Robert Kozma & Walter J. Freeman 
Cognitive Phase Transitions in the Cerebral Cortex — Enhancing the Neuron Doctrine by Modeling Neural Fields [PDF ebook] 

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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.

€96.29
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Содержание

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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язык английский ● Формат PDF ● страницы 262 ● ISBN 9783319244068 ● Размер файла 8.8 MB ● издатель Springer International Publishing ● город Cham ● Страна CH ● опубликованный 2015 ● Загружаемые 24 месяцы ● валюта EUR ● Код товара 4677462 ● Защита от копирования Социальный DRM

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