We investigated the dynamics of localized excitatory and inhibitory populat
ions coupled by dynamic synapses. The synaptic connections exhibit fast dep
ression and facilitation as recently observed in neocortex. Phase plane ana
lysis and numerical simulations are used to investigate population response
s to various stimuli. In particular, we analyze the fixed point structure,
their stability as a function of input currents. We find parameter sets for
which the system exhibits anomalous behavior, by decreasing the activity o
f both excitatory and inhibitory populations in response to an increase of
the inhibitory input current. (C) 2000 Elsevier Science B.V. All rights res
erved.