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The Functional Role of Critical Dynamics in Neural Systems

The Functional Role of Critical Dynamics in Neural Systems

by Nergis TomenJ. Michael Herrmann and Udo Ernst
Hardback
Publication Date: 07/10/2019

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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.
ISBN:
9783030209643
9783030209643
Category:
Chaos theory
Format:
Hardback
Publication Date:
07-10-2019
Language:
English
Publisher:
Springer International Publishing AG
Country of origin:
Switzerland
Dimensions (mm):
235x155mm
Weight:
0.63kg

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