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    Criticality in Neural Systems [Repost]

    Posted By: ChrisRedfield
    Criticality in Neural Systems [Repost]

    Dietmar Plenz, Ernst Niebur - Criticality in Neural Systems
    Published: 2014-05-19 | ISBN: 3527411046 | PDF | 592 pages | 16 MB


    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