Criticality in Neural Systems
1st Edition
Published on 14. April 2014
XVI, 592 pages
978-3-527-65102-3 (ISBN)
Description
Leading authorities in the field review current knowledge of critical behavior in brain function, both experimental and theoretical. The book begins by summarizing experimental evidence for self-organized criticality in the brain. Subsequently, recent breakthroughs in modeling of neuronal circuits to establish self-organized criticality are described. Finally, the importance of critical dynamics for brain function is highlighted.
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Persons
DIETMAR PLENZ is Chief of the Section on Critical Brain Dynamics in the Intramural Research Program at the National Institute of Mental Health. He received his Ph.D. in 1993 at the Max-Planck Institute of Biological Cybernetics and the University Tuebingen. Dr. Plenz joined the NIMH as an Investigator in 1999. He pioneered the development of in vitro networks to study and identify the emergence of neuronal avalanches in the brain.
ERNST NIEBUR is Professor of Neuroscience and of Brain and Psychological Sciences at Johns Hopkins University in Baltimore, USA. He holds degrees in Physics from the Universities of Dortmund, Germany and Lausanne, Switzerland, and a postgraduate certificate in Artificial Intelligence from the Swiss Federal Institute of Technology (EPFL). Prof. Niebur has authored more than 100 scientific articles in physics and computational neuroscience.
HEINZ GEORG SCHUSTER is Professor (em.) of Theoretical Physics at the University of Kiel in Germany. At the beginning of his academic career, he was appointed Professor at the University of Frankfurt am Main in Germany. He was a visiting professor at the Weizmann-Institute of Science in Israel and at the California Institute of Technology in Pasadena, USA. He is author and editor of research monographs and topical handbooks on chaos theory, nonlinear dynamics and neural networks, but also on popular science books, and editor of a Wiley series on Nonlinear Physics and Complexity.
ERNST NIEBUR is Professor of Neuroscience and of Brain and Psychological Sciences at Johns Hopkins University in Baltimore, USA. He holds degrees in Physics from the Universities of Dortmund, Germany and Lausanne, Switzerland, and a postgraduate certificate in Artificial Intelligence from the Swiss Federal Institute of Technology (EPFL). Prof. Niebur has authored more than 100 scientific articles in physics and computational neuroscience.
HEINZ GEORG SCHUSTER is Professor (em.) of Theoretical Physics at the University of Kiel in Germany. At the beginning of his academic career, he was appointed Professor at the University of Frankfurt am Main in Germany. He was a visiting professor at the Weizmann-Institute of Science in Israel and at the California Institute of Technology in Pasadena, USA. He is author and editor of research monographs and topical handbooks on chaos theory, nonlinear dynamics and neural networks, but also on popular science books, and editor of a Wiley series on Nonlinear Physics and Complexity.
Content
Neuronal Avalanches in Cortical Networks
Dietmar Plenz
The Dynamic Brain in Action: Coordinative Structures,
Criticality and Coordination Dynamics
J. A. Scott Kelso
Critical Brain Dynamics at Large Scale
Dante R Chialvo
The Correlation of the Neuronal Long-range Temporal Correlations, Avalanche Dynamics with the Behavioral Scaling Laws and Interindividual Variability
J. Matias Palva and Satu Palva
The Turbulent Human Brain
Arnold. J. Mandell, Stephen E. Robinson, Karen A. Selz, Constance Schrader, Tom Holroyd and Richard Coppola
Thermodynamic Model of Criticality in the Cortex Based on EEG/ECoG Data
Robert Kozma, Marko Puljic and Walter J. Freeman
Neuronal Avalanches in the Human Brain
Oren Shriki and Dietmar Plenz
Critical Slowing and Perception
Karl Friston, Michael Breakspear and Gustavo Deco
Self-organized Criticality in Neural Network Models
Matthias Rybarsch and Stefan Bornholdt
Single Neuron Response Fluctuations: A Self-organized Criticality Point of View
Asaf Gal and Shimon Marom
Activity Dependent Model for Neuronal Avalanches
Lucilla de Arcangelis and Hans J. Herrmann
The Neuronal Network Oscillation as a Critical Phenomenon
Richard Hardstone, Huibert D. Mansvelder, Klaus Linkenkaer-Hansen
Critical Exponents, Universality Class & Thermodynamic: The "Temperature" Of the Brain
Shan Yu, Hongdian Yang, Oren Shriki and Dietmar Plenz
Peak Variability and Optimal Performance in Cortical Networks at Criticality
Hongdian Yang, Woodrow L. Shew, Rajarshy Roy, and Dietmar Plenz
Criticality At Work: How Do Critical Networks Respond to Stimuli?
