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ELECTRICAL AND MAGNETIC NEURAL ACTIVITY

Low-Dimensional Chaos in Event-Related Brain Potentials

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Pages 263-276 | Received 05 Mar 1992, Published online: 23 Apr 2019
 

Abstract

The quantification of a chaotic system, such as the nervous system, can be made by calculating the correlation dimension (D2) from a sample of the data it generates. The encephalogram was recorded from the vertex during an auditory “odd-ball” paradigm and was signal-averaged to reveal the event-related potentials (ERPs). A new method for continuously estiihating D2, the “Point-D2” (PD2), was determined from the same data, and it also was signal-averaged. The PD2 method was found to be more accurate than others currently used for investigating finite data; it also was found to track nonstationarities that arise within the data. A significant (p <.001) PD2-decrease accompanied the ERPs evoked by target stimuli; the PD2 onset-latency and peak did not correlate with any ERPs. The very short latency suggests that the PD2-decrease may be associated with “selective stimulus set,” an interpretation that has been related to early cortical ERP components.

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