Stable Yet Destabilised: Towards Understanding Brain Network Dynamics in Psychogenic Disorders

Mostafa Badr, Timo Bröhl, Nayrin Dissouky, Christoph Helmstaedter and Klaus Lehnertz

J. Clin. Med. 14(3), 666, 2025

Emergence of a tipping subnetwork during a critical transition in networked systems: A new avenue to extreme events

Timo Bröhl and Klaus Lehnertz

Phys. Rev. Res. 7, 023109, 2025

Functional Importance Backbones of the Brain at Rest, Wakefulness, and Sleep

Klaus Lehnertz and Timo Bröhl

Brain Sci. 15(7), 772, 2025

Revealing Higher-Order Interactions in High-Dimensional Complex Systems: A Data-Driven Approach

M. Reza Rahimi Tabar, Farnik Nikakhtar, Laya Parkavousi, Amin Akhshi, Ulrike Feudel, and Klaus Lehnertz

Phys. Rev. X 14, 011050, 2024

Synchronization dynamics of phase oscillators on power grid models

Max Potratzki, Timo Bröhl, Thorsten Rings and Klaus Lehnertz

Chaos: An Interdisciplinary Journal of Nonlinear Science 34 (4), 2024

Time-series-analysis-based detection of critical transitions in real-world non-autonomous systems

Klaus Lehnertz

Chaos: An Interdisciplinary Journal of Nonlinear Science 34, 072102, 2024

Impact of biological rhythms on the importance hierarchy of constituents in time-dependent functional brain networks

T Bröhl, R Von Wrede, K Lehnertz

Frontiers in Network Physiology 3, 2023

Data-driven reconstruction of stochastic dynamical equations based on statistical moments

F Nikakhtar, L Parkavousi, M Sahimi, MRR Tabar, U Feudel, K Lehnertz

New Journal of Physics 25 (8), 083025, 2023

Modifications of functional human brain networks by transcutaneous auricular vagus nerve stimulation: impact of time of day

R von Wrede, T Bröhl, T Rings, J Pukropski, C Helmstaedter, K Lehnertz

Brain Sciences 12 (5), 546, 2022

Network structure from a characterization of interactions in complex systems

T Rings, T Bröhl, K Lehnertz

Scientific Reports 12 (1), 11742, 2022

The time-evolving epileptic brain network: concepts, definitions, accomplishments, perspectives

T Bröhl, T Rings, J Pukropski, R Von Wrede, K Lehnertz

Frontiers in Network Physiology 3, 1338864, 2024

Epileptic-network-based prediction and control of seizures in humans

K Lehnertz, T Bröhl, R von Wrede

Neurobiology of Disease, 106098, 2023

Time in brain: how biological rhythms impact on EEG signals and on EEG-derived brain networks

K Lehnertz, T Rings, T Bröhl

Frontiers in Network Physiology 1, 755016, 2021

Towards a data-driven estimation of resilience in networked dynamical systems: designing a versatile testbed

T Fischer, T Rings, MR Rahimi Tabar, K Lehnertz

Frontiers in Network Physiology 2, 838142, 2022

A straightforward edge centrality concept derived from generalizing degree and strength

T Bröhl, K Lehnertz

Scientific Reports 12 (1), 4407, 2022

Testing jump-diffusion in epileptic brain dynamics: Impact of daily rhythms

JG Kurth, T Rings, K Lehnertz

Entropy 23 (3), 309, 2021

FitzHugh–Nagumo oscillators on complex networks mimic epileptic-seizure-related synchronization phenomena

M Gerster, R Berner, J Sawicki, A Zakharova, A Škoch, J Hlinka, K Lehnertz, E Schöll

Chaos: An Interdisciplinary Journal of Nonlinear Science 30 (12), 2020

No evidence for critical slowing down prior to human epileptic seizures

T Wilkat, T Rings, K Lehnertz

Chaos: An Interdisciplinary Journal of Nonlinear Science 29 (9), 2019

Traceability and dynamical resistance of precursor of extreme events

T Rings, M Mazarei, A Akhshi, C Geier, MRR Tabar, K Lehnertz

Scientific reports 9 (1), 1744, 2019

Complexity and irreducibility of dynamics on networks of networks

L Rydin Gorjão, A Saha, G Ansmann, U Feudel, K Lehnertz

Chaos: An Interdisciplinary Journal of Nonlinear Science 28 (10), 2018

Self-induced switchings between multiple space-time patterns on complex networks of excitable units

G Ansmann, K Lehnertz, U Feudel

Physical Review X 6 (1), 011030, 2016

Irregular macroscopic dynamics due to chimera states in small-world networks of pulse-coupled oscillators

A Rothkegel, K Lehnertz

New Journal of Physics 16 (5), 055006, 2014

Route to extreme events in excitable systems

R Karnatak, G Ansmann, U Feudel, K Lehnertz

Physical Review E 90 (2), 022917, 2014