Cognitive Phase Transitions in the Cerebral Cortex - Enhancing the Neuron Doctrine by Modeling Neural Fields
tarafından
Kozma, Robert. author.
Başlık
:
Cognitive Phase Transitions in the Cerebral Cortex - Enhancing the Neuron Doctrine by Modeling Neural Fields
Yazar
:
Kozma, Robert. author.
ISBN
:
9783319244068
Yazar
:
Kozma, Robert. author.
Edisyon
:
1st ed. 2016.
Fiziksel Niteleme
:
XXV, 262 p. 57 illus., 26 illus. in color. online resource.
Seri
:
Studies in Systems, Decision and Control, 39
Özet
:
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.
Konu Başlığı
:
Engineering.
Artificial intelligence.
Computational intelligence.
Complexity, Computational.
Cognitive psychology.
Artificial Intelligence (incl. Robotics).
Complexity.
Yazar Ek Girişi
:
Freeman, Walter J.
Ek Kurum Yazar
:
SpringerLink (Online service)
Elektronik Erişim
:
Materyal Türü | Barkod | Yer Numarası | Durumu/İade Tarihi |
---|
Electronic Book | 16917-1001 | Q342 | Springer E-Book Collection |