V K Jirsa and H Haken (1997)
A derivation of a macroscopic field theory of the brain from the quasi-microscopic neural dynamics
PHYSICA D 99(4):503–526.
The purpose of this paper is twofold: First, we present a semi-quantitative
nonlinear field theory of the brain under realistic anatomical connectivity
conditions describing the interaction between functional units within
the brain. This macroscopic field theory is derived from the quasi
microscopic conversion properties of neural populations occurring
at synapses and somas. The quasi-microscopic models by Wilson-Cowan
(1972,1973) and Nunez (1974) can be derived from these. Functional
units are treated as inhomogeneities within a nonlinear one-dimensional
neural tissue. Second, for the case of the Kelso experiment the
field equation is treated analytically and numerically and can be
reduced to a set of ordinary differential equations which corresponds
to a model by Jirsa et al. (1994,1995). This phenomenological model
reproduces the spatio-temporal phenomena experimentally observed.
Here the most prominent property of the neural tissue is the parametric
excitation. The macroscopic field parameters can be expressed by
quasi-microscopic neural parameters.,