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- W1553560839 abstract "A decade of research on neuronal avalanches has revealed that cortical networks whether isolated in vitro or in vivo in awake animals or in humans adopt a state that has many characteristics known as critical from complex, yet balanced systems. This chapter summarizes and discusses the balanced cascades that constitute avalanches in the context of the statistics of cortical anatomy, temporal learning rules, and balanced dynamics. Basic aspects of avalanches as identified in scaling relationships, finite-size effects, and the separation of time scales are being discussed and linked to fundamental concepts in brain function such as synchronization and oscillations. The de-composition of avalanches in space, time, and intensity gives rise to the identification of coherence potentials, a highly unique subset of avalanches analog to propagating structures in cellular automata. Graph theoretical analysis of avalanche and coherence patterns establish commonality in the organization of these critical dynamics with numerous complex systems ranging from brain structures to gene interaction and social systems. Avalanches and coherence potentials are proposed to constitute a modern framework of cortical synchronization dynamics that underlies brain function." @default.
- W1553560839 created "2016-06-24" @default.
- W1553560839 creator A5031674639 @default.
- W1553560839 date "2014-03-28" @default.
- W1553560839 modified "2023-10-17" @default.
- W1553560839 title "Criticality in Cortex: Neuronal Avalanches and Coherence Potentials" @default.
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