Mauro Copelli
Critical Dynamics in Complex Networks
Daniel B. Larremore, Woodrow L. Shew, Juan G. Restrepo
Mechanisms of Self-organized Criticality in Adaptive Networks
Thilo Gross, Anne-Ly Do, Felix Droste, and Christian Meisel
Cortical Networks with Lognormal Synaptic Connectivity and their Implications in Neuronal Avalanches
Tomoki Fukai, Vladimir Klinshov and Jun-nosuke Teramae
Jump Right In: Transitions to Criticality in Neural Systems with Dynamic Synapses
Anna Levina, J. Michael Herrmann, Theo Geisel
Non-conservative Neuronal Networks During Up states Self-organize Near Critical Points
Stefan Mihalas, Daniel Millman, Ramakrishnan Iyer, Alfredo Kirkwood and Ernst Niebur
Self-organized Criticality and Near Criticality in Neural Networks
J. D. Cowan, J. Neuman, and W. van Drongelen
Neural Dynamics: Criticality, Cooperation, Avalanches and Entrainment between Complex Networks
P. Grigolini, M. Zare, A. Svenkeson, B. J. West
Complex Networks: From Social Crises to Neuronal Avalanches
B. J. West, M. Turalska and P. Grigolini
The Dynamics of Neuromodulation
Gerhard Werner and Bernhard J. Mitterauer
Dietmar Plenz
The Dynamic Brain in Action: Coordinative Structures,
Criticality and Coordination Dynamics
J. A. Scott Kelso
Critical Brain Dynamics at Large Scale
Dante R Chialvo
The Correlation of the Neuronal Long-range Temporal Correlations, Avalanche Dynamics with the Behavioral Scaling Laws and Interindividual Variability
J. Matias Palva and Satu Palva
The Turbulent Human Brain
Arnold. J. Mandell, Stephen E. Robinson, Karen A. Selz, Constance Schrader, Tom Holroyd and Richard Coppola
Thermodynamic Model of Criticality in the Cortex Based on EEG/ECoG Data
Robert Kozma, Marko Puljic and Walter J. Freeman
Neuronal Avalanches in the Human Brain
Oren Shriki and Dietmar Plenz
Critical Slowing and Perception
Karl Friston, Michael Breakspear and Gustavo Deco
Self-organized Criticality in Neural Network Models
Matthias Rybarsch and Stefan Bornholdt
Single Neuron Response Fluctuations: A Self-organized Criticality Point of View
Asaf Gal and Shimon Marom
Activity Dependent Model for Neuronal Avalanches
Lucilla de Arcangelis and Hans J. Herrmann
The Neuronal Network Oscillation as a Critical Phenomenon
Richard Hardstone, Huibert D. Mansvelder, Klaus Linkenkaer-Hansen
Critical Exponents, Universality Class & Thermodynamic: The "Temperature" Of the Brain
Shan Yu, Hongdian Yang, Oren Shriki and Dietmar Plenz
Peak Variability and Optimal Performance in Cortical Networks at Criticality
Hongdian Yang, Woodrow L. Shew, Rajarshy Roy, and Dietmar Plenz
Criticality At Work: How Do Critical Networks Respond to Stimuli?
