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

Name: Cognitive Phase Transitions in the Cerebral Cortex - Enhancing the Neuron Doctrine by Modeling Neural Fields
SKU: 23874576
Price: 297.00 NZD
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Format:

Hardback

Series:

Studies in Systems, Decision and Control

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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.

Release date NZ

November 6th, 2015

Author

Series

Studies in Systems, Decision and Control

Pages

262

Edition

1st ed. 2016

Audience

Professional & Vocational

Illustrations

XXV, 262 p.

Dimensions

155x235x15

ISBN-13

9783319244044

Product ID

23874576

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