Extended Recurrence Plot Analysis and its Application to ERP Data

Details Extended Recurrence Plot Analysis and its Application to ERP Data Extended Recurrence Plot Analysis and its Application to ERP Data

2002-12-20

arxiv.org/abs/physics/0212082v1

International Journal of Bifurcation and Chaos, Special Theme Issue ``Cognition and Complex Brain Dynamics'', 14(2), 2004, 761

Physics

Computational Physics

21 pages, 8 figures; article for the workshop ''Analyzing and Modelling Event-Related Brain Potentials: Cognitive and Neural A

Scientific paper

10.1142/S0218127404009454

We present new measures of complexity and their application to event related potential data. The new measures base on structures of recurrence plots and makes the identification of chaos-chaos transitions possible. The application of these measures to data from single-trials of the Oddball experiment can identify laminar states therein. This offers a new way of analyzing event-related activity on a single-trial basis.

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