Mauro Copelli
Critical Dynamics in Complex Networks
Daniel B. Larremore, Woodrow L. Shew, Juan G. Restrepo
Mechanisms of Self-organized Criticality in Adaptive Networks
Thilo Gross, Anne-Ly Do, Felix Droste, and Christian Meisel
Cortical Networks with Lognormal Synaptic Connectivity and their Implications in Neuronal Avalanches
Tomoki Fukai, Vladimir Klinshov and Jun-nosuke Teramae
Jump Right In: Transitions to Criticality in Neural Systems with Dynamic Synapses
Anna Levina, J. Michael Herrmann, Theo Geisel
Non-conservative Neuronal Networks During Up states Self-organize Near Critical Points
Stefan Mihalas, Daniel Millman, Ramakrishnan Iyer, Alfredo Kirkwood and Ernst Niebur
Self-organized Criticality and Near Criticality in Neural Networks
J. D. Cowan, J. Neuman, and W. van Drongelen
Neural Dynamics: Criticality, Cooperation, Avalanches and Entrainment between Complex Networks
P. Grigolini, M. Zare, A. Svenkeson, B. J. West
Complex Networks: From Social Crises to Neuronal Avalanches
B. J. West, M. Turalska and P. Grigolini
The Dynamics of Neuromodulation
Gerhard Werner and Bernhard J. Mitterauer
List of Contributors
- Lucilla de Arcangelis
- Second University of Naples
- Department of Industrial and Information Engineering & CNISM
- 81031 Aversa, CE
- Italy
- Stefan Bornholdt
- Universität Bremen
- Institut für Theoretische Physik
- Hochschulring 18
- 28359 Bremen
- Germany
- Michael Breakspear
- Queensland Institute of Medical Research, Royal Brisbane Hospital
- Brisbane, QLD 4029
- Australia
- Dante R. Chialvo
- David Geffen School of Medicine
- UCLA
- Department of Physiology
- 1500 Wilshire Boulevard
- Bldg, 115
- Los Angeles, CA 90017
- USA
- and
- Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET)
- Rivadavia 1917
- 1033 Buenos Aires
- Argentina
- Mauro Copelli
- Federal University of Pernambuco (UFPE)
- Physics Department
- 50670-901 Recife-PE
- Brazil
- Richard Coppola
- National Institute of Mental Health
- MEG Core Facility
- 10 Center Drive
- Bethesda, MD 20892
- USA
- Jack D. Cowan
- University of Chicago
- Dept of Mathematics
- 5734 S. University Ave.
- Chicago, IL 60637
- USA
- Gustavo Deco
- Universitat Pompeu Fabra
- Theoretical and Computational Neuroscience Center for Brain and Cognition
- Roc Boronat 138
- 08018 Barcelona
- Spain
- Anne-Ly Do
- Max-Planck Institute for the Physics of Complex Systems
- Nöthnitzer Str. 38
- 01187 Dresden
- Germany
- Wim van Drongelen
- University of Chicago
- Departments of Pediatrics and Neurology
- KCBD 4124
- 900 E. 57th St.
- Chicago, IL 60637
- USA
- Felix Droste
- Bernstein Center for Computational Neuroscience
- Haus 2
- Philippstrasse 13
- 10115 Berlin
- Germany
- Walter J. Freeman
- University of California at Berkeley
- Department of Molecular & Cell Biology
- Division of Neurobiology
- Berkeley, CA 94720-3206
- USA
- Karl Friston
- University College London
- Institute of Neurology
- The Wellcome Trust Centre for Neuroimaging
- 12 Queen Square
- London WC1N 3BG
- United Kingdom
- Tomoki Fukai
- RIKEN Brain Science Institute
- 2-1 Hirosawa
- Wako
- Saitama 351-0198
- Japan
- and
- CREST
- JST
- 4-1-8 Honcho
- Kawaguchi-shi
- Saitama 332-0012
- Japan
- Asaf Gal
- Technion – Israel Institute of Technology
- Network Biology Research Laboratories and the Faculty of Electrical Engineering
- Haifa 32000
- Israel
- Theo Geisel
- Max Planck Institute for Dynamics and Self-Organization Bernstein Center for Computational Neuroscience
- Am Fassberg 12
- 37077 Göttingen
- Germany
- Paolo Grigolini
- University of North Texas
- Department of Physics
- Center of Nonlinear Science
- 1155 Union Circle 311427
- Denton, Texas 76203
- USA
- Thilo Gross
- University of Bristol
- Department of Engineering Mathematics
- Merchant Venturers Building
- Bristol BS8 1UB
- UK
- Richard Hardstone
- VU University Amsterdam
- Department of Integrative Neurophysiology
