V K Jirsa (2000)
Dimension reduction in pattern forming systems with heterogeneous connection topologies
PROGRESS OF THEORETICAL PHYSICS SUPPLEMENT(139):128–138.
Spatiotemporal pattern formation in physical and chemical systems
is typically based on a dynamics with a homogeneous, i.e. translationally
invariant, connection topology. However, biological systems like
the human cortex show homogeneous connectivity with additional strongly
heterogeneous projections ti-om one area to another. Here we use
nonlinear retarded integral equations to describe the spatiotemporal
dynamics of systems with heterogeneous connections. Systematic changes
in the connection topology may be used as a control parameter to
guide the system through a series of phase transitions. Here we
show how the dynamics of the entire system may be reduced to a few
degrees of freedom at these bifurcation points.,