Extended recurrence plot analysis and its application to ERP data

Abstract

We present new measures of complexity and their application to event-related potential data. The new measures are baaed 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.