Pa. Robinson et al., PROPAGATION AND STABILITY OF WAVES OF ELECTRICAL-ACTIVITY IN THE CEREBRAL-CORTEX, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics, 56(1), 1997, pp. 826-840
Nonlinear equations are introduced to model the behavior of the waves
of cortical electrical activity that are responsible for signals obser
ved in electroencephalography. These equations incorporate nonlinearit
ies, axonal and dendritic lags, excitatory and inhibitory neuronal pop
ulations, and the two-dimensional nature of the cortex, while renderin
g nonlinear features far more tractable than previous formulations, bo
th analytically and numerically. The model equations are first used to
calculate steady-state levels of cortical activity for various levels
of stimulation. Dispersion equations for linear waves are then derive
d analytically and an analytic expression is found for the linear stab
ility boundary beyond which a seizure will occur. The effects of bound
ary conditions in determining global eigenmodes are also studied in va
rious geometries and the corresponding eigenfrequencies are found. Num
erical results confirm the analytic ones, which are also found to repr
oduce existing results in the relevant limits, thereby elucidating the
limits of validity of previous approximations.