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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Table des matières

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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Langue Anglais ● Format PDF ● Pages 262 ● ISBN 9783319244068 ● Taille du fichier 8.8 MB ● Maison d’édition Springer International Publishing ● Lieu Cham ● Pays CH ● Publié 2015 ● Téléchargeable 24 mois ● Devise EUR ● ID 4677462 ● Protection contre la copie DRM sociale

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