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Aug 2012
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ISBN
0262017644
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| 360 pp.
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| 94 illus.
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| Principles of Brain Dynamics |
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Mikhail I. Rabinovich
,
Karl J. Friston
and
Pablo Varona
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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.
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| Table of Contents |
| | Series Foreword |
| | Introduction |
| 1 | | The Dynamical and Structural Basis of Brain Activity
by Gustavo Deco, Viktor Jirsa, and Karl J. Friston |
| 2 | | Functional Connectivity, Neurocognitive Networks, and Brain Dynamics
by Vinod Menon |
| 3 | | Decoding Mental States from Patterns of Brain Activity
by John-Dylan Haynes |
| 4 | | Transient Brain Dynamics
by Mikhail I. Rabinovich and Pablo Varona |
| 5 | | A Dynamic Field Account of Language-Related Brain Potentials
by Peter beim Graben and Roland Potthast |
| 6 | | Recognition of Sequences of Sequences Using Nonlinear Dynamical Systems
by Stefan J. Kiebel and Karl J. Friston |
| 7 | | The Stability of Information Flows in the Brain
by Mikhail I. Rabinovich, Christian Bick, and Pablo Varona |
| 8 | | Multiscale Electroencephalographic Dynamics and Brain Function
by Maxim Bazhenov and Scott Makeig |
| 9 | | Mapping the Multiscale Information Content of Complex Brain Signals
by Vasily A. Vakorin and Anthony R. McIntosh |
| 10 | | Connectivity and Dynamics of Neural Information Processing
by Viktor Jirsa, Raoul Huys, Ajay Pillai, Dionysios Perdikis, and Marmaduke Woodman |
| 11 | | Transient Motor Behavior and Synchronization in the Cortex
by Andreas Daffertshofer and Bernadette C. M. van Wijk |
| 12 | | Free Energy and Global Dynamics
by Karl J. Friston |
| 13 | | Perception, Action, and Utility: The Tangled Skein
by Samuel J. Gershman and Nathaniel D. Daw |
| 14 | | Short Guide to Modern Nonlinear Dynamics
by Valentin S. Afraimovich, Mikhail I. Rabinovich, and Pablo Varona |
| | Contributors |
| | Index |
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