Functional Role of Critical Dynamics in Neural Systems

Häftad, Engelska, 2020

Del i serien Springer Series on Bio- and Neurosystems

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Beskrivning

This book offers a timely overview of theories and methods developed by an authoritative group of researchers to understand the link between criticality and brain functioning.

Produktinformation

Utgivningsdatum:2020-08-14
Mått:155 x 235 x 17 mm
Vikt:470 g
Format:Häftad
Språk:Engelska
Serie:Springer Series on Bio- and Neurosystems
Antal sidor:287
Förlag:Springer Nature Switzerland AG
ISBN:9783030209674

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Innehållsförteckning

Avalanche dynamics and correlations in neural systems.- Playing at the edge of criticality: Expanded whole-brain repertoire of connectome-harmonics.- Complexity of network connectivity promotes self-organized criticality in cortical ensembles.- From neurons to networks: critical slowing down governs information processing across vigilance states.- The challenge of taming a latching network near criticality.- Fading memory, plasticity, and criticality in recurrent networks.- Homeostatic structural plasticity can build critical networks.- Investigating Linear Stability and Criticality in Local Cortical Circuits from Multi-Unit Activity.- Optimal Readout of Neural Activity Near Criticality.- Critical behavior and memory function in a model of spiking neurons with a reservoir of spatio-temporal patterns.- Assessing criticality in experiments.- The role of criticality in flexible visual information processing.- Statistical models of neural activity, criticality, and Zipf’s law.