  In this work, we present a new mathematical model of a boundary coupled
neuron network described by the partly diffusive Hindmarsh-Rose equations. We
prove the global absorbing property of the solution semiflow and then the main
result on the asymptotic synchronization of this neuron network at a uniform
exponential rate provided that the boundary coupling strength and the
stimulating signal exceed a quantified threshold in terms of the parameters.
