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Principles of Brain Dynamics : Global State Interactions

ISBN: 9780262017640 | 0262017644
Edition: 1st
Format: Hardcover
Publisher: MIT PRESS
Pub. Date: 7/1/2012

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SummaryTable of ContentsAuthor Biography
The consideration of time or dynamics is fundamental for all aspects of mental activity--perception, cognition, and emotion--because the main feature of brain activity is the continuous change of the underlying brain states even in a constant environment. The application of nonlinear dynamics to the study of brain activity began to flourish in the 1990s when combined with empirical observations from modern morphological and physiological observations. This book offers perspectives on brain dynamics that draw on the latest advances in research in the field. It includes contributions from both theoreticians and experimentalists, offering an eclectic treatment of fundamental issues. Topics addressed range from experimental and computational approaches to transient brain dynamics to the free-energy principle as a global brain theory. The book concludes with a short but rigorous guide to modern nonlinear dynamics and their application to neural dynamics.
Series Forewordp. vii
Introductionp. 1
The Dynamical and Structural Basis of Brain Activityp. 9
Functional Connectivity, Neurocognitive Networks, and Brain Dynamicsp. 27
Decoding Mental States from Patterns of Brain Activityp. 49
Transient Brain Dynamicsp. 71
A Dynamic Field Account of Language-Related Brain Potentialsp. 93
Recognition of Sequences of... MOREp. 113
The Stability of Information Flows in the Brainp. 141
Multiscale Electroencephalographic Dynamics and Brain Functionp. 165
Mapping the Multiscale Information Content of Complex Brain Signalsp. 183
Connectivity and Dynamics of Neural Information Processingp. 209
Transient Motor Behavior and Synchronization in the Cortexp. 233
Free Energy and Global Dynamicsp. 261
Perception, Action, and Utility: The Tangled Skeinp. 293
Short Guide to Modern Nonlinear Dynamicsp. 313
Contributorsp. 339
Indexp. 341
Table of Contents provided by Ingram. All Rights Reserved.
Mikhail I. Rabinovich is Research Scientist at the BioCircuits Institute at the University of California, San Diego. Karl J. Friston is Wellcome Principal Research Fellow and Scientific Director of the Wellcome Trust Centre for Neuroimaging and Professor in the Institute of Neurology at University College London. Pablo Varona is Associate Professor in the Department of Computer Science at Universidad Autonoma de Madrid.


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