V K Jirsa and J A Kelso (2005)
The excitator as a minimal model for the coordination dynamics of discrete and rhythmic movement generation
JOURNAL OF MOTOR BEHAVIOR 37(1):35–51.
The authors identify a class of excitable two-dimensional model systems.
the excitators, that provide an entry point to the understanding
of the mechanisms of discrete and rhythmic movement generation and
a variety of related phenomena, such as false starts and the geometry
of phase space trajectories. The starting point of their analysis
is the topological properties of the phase flow. In particular,
the phenomenon of false starts provides a characteristic structural
condition for the phase flow, the separatrix, which partitions the
phase space. Threshold phenomena, which are characteristic of excitable
systems, as well as stable and unstable fixed points and periodic
orbits, are discussed. Stable manifolds in the proximity of fixed
points, resulting in an overshoot and a slow return phase after
movement execution, are predicted in the analysis. To investigate
coordination phenomena, the authors discuss the effects of two types
of couplings, the sigmoidal coupling and a truncated version thereof,
known as the Haken-Kelso-Bunz (HKB) coupling. They show analytically
and numerically that the sigmoidal coupling leads to convergence
phenomena in phase space, whereas the HKB coupling displays convergent
as well as divergent behaviors. The authors suggest a specific representation
of the excitator that allows the quantification of the predictions.,