Are Epileptic Seizures Quakes of the Brain? An Approach by Means of Nonextensive Tsallis Statistics

TL;DR

This paper explores the analogy between epileptic seizures and earthquakes using Tsallis nonextensive statistics, suggesting that seizures can be viewed as brain quakes based on complex system dynamics.

Contribution

It introduces a novel application of Tsallis nonextensive statistics to analyze the dynamical similarities between seizures and earthquakes at a single event level.

Findings

Seizures and earthquakes exhibit similar large-scale collective behavior.

Nonextensive statistical mechanics effectively models the dynamics of both phenomena.

Results support the analogy of epileptic seizures being akin to brain quakes.

Abstract

The field of study of complex systems holds that the dynamics of complex systems are founded on universal principles that may used to describe a great variety of scientific and technological approaches of different types of natural, artificial, and social systems. Authors have suggested that earthquake dynamics and neurodynamics can be analyzed within similar mathematical frameworks, a claim further supported by recent evidence. The purpose of this paper is to suggest a shift in emphasis from the large to the small in the search for a dynamical analogy between seizure and earthquake. Our analyses focus on a single epileptic seizure generation and the activation of a single fault (earthquake) and not on the statistics of sequences of different seizures and earthquakes. A central property of the epileptic seizure / earthquake generation is the occurrence of coherent large-scale collective behaviour with very rich structure, resulting from repeated nonlinear interactions among the constituents of the system, respectively firing neurons and opening cracks. Consequently, in this paper, we apply the Tsallis nonextensive statistical mechanics as it proves an appropriate framework in order to investigate universal principles of their generation. For completeness reasons we also use entropic measures as well as tools from information theory. The obtained results seems to support the claim that epileptic seizures can be considered as "quakes on the brain".