We analyze the collective behavior of a lattice model of pulse-coupled
oscillators. By means of computer simulations we find the relation be
tween the intrinsic dynamics of each member of the population and thei
r mutual interactions that ensures, in a general context, the existenc
e of a fully synchronized regime. This condition turns out to be the s
ame as that obtained for the globally coupled population. When the con
dition is not completely satisfied we find different spatial structure
s. This also gives some hints about self-organized criticality.