TY - JOUR
A1 - Thiel, Marco
A1 - Romano, Maria Carmen
A1 - Kurths, Jürgen
A1 - Rolfs, Martin
A1 - Kliegl, Reinhold
T1 - Generating surrogates from recurrences
N2 - In this paper, we present an approach to recover the dynamics from recurrences of a system and then generate (multivariate) twin surrogate (TS) trajectories. In contrast to other approaches, such as the linear-like surrogates, this technique produces surrogates which correspond to an independent copy of the underlying system, i.e. they induce a trajectory of the underlying system visiting the attractor in a different way. We show that these surrogates are well suited to test for complex synchronization, which makes it possible to systematically assess the reliability of synchronization analyses. We then apply the TS to study binocular fixational movements and find strong indications that the fixational movements of the left and right eye are phase synchronized. This result indicates that there might be only one centre in the brain that produces the fixational movements in both eyes or a close link between the two centres.
Y1 - 2008
UR - http://rsta.royalsocietypublishing.org/
SN - 1364-503X
ER -
TY - JOUR
A1 - Thiel, Marco
A1 - Romano, Maria Carmen
A1 - Kurths, Jürgen
A1 - Rolfs, Martin
A1 - Kliegl, Reinhold
T1 - Twin surrogates to test for complex synchronisation
N2 - We present an approach to generate (multivariate) twin surrogates (TS) based on recurrence properties. This technique generates surrogates which correspond to an independent copy of the underlying system, i.e. they induce a trajectory of the underlying system starting at different initial conditions. We show that these surrogates are well suited to test for complex synchronisation and exemplify this for the paradigmatic system of Rossler oscillators. The proposed test enables to assess the statistical relevance of a synchronisation analysis from passive experiments which are typical in natural systems
Y1 - 2006
UR - http://www.mendeley.com/research/twin-surrogates-to-test-for-complex-synchronisation/#page-1
U6 - http://dx.doi.org/10.1209/epl/i2006-10147-0
ER -
TY - JOUR
A1 - Romano, Maria Carmen
A1 - Thiel, Marco
A1 - Kurths, Jürgen
A1 - Rolfs, Martin
A1 - Engbert, Ralf
A1 - Kliegl, Reinhold
T1 - Synchronization Analysis and Recurrence in Complex Systems
Y1 - 2006
SN - 978-3-527-40623-4
ER -
TY - JOUR
A1 - Romano, Maria Carmen
A1 - Thiel, Marco
A1 - Schwarz, Udo
A1 - Kurths, Jürgen
A1 - Lange, Holger
A1 - Hauhs, M.
T1 - Conceptual model of runoff from a forested catchment
N2 - We investigate the relationship between precipitation and runoff data from a small forested catchment in the Harz mountains (Germany). For this purpose, we develop a conceptual model including memory effects to predict the runoff signal using the precipitation data as input. An enhanced variant of the model also includes air temperature as input variable. We show in terms of correlation functions that this model describes main dynamical properties of the runoff, especially the delay between rain event and runoff response as the annual persistence in the runoff data.
Y1 - 2001
UR - http://journals.worldscientific.com.sg/ijbc/11/1110/S0218127401003619.html
ER -
TY - JOUR
A1 - Thiel, Marco
A1 - Romano, Maria Carmen
A1 - Schwarz, Udo
A1 - Kurths, Jürgen
A1 - Hasinger, Günther
A1 - Belloni, Tomaso
T1 - Nonlinear Time series analysis of the X-ray flux of compact objects
N2 - We analyse the X-ray light curves of compact objects using linear and nonlinear time series analysis methods. A Power Density Spectrum (PDS) describes the overall second order properties of the observed data well. To look beyond we propose the nonlinear Q-statistic to detect an asymmetry of the time series. This allows us to find relevant time scales. This method even grants a subclassification of the known states of X-ray sources.
Y1 - 2001
SN - 0004-640x
ER -
TY - JOUR
A1 - Romano, Maria Carmen
A1 - Thiel, Marco
A1 - Kurths, Jürgen
A1 - Mergenthaler, Konstantin
A1 - Engbert, Ralf
T1 - Hypothesis test for synchronization : twin surrogates revisited
N2 - The method of twin surrogates has been introduced to test for phase synchronization of complex systems in the case of passive experiments. In this paper we derive new analytical expressions for the number of twins depending on the size of the neighborhood, as well as on the length of the trajectory. This allows us to determine the optimal parameters for the generation of twin surrogates. Furthermore, we determine the quality of the twin surrogates with respect to several linear and nonlinear statistics depending on the parameters of the method. In the second part of the paper we perform a hypothesis test for phase synchronization in the case of experimental data from fixational eye movements. These miniature eye movements have been shown to play a central role in neural information processing underlying the perception of static visual scenes. The high number of data sets (21 subjects and 30 trials per person) allows us to compare the generated twin surrogates with the "natural" surrogates that correspond to the different trials. We show that the generated twin surrogates reproduce very well all linear and nonlinear characteristics of the underlying experimental system. The synchronization analysis of fixational eye movements by means of twin surrogates reveals that the synchronization between the left and right eye is significant, indicating that either the centers in the brain stem generating fixational eye movements are closely linked, or, alternatively that there is only one center controlling both eyes.
