DocumentCode
386306
Title
Self-organized criticality in the epileptic brain
Author
Cranstoun, S.D. ; Worrel, G. ; Echauz, J. ; Litt, B.
Author_Institution
Dept. of Bioeng., Pennsylvania Univ., Philadelphia, PA, USA
Volume
1
fYear
2002
fDate
2002
Firstpage
232
Abstract
Criticality is a property of complex dynamical systems that can produce large energy release. Examples in nature of such systems are earthquakes, avalanches and volcanoes. It has been recently demonstrated that networks of integrate-and-fire neurons also exhibit such critical behavior where the system energy is related to the degree of synchronized neuronal firing. We have examined electrographic recordings from human epileptic hippocampus and demonstrate that this tissue exhibits self-organized criticality. These findings may explain energy bursting recently found to occur prior to epileptic seizures in the hippocampus and may connect them to integrate-and-fire models.
Keywords
biocontrol; brain models; diseases; electroencephalography; neurophysiology; nonlinear dynamical systems; self-organised criticality; EEG; IEEG; avalanches; complex dynamical systems; earthquakes; electrographic recordings; energy bursting; epileptic brain; epileptic seizures; human epileptic hippocampus; integrate-and-fire neurons; intracranial electroencephalography; large energy release; self-organized criticality; synchronized neuronal firing; system energy; tissue; volcanoes; Brain modeling; Earthquakes; Electroencephalography; Epilepsy; Fluctuations; Hippocampus; Humans; Neurons; Power system modeling; Volcanoes;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology, 2002. 24th Annual Conference and the Annual Fall Meeting of the Biomedical Engineering Society EMBS/BMES Conference, 2002. Proceedings of the Second Joint
ISSN
1094-687X
Print_ISBN
0-7803-7612-9
Type
conf
DOI
10.1109/IEMBS.2002.1134468
Filename
1134468
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