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nlin.CD2016★ 68 cited
Evaluation of selected recurrence measures in discriminating pre-ictal and inter-ictal periods from epileptic EEG data
Eulalie Joelle Ngamga, Stephan Bialonski, Norbert Marwan +3
We investigate the suitability of selected measures of complexity based on recurrence quantification analysis and recurrence networks for an identification of pre-seizure states in…
nlin.CD2009★ 38 cited
Kolmogorov-Sinai entropy from recurrence times
M. S. Baptista, E. J. Ngamga, Paulo R. F. Pinto +2
Observing how long a dynamical system takes to return to some state is one of the most simple ways to model and quantify its dynamics from data series. This work proposes two formu…