Criticality in Neural Systems
eBook - ePub

Criticality in Neural Systems

  1. English
  2. ePUB (mobile friendly)
  3. Available on iOS & Android
eBook - ePub

Criticality in Neural Systems

About this book

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 fi eld and set to become the primary source of information on the brain and criticality.

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Yes, you can access Criticality in Neural Systems by Dietmar Plenz,Ernst Niebur, Heinz Georg Schuster in PDF and/or ePUB format, as well as other popular books in Computer Science & Neural Networks. We have over one million books available in our catalogue for you to explore.

Information

Publisher
Wiley-VCH
Year
2014
Print ISBN
9783527411047
eBook ISBN
9783527651023
Edition
1
Topic
Computer Science
Subtopic
Neural Networks
Index
Computer Science

Table of contents

  1. Cover
  2. Reviews of Nonlinear Dynamics and Complexity
  3. Title Page
  4. Copyright
  5. List of Contributors
  6. Chapter 1: Introduction
  7. Chapter 2: Criticality in Cortex: Neuronal Avalanches and Coherence Potentials
  8. Chapter 3: Critical Brain Dynamics at Large Scale
  9. Chapter 4: The Dynamic Brain in Action: Coordinative Structures, Criticality, and Coordination Dynamics
  10. Chapter 5: The Correlation of the Neuronal Long-Range Temporal Correlations, Avalanche Dynamics with the Behavioral Scaling Laws and Interindividual Variability
  11. Chapter 6: The Turbulent Human Brain: An MHD Approach to the MEG
  12. Chapter 7: Thermodynamic Model of Criticality in the Cortex Based on EEG/ECoG Data
  13. Chapter 8: Neuronal Avalanches in the Human Brain
  14. Chapter 9: Critical Slowing and Perception
  15. Chapter 10: Self-Organized Criticality in Neural Network Models
  16. Chapter 11: Single Neuron Response Fluctuations: A Self-Organized Criticality Point of View
  17. Chapter 12: Activity Dependent Model for Neuronal Avalanches
  18. Chapter 13: The Neuronal Network Oscillation as a Critical Phenomenon
  19. Chapter 14: Critical Exponents, Universality Class, and Thermodynamic “Temperature” of the Brain
  20. Chapter 15: Peak Variability and Optimal Performance in Cortical Networks at Criticality
  21. Chapter 16: Criticality at Work: How Do Critical Networks Respond to Stimuli?
  22. Chapter 17: Critical Dynamics in Complex Networks
  23. Chapter 18: Mechanisms of Self-Organized Criticality in Adaptive Networks
  24. Chapter 19: Cortical Networks with Lognormal Synaptic Connectivity and Their Implications in Neuronal Avalanches
  25. Chapter 20: Theoretical Neuroscience of Self-Organized Criticality: From Formal Approaches to Realistic Models
  26. Chapter 21: Nonconservative Neuronal Networks During Up-States Self-Organize Near Critical Points
  27. Chapter 22: Self-Organized Criticality and Near-Criticality in Neural Networks
  28. Chapter 23: Neural Dynamics: Criticality, Cooperation, Avalanches, and Entrainment between Complex Networks
  29. Chapter 24: Complex Networks: From Social Crises to Neuronal Avalanches
  30. Chapter 25: The Dynamics of Neuromodulation
  31. Color Plates
  32. Index
  33. End User License Agreement