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Criticality in Neural Systems
ISBN: 978-3-527-65102-3
April 2014
592 pages
Leading authorities in the field review current experimental and theoretical knowledge on criticality and brain function.
The book begins by summarizing experimental evidence for criticality and self-organized criticality in the brain. Subsequently, important breakthroughs in modeling of critical neuronal circuits and how to establish self-organized criticality in the brain are described.
A milestone publication, defining upcoming directions of research in this new field and set to become the primary source of information on the brain and criticality.
From the contents:
• Neuronal Avalanches in Cortical Networks
• Criticality and Coordination Dynamics of the Brain in Action
• Critical Brain Dynamics at Large Scale
• Temporal Long-range Correlations, Neuronal Avalanches, and Behavioral Scaling Laws
• The Turbulent Human Brain
• Thermodynamic Model of Criticality in the Cortex
• Neuronal Avalanches in the Human Brain
• Critical Slowing and Perception
• Self-organized Criticality in Neural Network Models
• Single Neuron Response Fluctuations
• Activity Dependent Model for Neuronal Avalanches
• The Neuronal Network Oscillation as a Critical Phenomenon
• Critical Exponents, Universality Class, and Thermodynamics
• Peak Variability and Optimal Performance
• Criticality at Work: How do Critical Networks Respond to Stimuli?
• Critical Dynamics in Complex Networks
• Mechanisms of Self-organized Criticality in Adaptive Networks
• Cortical Networks with Lognormal Synaptic Connectivity
• Transitions to Criticality in Neural Systems with Dynamical Synapses
• Non-conservative Critical Networks with Up and Down States
• Self-organized Criticality and Near Criticality in Neural Networks
• Neural Dynamics: Criticality, Cooperation, and Avalanches
• Complex Networks: From Social Crises to Neuronal Avalanches
• The Dynamics of Neuromodulation