Principles of Brain Dynamics
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From Computational Neuroscience Series

Principles of Brain Dynamics

Global State Interactions

Edited by Mikhail I. Rabinovich, Karl J. Friston and Pablo Varona

Experimental and theoretical approaches to global brain dynamics that draw on the latest research in the field.

Overview

Author(s)

Praise

Summary

Experimental and theoretical approaches to global brain dynamics that draw on the latest research in the field.

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.

Hardcover

$72.00 S ISBN: 9780262017640 360 pp. | 9 in x 7 in 94 b&w illus., 4 tables, 36 color plates

Editors

Mikhail I. Rabinovich

Mikhail I. Rabinovich is Research Scientist at the BioCircuits Institute at the University of California, San Diego.

Karl J. Friston

Karl J. Friston is Wellcome Principal Fellow and Scientific Director of the Wellcome Trust Centre for Neuroimaging and a Professor at University College London.

Pablo Varona

Pablo Varona is Associate Professor in the Department of Computer Science at Universidad Autónoma de Madrid.

Endorsements

  • Edited volumes are rarely this exciting. Coherently focusing on the challenging issues of brain dynamics, both the editors and contributors cover (and explain!) important topics from theoretical models to EEG data mining, from structural complexity to functional dynamic. Principles of Brain Dynamics is an excellent compendium of both methods and ideas, and a must-have volume for those of us interested in brain mechanisms of information transmission.

    György Buzsáki

    Biggs Professor of Neuroscience at The Neuroscience Institute, New York University, School of Medicine; author of Rhythms of the Brain