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Item Details
Title: COGNITIVE PHASE TRANSITIONS IN THE CEREBRAL CORTEX - ENHANCING THE NEURON DOCTRINE BY MODELING NEURAL FIELDS
Volume: 2015
By: Robert Kozma, Walter J. Freeman
Format: Hardback

List price: £109.99


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ISBN 10: 3319244043
ISBN 13: 9783319244044
Publisher: SPRINGER INTERNATIONAL PUBLISHING AG
Pub. date: 3 November, 2015
Series: Studies in Systems, Decision and Control 39
Pages: 262
Synopsis: This intriguing book was born out of the many discussions the authors had in the past 10 years about the role of scale-free structure and dynamics in producing intelligent behavior in brains. The microscopic dynamics of neural networks is well described by the prevailing paradigm based in a narrow interpretation of the neuron doctrine. This book broadens the doctrine by incorporating the dynamics of neural fields, as first revealed by modeling with differential equations (K-sets). The book broadens that approach by application of random graph theory (neuropercolation). The book concludes with diverse commentaries that exemplify the wide range of mathematical/conceptual approaches to neural fields. This book is intended for researchers, postdocs, and graduate students, who see the limitations of network theory and seek a beachhead from which to embark on mesoscopic and macroscopic neurodynamics.
Illustrations: biography
Publication: Switzerland
Imprint: Springer International Publishing AG
Returns: Returnable
Some other items by this author:
ADVANCES IN NEUROMORPHIC MEMRISTOR SCIENCE AND APPLICATIONS (HB)
ARTIFICIAL INTELLIGENCE IN THE AGE OF NEURAL NETWORKS AND BRAIN COMPUTING (PB)
COGNITIVE PHASE TRANSITIONS IN THE CEREBRAL CORTEX - ENHANCING THE NEURON DOCTRINE BY MODELING NEURAL FIELDS (PB)
HANDBOOK OF LARGE-SCALE RANDOM NETWORKS (HB)
HANDBOOK OF LARGE-SCALE RANDOM NETWORKS (PB)
HOW BRAINS MAKE UP THEIR MINDS (HB)
IMAGING BRAIN FUNCTION WITH EEG (HB)
MODELING PHASE TRANSITIONS IN THE BRAIN (HB)
MODELING PHASE TRANSITIONS IN THE BRAIN (PB)
NEURO-FUZZY TECHNIQUES FOR INTELLIGENT INFORMATION SYSTEMS (HB)
NEURODYNAMICS (PB)
NEURODYNAMICS OF COGNITION AND CONSCIOUSNESS (HB)
NEURODYNAMICS OF COGNITION AND CONSCIOUSNESS (PB)
RECLAIMING COGNITION (PB)
SOCIETIES OF BRAINS
SOCIETIES OF BRAINS
SOCIETIES OF BRAINS
SOCIETIES OF BRAINS (HB)
SOCIETIES OF BRAINS (PB)
THE VIRTUAL HIGH SCHOOL (HB)
THE VIRTUAL HIGH SCHOOL (PB)

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