Neural Fields Theory and Applications /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Coombes, Stephen (Επιμελητής έκδοσης), beim Graben, Peter (Επιμελητής έκδοσης), Potthast, Roland (Επιμελητής έκδοσης), Wright, James (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2014.
• Θέματα: Mathematics.; Dynamics.; Ergodic theory.; Functional analysis.; Integral equations.; Biophysics.; Biological physics.; Systems biology.; Biological systems.; Cognitive psychology.; Integral Equations.; Dynamical Systems and Ergodic Theory.; Biophysics and Biological Physics.; Functional Analysis.; Biological Networks, Systems Biology.; Cognitive Psychology.

With this book, the editors present the first comprehensive collection in neural field studies, authored by leading scientists in the field - among them are two of the founding-fathers of neural field theory. Up to now, research results in the field have been disseminated across a number of distinct...

Πίνακας περιεχομένων:

• Preface
• 1.Tutorial on Neural Field Theory. S. Coombes, P. beim Graben and R. Potthast
• Part I Theory of Neural Fields
• 2.A Personal Account of the Development of the Field Theory of Large-Scale Brain Activity from 1945 Onward. J. Cowan
• 3.HeavisideWorld: Excitation and Self-Organization of Neural Fields. Shun-ichi Amari
• 4.Spatiotemporal Pattern Formation in Neural Fields with Linear Adaptation. G.B. Ermentrout, S.E. Folias and Z.P. Kilpatrick
• 5.PDE Methods for Two-Dimensional Neural Fields. C.R. Laing
• 6.Numerical Simulation Scheme of One- and Two Dimensional Neural Fields Involving Space-Dependent Delays. A. Hutt and N. Rougier
• 7.Spots: Breathing, Drifting and Scattering in a Neural Field Model. S. Coombes, H. Schmidt and D. Avitabile
• 8.Heterogeneous Connectivity in Neural Fields: A Stochastic Approach. C.A. Brackley and M.S. Turner
• 9.Stochastic Neural Field Theory. P.C. Bressloff
• 10.On the Electrodynamics of Neural Networks. P. beim Graben and S. Rodrigues
• Part II Applications of Neural Fields
• 11.Universal Neural Field Computation. P. beim Graben and R. Potthast
• 12.A Neural Approach to Cognition Based on Dynamic Field Theory. J. Lins and G. Schöner
• 13.A Dynamic Neural Field Approach to Natural and Efficient Human-Robot Collaboration. W. Erlhagen and E. Bicho
• 14.Neural Field Modelling of the Electroencephalogram: Physiological Insights and Practical Applications. D. T. J. Liley
• 15.Equilibrium and Nonequilibrium Phase Transitions in a Continuum Model of an Anesthetized Cortex. D.A. Steyn-Ross, M.L. Steyn-Ross, and J.W. Sleigh
• 16.Large Scale Brain Networks of Neural Fields. V. Jirsa
• 17.Neural Fields, Masses and Bayesian Modelling. D.A. Pinotsis and K.J. Friston
• 18.Neural Field Dynamics and the Evolution of the Cerebral Cortex. J.J. Wright and P.D. Bourke
• Index.