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Item Details
Title:
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COGNITIVE PHASE TRANSITIONS IN THE CEREBRAL CORTEX - ENHANCING THE NEURON DOCTRINE BY MODELING NEURAL FIELDS
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Volume: |
2015 |
By: |
Robert Kozma, Walter J. Freeman |
Format: |
Hardback |
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List price:
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£109.99 |
We currently do not stock this item, please contact the publisher directly for
further information.
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ISBN 10: |
3319244043 |
ISBN 13: |
9783319244044 |
Publisher: |
SPRINGER INTERNATIONAL PUBLISHING AG |
Pub. date: |
3 November, 2015 |
Series: |
Studies in Systems, Decision and Control 39 |
Pages: |
262 |
Synopsis: |
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. |
Illustrations: |
biography |
Publication: |
Switzerland |
Imprint: |
Springer International Publishing AG |
Returns: |
Returnable |
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