022). Seite: 1 - 8

ISSN:

1433-0407

Zugriff:

https://doi.org/10.1007/s00115-022-01340-z

Advanced sleep spindle identification with neural networks

Kaulen, Lars ; Schwabedal, Justus T. C. ; Schneider, Jules ; Ritter, Philipp ; Bialonski, Stephan (2022)

In: Scientific Reports. London : Springer Nature. 12 (2022), H. Article number: 7686. Seite: 1 - 10

ISSN:

2045-2322

Zugriff:

https://doi.org/10.1038/s41598-022-11210-y

RBDtector: an open-source software to detect REM sleep without atonia according to visual scoring criteria

Röthenbacher, Annika ; Cesari, Matteo ; Doppler, Christopher E.J. ; Okkels, Niels ; Willemsen, Nele ; Sembowski, Nora ; Seger, Aline ; Lindner, Marie ; Brune, Corinna ; Stefani, Ambra ; Högl, Birgit ; Bialonski, Stephan ; Borghammer, Per ; Fink, Gereon R. ; Schober, Martin ; Sommerauer, Michael (2022)

In: Scientific Reports. London : Springer Nature. 12 (2022), H. Article number: 20886. Seite: 1 - 14

ISSN:

2045-2322

Zugriff:

DOI: 10.1038/s41598-022-25163-9

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

Grieger, Niklas ; Schwabedal, Justus T. C. ; Wendel, Stefanie ; Ritze, Yvonne ; Bialonski, Stephan (2021)

In: Scientific Reports. London : Springer Nature. 11 (2021), H. Art. 12245.

ISSN:

2045-2322

Zugriff:

https://doi.org/10.1038/s41598-021-91286-0

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

Schwabedal, Justus T. C. ; Sippel, Daniel ; Brandt, Moritz D. ; Bialonski, Stephan (2018)

In: . (2018).

Zugriff:

https://arxiv.org/abs/1809.08443

Early warning signal for interior crises in excitable systems

Karnatak, Rajat ; Kantz, Holger ; Bialonski, Stephan (2017)

In: Physical Review E. . 96 (2017), H. 4. Seite: 042211

ISSN:

2470-0053

Zugriff:

https://doi.org/10.1103/PhysRevE.96.042211

Evaluation of selected recurrence measures in discriminating pre-ictal and inter-ictal periods from epileptic EEG data

Ngamga, Eulalie Joelle ; Bialonski, Stephan ; Marwan, Norbert ; Kurths, Jürgen ; Geier, Christian ; Lehnertz, Klaus (2016)

In: Physics Letters A. Amsterdam : Elsevier. 380 (2016), H. 16. Seite: 1419 - 1425

ISSN:

0375-9601

Zugriff:

https://doi.org/10.1016/j.physleta.2016.02.024

Phytoplankton dynamics in the Southern California Bight indicate a complex mixture of transport and biology

Bialonski, Stephan ; Caron, David A. ; Schloen, Julia ; Feudel, Ulrike ; Kantz, Holger ; Moorthi, Stefanie D. (2016)

In: Journal of Plankton Research. Oxford : Oxford University Press. 38 (2016), H. 4. Seite: 1077 - 1091

ISSN:

1464-3774

Zugriff:

https://doi.org/10.1093/plankt/fbv122

Data-driven prediction and prevention of extreme events in a spatially extended excitable system

Bialonski, Stephan ; Ansmann, Gerrit ; Kantz, Holger (2015)

In: Physical Review E. . 92 (2015), H. 4. Seite: 042910

ISSN:

2470-0053

Zugriff:

https://doi.org/10.1103/PhysRevE.92.042910

Extreme events due to localization of energy

Mulhern, Colm ; Bialonski, Stephan ; Kantz, Holger (2015)

In: Physical Review E. . 91 (2015), H. 1. Seite: 012918

ISSN:

2470-0053

Zugriff:

https://doi.org/10.1103/PhysRevE.91.012918

Time-dependent degree-degree correlations in epileptic brain networks: from assortative to dissortative mixing

Geier, Christian ; Lehnertz, Klaus ; Bialonski, Stephan (2015)

In: Frontiers in Human Neuroscience. Lausanne : Frontiers Research Foundation. (2015).

ISSN:

1662-5161

Zugriff:

https://doi.org/10.3389/fnhum.2015.00462

How important is the seizure onset zone for seizure dynamics?

