Cognitive Phase Transitions in the Cerebral Cortex - Enhancing the Neuron Doctrine by Modeling Neural Fields
Series: Studies in Systems, Decision and Control; 39;
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Product details:
- Edition number 1st ed. 2016
- Publisher Springer International Publishing
- Date of Publication 6 November 2015
- Number of Volumes 1 pieces, Book
- ISBN 9783319244044
- Binding Hardback
- No. of pages262 pages
- Size 235x155 mm
- Weight 5561 g
- Language English
- Illustrations XXV, 262 p. Illustrations, black & white 0
Categories
Long description:
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.
Table of Contents:
Part I Review of Dynamical Brain Theories and Experiments.- Part II Supplementary Materials on Brain Structure and Dynamics.-Part III Commentaries.
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