Neural Fields Theory and Applications /

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...

Descripción completa

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Coombes, Stephen (Editor ), beim Graben, Peter (Editor ), Potthast, Roland (Editor ), Wright, James (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2014.
Edición:1st ed. 2014.
Temas:
Integral equations.
Dynamical systems.
Biophysics.
Functional analysis.
Bioinformatics.
Cognitive psychology.
Integral Equations.
Dynamical Systems.
Functional Analysis.
Computational and Systems Biology.
Cognitive Psychology.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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.

Ejemplares similares