Networks of brain cells alternate between periods of calm and periods of instability - "avalanches" of electrical activity that cascade through the neurons.

First, a cascade model with neural networks and linear dynamic systems, which is determinate and general, is used in modeling the nonlinear dynamic systems.

For the case of reciprocal and nonreciprocal networks in cascade, a method determining the reciprocal property of the resultant network is also presented.