Geier, Christian ; Bialonski, Stephan ; Elger, Christian E. ; Lehnertz, Klaus (2015)

In: Seizure. . 25 (2015). Seite: 160 - 166

ISSN:

1059-1311

Zugriff:

https://doi.org/10.1016/j.seizure.2014.10.013

Evolving networks in the human epileptic brain

Lehnertz, Klaus ; Ansmann, Gerrit ; Bialonski, Stephan ; Dickten, Henning ; Geier, Christian ; Porz, Stephan (2014)

In: Physica D: Nonlinear Phenomena. Amsterdam : Elsevier. 267 (2014). Seite: 7 - 15

ISSN:

0167-2789

Zugriff:

https://doi.org/10.1016/j.physd.2013.06.009

Assortative mixing in functional brain networks during epileptic seizures

Bialonski, Stephan ; Lehnertz, Klaus (2013)

In: Chaos: An Interdisciplinary Journal of Nonlinear Science. . 23 (2013), H. 3. Seite: 033139

Zugriff:

https://doi.org/10.1063/1.4821915

Incidental and intentional learning of verbal episodic material differentially modifies functional brain networks

Kuhnert, Marie-Therese ; Bialonski, Stephan ; Noenning, Nina ; Mai, Heinke ; Hinrichs, Hermann ; Helmstaedter, Christoph ; Lehnertz, Klaus (2013)

In: Plos one. San Francisco : PLOS. 8 (2013), H. 11. - e80273

Zugriff:

https://doi.org/10.1371/journal.pone.0080273

Unraveling spurious properties of interaction networks with tailored random networks

Bialonski, Stephan ; Wendler, Martin ; Lehnertz, Klaus (2011)

In: Plos one. San Francisco : Plos. 6 (2011), H. 8. - e22826

Zugriff:

https://doi.org/10.1371/journal.pone.0022826

State dependent properties of epileptic brain networks: Comparative graph–theoretical analyses of simultaneously recorded EEG and MEG

Horstmann, Marie-Therese ; Bialonski, Stephan ; Noenning, Nina ; Mai, Heinke ; Prusseit, Jens ; Wellmer, Jörg ; Hinrichs, Hermann ; Lehnertz, Klaus (2010)

In: Clinical Neurophysiology. Amsterdam : Elsevier. 121 (2010), H. 2. Seite: 172 - 185

ISSN:

1388-2457

Zugriff:

https://doi.org/10.1016/j.clinph.2009.10.013

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

Bialonski, Stephan ; Horstmann, Marie-Therese ; Lehnertz, Klaus (2010)

In: Chaos: An Interdisciplinary Journal of Nonlinear Science. Melville, NY : AIP Publishing. 20 (2010), H. 1. - 013134

ISSN:

1089-7682

Zugriff:

https://doi.org/10.1063/1.3360561

Synchronization phenomena in human epileptic brain networks

Lehnertz, Klaus ; Bialonski, Stephan ; Horstmann, Marie-Therese ; Krug, Dieter ; Rothkegel, Alexander ; Staniek, Matthäus ; Wagner, Tobias (2009)

In: Journal of neuroscience methods. . 183 (2009), H. 1. Seite: 42 - 48

ISSN:

0165-0270

Zugriff:

https://doi.org/10.1016/j.jneumeth.2009.05.015

Evolving functional network properties and synchronizability during human epileptic seizures

Schindler, Kaspar A. ; Bialonski, Stephan ; Horstmann, Marie-Therese ; Elger, Christian E. ; Lehnertz, Klaus (2008)

In: Chaos: An Interdisciplinary Journal of Nonlinear Science. . 18 (2008), H. 3. Seite: 033119

ISSN:

1089-7682

Zugriff:

https://doi.org/10.1063/1.2966112

An approach to identify synchronization clusters within the epileptic network

Bialonski, Stephan ; Allefeld, C. ; Wellmer, J. ; Elger, C. ; Lehnertz, K. (2008)

In: Klinische Neurophysiologie. . 39 (2008), H. 1. Seite: A79

Zugriff:

http://doi.org/10.1055/s-2008-1072881

Lateralized characteristics of the evolution of EEG correlation during focal onset seizures: a mechanism to prevent secondary generalization?

