Cognitive Phase Transitions In The Cerebral Cortex: Enhancing The Neuron Doctrine By Modeling Neural Fields Hardcover English by Robert Kozma - 01 Dec 2015
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(Original Copy - نسخه أصلية)
Specifications
| Publisher | Springer International Publishing AG |
| ISBN 13 | 9783319244044 |
| ISBN 10 | 3319244043 |
| Book 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. |
| Language | English |
| Author | Robert Kozma, Walter J. Freeman |
| Publication Date | 01 Dec 2015 |
| Number of Pages | 262 |
Cognitive Phase Transitions In The Cerebral Cortex: Enhancing The Neuron Doctrine By Modeling Neural Fields Hardcover English by Robert Kozma - 01 Dec 2015
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