Y1 - 2009
UR - http://ojps.aip.org/chaos/
U6 - http://dx.doi.org/10.1063/1.3072784
SN - 1054-1500
ER -
TY - GEN
A1 - Thiel, Marco
A1 - Romano, Maria Carmen
A1 - Kurths, Jürgen
A1 - Rolfs, Martin
A1 - Kliegl, Reinhold
T1 - Generating Surrogates from Recurrences
N2 - In this paper we present an approach to recover the dynamics from recurrences of a system and then generate (multivariate) twin surrogate (TS) trajectories. In contrast to other approaches, such as the linear-like surrogates, this technique produces surrogates which correspond to an independent copy of the underlying system, i. e. they induce a trajectory of the underlying system visiting the attractor in a different way. We show that these surrogates are well suited to test for complex synchronization, which makes it possible to systematically assess the reliability of synchronization analyses. We then apply the TS to study binocular fixational movements and find strong indications that the fixational movements of the left and right eye are phase synchronized. This result indicates that there might be one centre only in the brain that produces the fixational movements in both eyes or a close link between two centres.
T3 - Postprints der Universität Potsdam : Humanwissenschaftliche Reihe - paper 238
KW - Æ Recurrence Plots
KW - Surrogate Data
KW - Hypothesis Test
KW - Phase Synchronization
Y1 - 2006
U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus-56906
ER -
TY - GEN
A1 - Thiel, Marco
A1 - Romano, Maria Carmen
A1 - Kurths, Jürgen
A1 - Rolfs, Martin
T1 - Twin Surrogates to Test for Complex Synchronisation
N2 - We present an approach to generate (multivariate) twin surrogates (TS) based on recurrence properties. This technique generates surrogates which correspond to an independent copy of the underlying system, i. e. they induce a trajectory of the underlying system starting at different initial conditions. We show that these surrogates are well suited to test for complex synchronisation and exemplify this for the paradigmatic system of R¨ossler oscillators. The proposed test enables to assess the statistical relevance of a synchronisation analysis from passive experiments which are typical in natural systems.
T3 - Postprints der Universität Potsdam : Humanwissenschaftliche Reihe - paper 264
Y1 - 2006
U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus-57231
ER -
TY - JOUR
A1 - Thiel, M.
A1 - Romano, Maria Carmen
A1 - Read, P. L.
A1 - Kurths, Jürgen
T1 - Estimation of dynamical invariants without embedding by recurrence plots
N2 - In this paper we show that two dynamical invariants, the second order Renyi entropy and the correlation dimension, can be estimated from recurrence plots (RPs) with arbitrary embedding dimension and delay. This fact is interesting as these quantities are even invariant if no embedding is used. This is an important advantage of RPs compared to other techniques of nonlinear data analysis. These estimates for the correlation dimension and entropy are robust and, moreover, can be obtained at a low numerical cost. We exemplify our results for the Rossler system, the funnel attractor and the Mackey-Glass system. In the last part of the paper we estimate dynamical invariants for data from some fluid dynamical experiments and confirm previous evidence for low dimensional chaos in this experimental system. (C) 2004 American Institute of Physics
Y1 - 2004
SN - 1054-1500
ER -
TY - JOUR
A1 - Romano, Maria Carmen
A1 - Thiel, M.
A1 - Kurths, Jürgen
A1 - Kiss, Istvan Z.
A1 - Hudson, J. L.
T1 - Detection of synchronization for non-phase-coherent and non-stationary data
N2 - We present a new method to detect phase as well as generalized synchronization in a wide class of complex systems. It is based on the recurrences of the system's trajectory to the neighborhood of a former state in phase space. We illustrate the applicability of the algorithm for the paradigmatic chaotic Rossler system in the funnel regime and for noisy data, where other methods to detect phase synchronization fail. Furthermore, we demonstrate for electrochemical experiments that the method can easily detect phase and generalized synchronization in non-phase- coherent and even non-stationary time series
Y1 - 2005
SN - 0295-5075
ER -