We analyze the existence and stability of phase-locked states of neurons co
upled electrically with gap junctions. We show that spike shape and size, a
long with driving current (which affects network frequency), play a large r
ole in which phase-locked modes exist and are stable. Our theory makes pred
ictions about biophysical models using spikes of different shapes, and we p
resent simulations to confirm the predictions. We also analyze a large syst
em of all-to-all coupled neurons and show that the splay-phase state can ex
ist only for a certain range of frequencies.