- Center for Neurogenomics and Cognitive Research (CNCR)
- Neuroscience Campus Amsterdam (NCA)
- De Boelelaan 1085, 1081 HV
- Amsterdam
- The Netherlands
- Hans J. Herrmann
- ETH Zürich
- Institute for Building Materials
- Computational Physics for Engineering Materials
- Schafmattstrasse 6, HIF
- 8093 Zürich
- Switzerland
- and
- Universidade Federal do Ceará
- Departamento de Física
- Campus do Pici
- 60455-760 Fortaleza
- Ceará
- Brazil
- J. Michael Herrmann
- Max Planck Institute for Dynamics and Self-Organization Bernstein Center for Computational Neuroscience
- Am Fassberg 12
- 37077 Göttingen
- Germany
- and
- University of Edinburgh
- Institute of Perception, Action and Behaviour School of Informatics
- The Informatics Forum
- 10 Crichton Street
- Edinburgh EH8 9AB
- United Kingdom
- Tom Holroyd
- National Institute of Mental Health
- MEG Core Facility
- 10 Center Drive
- Bethesda, MD 20892
- USA
- Ramakrishnan Iyer
- Allen Institute for Brain Science
- Seattle, WA 98103
- USA
- J. A. Scott Kelso
- Florida Atlantic University
- Center for Complex Systems and Brain Sciences
- 777 Glades Road
- Boca Raton, FL 33431
- USA
- and
- University of Ulster (Magee Campus)
- Intelligent Systems Research Centre
- Londonderry, Derry City BT48 7JL
- Northern Ireland
- United Kingdom
- Alfredo Kirkwood
- Johns Hopkins University
- Department of Neuroscience
- Zanvyl Krieger Mind/Brain Institute
- Baltimore, MD 21218
- USA
- Vladimir Klinshov
- RIKEN Brain Science Institute
- 2-1 Hirosawa
- Wako
- Saitama 351-0198
- Japan
- and
- Institute of Applied Physics of the Russian Academy of Sciences
- 46 Ul'yanov Street
- Nizhny Novgorod 603950
- Russia
- Robert Kozma
- University of California at Berkeley
- Department of Molecular & Cell Biology
- Division of Neurobiology
- Berkeley, CA 94720-3206
- USA
- Daniel B. Larremore
- Harvard School of Public Health
- Department of Epidemiology
- Center for Communicable Disease Dynamics
- Boston, MA 02115
- USA
- Anna Levina
- Max Planck Institute for Dynamics and Self-Organization Bernstein Center for Computational Neuroscience
- Am Fassberg 12
- 37077 Göttingen
- Germany
- and
- University of Edinburgh
- Institute of Perception, Action and Behaviour School of Informatics
- The Informatics Forum
- 10 Crichton Street
- Edinburgh EH8 9AB
- United Kingdom
- Klaus Linkenkaer-Hansen
- VU University Amsterdam
- Department of Integrative Neurophysiology
- Center for Neurogenomics and Cognitive Research (CNCR)
- Neuroscience Campus Amsterdam (NCA)
- De Boelelaan 1085
- 1081 HV Amsterdam
- The Netherlands
- Arnold J. Mandell
- University of California San Diego
- Department of Psychiatry
- 9500 Gilman Drive
- La Jolla, CA 92037-0603
- USA
- and
- National Institute of Mental Health
- MEG Core Facility
- 10 Center Drive
- Bethesda, MD 20892
- USA
- and
- Fetzer Franklin Trust
- 1240 West VW Ave.
- Schoolcraft, MI 49087
- USA
- and
- Cielo Institute Inc.
- 486 Sunset Drive
- Asheville, NC 28804-3727
- USA
- Huibert D. Mansvelder
- VU University Amsterdam
- Department of Integrative Neurophysiology
- Center for Neurogenomics and Cognitive Research (CNCR)
- Neuroscience Campus Amsterdam (NCA)
- De Boelelaan 1085
- 1081 HV Amsterdam
- The Netherlands
- Shimon Marom
- Technion – Israel Institute of Technology
- Network Biology Research Laboratories and the Faculty of Medicine
- Haifa 32000
- Israel
- Christian Meisel
- Universitätsklinikum Carl Gustav Carus
- Fetscherstraße 74
- 01307 Dresden
- Germany
- Stefan Mihalas
- Allen Institute for Brain Science
- 511 North 34th Street
- Seattle, WA 98103
- USA
- Daniel Millman
- Harvard University
- Graduate Program in Neuroscience
- Cambridge, MA 02138
- USA
- Bernhard J. Mitterauer
- University of Salzburg
- Forensic Psychiatry and Guenther Archives
- Autobahnweg 7
- Wals A-5071
- Austria
- Ernst Niebur
- John Hopkins...
