Buch, Englisch, Band 616, 342 Seiten, Format (B × H): 160 mm x 241 mm, Gewicht: 727 g
Buch, Englisch, Band 616, 342 Seiten, Format (B × H): 160 mm x 241 mm, Gewicht: 727 g
Reihe: Studies in Systems, Decision and Control
ISBN: 978-3-032-00241-9
Verlag: Springer
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.
Zielgruppe
Research
Autoren/Hrsg.
Fachgebiete
Weitere Infos & Material
Walter Freeman’s Legacy.- On the languages of brains.- Experimental Investigation of High-Resolution Spatio-Temporal Cortical Activity Patterns.- Heuristic Interpretation of Experimental Results as Cortical Phase Transitions.
