Produktbild: Cognitive Phase Transitions in the Cerebral Cortex - Enhancing the Neuron Doctrine by Modeling Neural Fields

Cognitive Phase Transitions in the Cerebral Cortex – Enhancing the Neuron Doctrine by Modeling Neural Fields

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Studies in Systems, Decision and Control 39

ISBN: 3319373528
ISBN 13: 9783319373522
Autor: Kozma, Robert/Freeman, Walter J
Verlag: Springer Verlag GmbH
Umfang: xxv, 262 S.
Erscheinungsdatum: 23.08.2016
Auflage: 1/2016
Produktform: Kartoniert
Einband: Kartoniert

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.

Artikelnummer: 2874591 Kategorie:

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