A male moth locates a conspecific female by detecting her sexual-phero
mone blend. This detection is carried out in the antennal lobe, the fi
rst stage of olfactory information processing, where local inhibitory
neurons and projection (relay) neurons interact, Antennal-lobe neurons
exhibit low-frequency (< 10 Hz) background activity and bursting (> 1
00 Hz) activity in response to pheromone stimulation. We describe this
behavior by a realistic biophysical neuron model, The bursting behavi
or of the model is the result of both intrinsic cellular properties an
d network interaction. A slowly activating and inactivating calcium ch
annel provides a depolarizing current for bursting and disinhibition i
s shown to be a feasible network mechanism for triggering this calcium
channel. Small neural networks utilizing disinhibition are presented
with local neurons intercalated between receptor and projection neuron
s. The firing behaviors of projection neurons in response to stimulati
on by the pheromone blend or its components are in accordance with exp
erimental results, This network architecture offers an alternative vie
w of olfactory processing from the classical architecture derived from
vertebrate studies.