| Causality detection based on information-theoretic approaches in time series analysis K Hlaváčková-Schindler, M Paluš, M Vejmelka, J Bhattacharya Physics Reports 441 (1), 1-46, 2007 | 959 | 2007 |
| Synchronization as adjustment of information rates: Detection from bivariate time series M Paluš, V Komárek, Z Hrnčíř, K Štěrbová Physical Review E 63 (4), 046211, 2001 | 419 | 2001 |
| Identifying causal gateways and mediators in complex spatio-temporal systems J Runge, V Petoukhov, JF Donges, J Hlinka, N Jajcay, M Vejmelka, ... Nature communications 6 (1), 8502, 2015 | 325 | 2015 |
| Directionality of coupling from bivariate time series: How to avoid false causalities and missed connections M Paluš, M Vejmelka Physical Review E—Statistical, Nonlinear, and Soft Matter Physics 75 (5 …, 2007 | 315 | 2007 |
| Direction of coupling from phases of interacting oscillators: an information-theoretic approach M Paluš, A Stefanovska Physical Review E 67 (5), 055201, 2003 | 282 | 2003 |
| Nonlinearity in normal human EEG: cycles, temporal asymmetry, nonstationarity and randomness, not chaos M Paluš Biological cybernetics 75 (5), 389-396, 1996 | 272 | 1996 |
| Inferring the directionality of coupling with conditional mutual information M Vejmelka, M Paluš Physical Review E—Statistical, Nonlinear, and Soft Matter Physics 77 (2 …, 2008 | 246 | 2008 |
| Functional connectivity in resting-state fMRI: is linear correlation sufficient? J Hlinka, M Paluš, M Vejmelka, D Mantini, M Corbetta Neuroimage 54 (3), 2218-2225, 2011 | 239 | 2011 |
| Testing for nonlinearity using redundancies: Quantitative and qualitative aspects M Paluš Physica D: Nonlinear Phenomena 80 (1-2), 186-205, 1995 | 220 | 1995 |
| Detecting phase synchronization in noisy systems M Palus Physics Letters A 235 (4), 341-351, 1997 | 181 | 1997 |
| High-frequency network activity, global increase in neuronal activity, and synchrony expansion precede epileptic seizures in vitro P Jiruska, J Csicsvari, AD Powell, JE Fox, WC Chang, M Vreugdenhil, X Li, ... Journal of Neuroscience 30 (16), 5690-5701, 2010 | 180 | 2010 |
| Singular-value decomposition in attractor reconstruction: pitfalls and precautions M Paluš, I Dvořák Physica D: Nonlinear Phenomena 55 (1-2), 221-234, 1992 | 160 | 1992 |
| Coarse-grained entropy rates for characterization of complex time series M Paluš Physica D: Nonlinear Phenomena 93 (1-2), 64-77, 1996 | 149 | 1996 |
| Interactions between cardiac, respiratory and EEG‐δ oscillations in rats during anaesthesia B Musizza, A Stefanovska, PVE McClintock, M Paluš, J Petrovčič, ... The journal of Physiology 580 (1), 315-326, 2007 | 148 | 2007 |
| Detecting nonlinearity and phase synchronization with surrogate data M Palus, D Hoyer IEEE Engineering in Medicine and Biology Magazine 17 (6), 40-45, 1998 | 148 | 1998 |
| Information theoretic test for nonlinearity in time series M Paluš, V Albrecht, I Dvořák Physics Letters A 175 (3-4), 203-209, 1993 | 141 | 1993 |
| Reliability of inference of directed climate networks using conditional mutual information J Hlinka, D Hartman, M Vejmelka, J Runge, N Marwan, J Kurths, M Paluš Entropy 15 (6), 2023-2045, 2013 | 131 | 2013 |
| Detecting nonlinearity in multivariate time series M Paluš Physics Letters A 213 (3-4), 138-147, 1996 | 127 | 1996 |
| Loss of neuronal network resilience precedes seizures and determines the ictogenic nature of interictal synaptic perturbations WC Chang, J Kudlacek, J Hlinka, J Chvojka, M Hadrava, V Kumpost, ... Nature neuroscience 21 (12), 1742-1752, 2018 | 121 | 2018 |
| Discerning connectivity from dynamics in climate networks M Paluš, D Hartman, J Hlinka, M Vejmelka Nonlinear Processes in Geophysics 18 (5), 751-763, 2011 | 110 | 2011 |
Martin VejmelkaInstitute of Computer Science, Academy of Sciences of the Czech RepublicVerified email at cs.cas.cz
