2013
DOI: 10.3389/fneur.2013.00008
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Epileptic Neuronal Networks: Methods of Identification and Clinical Relevance

Abstract: The main objective of this paper is to examine evidence for the concept that epileptic activity should be envisaged in terms of functional connectivity and dynamics of neuronal networks. Basic concepts regarding structure and dynamics of neuronal networks are briefly described. Particular attention is given to approaches that are derived, or related, to the concept of causality, as formulated by Granger. Linear and non-linear methodologies aiming at characterizing the dynamics of neuronal networks applied to E… Show more

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Cited by 127 publications
(95 citation statements)
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“…This is further corroborated by recent studies that, using modern imaging techniques, generalized seizures can be tracked down to local neuronal networks [18].…”
Section: Discussionsupporting
confidence: 74%
“…This is further corroborated by recent studies that, using modern imaging techniques, generalized seizures can be tracked down to local neuronal networks [18].…”
Section: Discussionsupporting
confidence: 74%
“…These human LFB connectivity findings have significant implications for future studies of homeostatic dysfunction in neurologic diseases. Temporal lobe epilepsy, for example, is postulated to be a disorder of the limbic system (Bartolomei et al, 2001;Bonilha et al, 2012;Spencer, 2002), and seizure disorders are increasingly conceptualized as network disorders (Blumenfeld, 2014;Stefan and Lopes da Silva, 2013). Seizures originating in temporal sites have been shown to spread along established axonal pathways (Mraovitch and Calando, 1999;Yoo et al, 2014), allowing the seizure activity to propagate to subcortical arousal nuclei necessary for cortical activation.…”
Section: Human Central Homeostatic Network 195 Discussionmentioning
confidence: 99%
“…Recent interest in brain epilepsy networks has motivated the application of graph theory concepts as well as modeling of brain connectivity using DTI, fMRI and EEG (Richardson, 2012;Bernhardt et al, 2013;Stefan and Lopes da Silva, 2013). Brain networks can be defined at multiple spatial and temporal scales, ranging from synapses to large brain regions, and microseconds to hours.…”
Section: Introductionmentioning
confidence: 99%