Bialonski, Stephan ; Schindler, K. ; Elger, C. E. ; Lehnertz, Klaus (2008)

In: Epilepsia. . 49 (2008). Seite: 11 - 11

ISSN:

0013-9580

Detecting synchronization clusters in multivariate time series via coarse-graining of Markov chains

Allefeld, Carsten ; Bialonski, Stephan (2007)

In: Physical Review E. . 76 (2007), H. 6. Seite: 066207

ISSN:

2470-0053

Zugriff:

https://doi.org/10.1103/PhysRevE.76.066207

State-of-the-art of seizure prediction

Lehnertz, Klaus ; Mormann, Florian ; Osterhage, Hannes ; Andy, Müller ; Prusseit, Jens ; Chernihovskyi, Anton ; Staniek, Matthäus ; Krug, Dieter ; Bialonski, Stephan ; Elger, Christian E. (2007)

In: Journal of Clinical Neurophysiology. . 24 (2007), H. 2. Seite: 147 - 153

ISSN:

1537-1603

Zugriff:

http://doi.org/10.1097/WNP.0b013e3180336f16

Interictal focus localization in neocortical lesional epilepsies with synchronization cluster analysis

Bialonski, Stephan ; Wellmer, Jörg ; Elger, Christian E. ; Lehnertz, Klaus (2006)

In: Epilepsia. . 47 (2006). Seite: 36

ISSN:

0013-9580

Identifying phase synchronization clusters in spatially extended dynamical systems

Bialonski, Stephan ; Lehnertz, Klaus (2006)

In: Physical Review E. . 74 (2006), H. 5. Seite: 051909

ISSN:

2470-0053

Zugriff:

https://doi.org/10.1103/PhysRevE.74.051909

Konferenzschriften

Automatic readability assessment of german sentences with transformer ensembles

Blaneck, Patrick Gustav ; Bornheim, Tobias ; Grieger, Niklas ; Bialonski, Stephan (2022)

In: Proceedings of the GermEval 2022 Workshop on Text Complexity Assessment of German Text. Potsdam : Association for Computational Linguistics 2022. Seite: 57 - 62

Bemerkung:

Proceedings of the 18th Conference on Natural Language Processing/Konferenz zur Verarbeitung natürlicher Sprache (KONVENS 2022) 12-15 September, 2022 University of Potsdam Potsdam, Germany

Zugriff:

https://www.doi.org/10.48550/arXiv.2209.04299

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

Bornheim, Tobias ; Grieger, Niklas ; Bialonski, Stephan (2021)

In: Proceedings of the GermEval 2021 Workshop on the Identification of Toxic, Engaging, and Fact-Claiming Comments : 17th Conference on Natural Language Processing KONVENS 2021. Düsseldorf : Heinrich Heine University 2021. Seite: 105 - 111

Bemerkung:

Zugriff:

https://netlibrary.aau.at/urn:nbn:at:at-ubk:3-798

Weitere Publikationen

Preprint: Data-efficient sleep staging with synthetic time series pretraining

Grieger, Niklas ; Mehrkanoon, Siamak ; Bialonski, Stephan (2024)

In: arXiv. - 10 Seiten

Zugriff:

https://arxiv.org/abs/2403.08592

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

Bornheim, Tobias ; Niklas, Grieger ; Blaneck, Patrick Gustav ; Bialonski, Stephan (2023)

In: Journal for Language Technology and Computational Linguistics. - 8 Seiten

Bemerkung:

Veröffentlichte Version verfügbar unter: https://doi.org/10.21248/jlcl.37.2024.244

Zugriff:

https://doi.org/10.48550/arXiv.2309.09902 (Preprint)
https://doi.org/10.21248/jlcl.37.2024.244 (Veröffentlichte Version)

Preprint: Local synchronization of cilia and tissue-scale cilia alignment are sufficient for global metachronal waves

Ringers, Christa ; Bialonski, Stephan ; Solovev, Anton ; Hansen, Jan N. ; Ege, Mert ; Friedrich, Benjamin M. ; Jurisch-Yaksi, Nathalie (2021)

In: bioRxiv. - 19 Seiten

Bemerkung:

Veröffentlicht in eLife 12:e77701 (https://doi.org/10.7554/eLife.77701).

Zugriff:

https://www.biorxiv.org/content/10.1101/2021.11.23.469646v3 (Preprint)
https://doi.org/10.7554/eLife.77701 (Veröffentlichte Version)