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Principles of Brain Dynamics: Global State Interactions [Kõva köide]

Contributions by (Institute of Neurology), Contributions by (Stanford University), Edited by (University of California, San Diego), Edited by (Institute of Neurology), Contributions by (Universitat Pompeu Fabra), Contributions by , Edited by (Universidad Autonoma de Madrid), Contributions by , Contributions by (UMR6233 Institut des Sciences du Mouvement CNRS), Contributions by (Univ)
  • Formaat: Hardback, 360 pages, kõrgus x laius x paksus: 229x178x25 mm, kaal: 862 g, 94 b&w illus., 4 tables, 36 color plates; 130 Illustrations
  • Sari: Computational Neuroscience Series
  • Ilmumisaeg: 06-Jul-2012
  • Kirjastus: MIT Press
  • ISBN-10: 0262017644
  • ISBN-13: 9780262017640
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  • Formaat: Hardback, 360 pages, kõrgus x laius x paksus: 229x178x25 mm, kaal: 862 g, 94 b&w illus., 4 tables, 36 color plates; 130 Illustrations
  • Sari: Computational Neuroscience Series
  • Ilmumisaeg: 06-Jul-2012
  • Kirjastus: MIT Press
  • ISBN-10: 0262017644
  • ISBN-13: 9780262017640
Teised raamatud teemal:

The consideration of time or dynamics is fundamental for all aspects of mentalactivity--perception, cognition, and emotion--because the main feature of brain activity is thecontinuous change of the underlying brain states even in a constant environment. The application ofnonlinear dynamics to the study of brain activity began to flourish in the 1990s when combined withempirical observations from modern morphological and physiological observations. This book offersperspectives on brain dynamics that draw on the latest advances in research in the field. Itincludes contributions from both theoreticians and experimentalists, offering an eclectic treatmentof fundamental issues. Topics addressed range from experimental and computational approaches totransient brain dynamics to the free-energy principle as a global brain theory. The book concludeswith a short but rigorous guide to modern nonlinear dynamics and their application to neuraldynamics.

Series Foreword vii
Introduction 1(8)
1 The Dynamical and Structural Basis of Brain Activity
9(18)
Gustavo Deco
Viktor Jirsa
Karl J. Friston
2 Functional Connectivity, Neurocognitive Networks, and Brain Dynamics
27(22)
Vinod Menon
3 Decoding Mental States from Patterns of Brain Activity
49(22)
John-Dylan Haynes
4 Transient Brain Dynamics
71(22)
Mikhail I. Rabinovich
Pablo Varona
5 A Dynamic Field Account of Language-Related Brain Potentials
93(20)
Peter beim Graben
Roland Potthast
6 Recognition of Sequences of Sequences Using Nonlinear Dynamical Systems
113(28)
Stefan J. Kiebel
Karl J. Friston
7 The Stability of Information Flows in the Brain
141(24)
Mikhail I. Rabinovich
Christian Bick
Pablo Varona
8 Multiscale Electroencephalographic Dynamics and Brain Function
165(18)
Maxim Bazhenov
Scott Makeig
9 Mapping the Multiscale Information Content of Complex Brain Signals
183(26)
Vasily A. Vakorin
Anthony R. McIntosh
10 Connectivity and Dynamics of Neural Information Processing
209(24)
Viktor Jirsa
Raoul Huys
Ajay Pillai
Dionysios Perdikis
Marmaduke Woodman
11 Transient Motor Behavior and Synchronization in the Cortex
233(28)
Andreas Daffertshofer
Bernadette C. M. van Wijk
12 Free Energy and Global Dynamics
261(32)
Karl J. Friston
13 Perception, Action, and Utility: The Tangled Skein
293(20)
Samuel J. Gershman
Nathaniel D. Daw
14 Short Guide to Modern Nonlinear Dynamics
313(26)
Valentin S. Afraimovich
Mikhail I. Rabinovich
Pablo Varona
Contributors 339(2)
Index 341