Bücher Wenner
Volker Kutscher liest aus "RATH"
18.11.2024 um 19:30 Uhr
Cognitive Phase Transitions in the Cerebral Cortex - Enhancing the Neuron Doctrine by Modeling Neural Fields
von Robert Kozma, Walter J. Freeman
Verlag: Springer International Publishing
Reihe: Studies in Systems, Decision and Control Nr. 39
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ISBN: 978-3-319-24406-8
Auflage: 1st ed. 2016
Erschienen am 30.10.2015
Sprache: Englisch
Umfang: 262 Seiten

Preis: 96,29 €

Inhaltsverzeichnis
Klappentext

Part I Review of Dynamical Brain Theories and Experiments.- Part II Supplementary Materials on Brain Structure and Dynamics.-Part III Commentaries.



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.


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