Cognitive Phase Transitions in the Cerebral Cortex - Enhancing the Neuron Doctrine by Modeling Neural Fields
Robert Kozma
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Description for Cognitive Phase Transitions in the Cerebral Cortex - Enhancing the Neuron Doctrine by Modeling Neural Fields
Hardback. Series: Studies in Systems, Decision and Control. Num Pages: 254 pages, 26 black & white illustrations, 31 colour illustrations, biography. BIC Classification: GPFC; JMR; PBV; UYQN. Category: (P) Professional & Vocational. Dimension: 235 x 155. .
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 ... Read more
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 ... Read more
Product Details
Publisher
Springer International Publishing AG Switzerland
Number of pages
254
Format
Hardback
Publication date
2015
Series
Studies in Systems, Decision and Control
Condition
New
Weight
580g
Number of Pages
262
Place of Publication
Cham, Switzerland
ISBN
9783319244044
SKU
V9783319244044
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
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