This paper studies the features of a net of N pulse-coupled model neurons,
taking into account the dynamics of dendrites and axons. The axonal pulses
are modeled by delta-functions. We admit a general dependence of the coupli
ng strengths on the neuronal indices. In detail, the results are
1. exact solution of the phase-locked state for delayed interactions with s
everal delay times
2. stability analysis of phase-locked state. Delays cause relaxation oscill
ations of the pulse rate. In general, increasing delay times increase relax
ation times
3. beyond critical coupling strength exponential increase of pulse rate of
phase-locked state
4. under different conditions inst abilities occur leading to spatio-tempor
al patterns of neural firing rates.