Tj. Lewis et J. Rinzel, Self-organized synchronous oscillations in a network of excitable cells coupled by gap junctions, NETWORK-COM, 11(4), 2000, pp. 299-320
Recent evidence suggests that electrical coupling plays a role in generatin
g oscillatory behaviour in networks of neurons; however, the underlying mec
hanisms have not been identified. Using a cellular automata model proposed
by Traub et at (Traub R D, Schmitz D, Jefferys J G and Draguhn A 1999 High-
frequency population oscillations are predicted to occur in hippocampal pyr
amidal neural networks interconnected by axo-axonal gap junctions Neuroscie
nce 92 40726), we describe a novel mechanism for self-organized oscillation
s in networks that have strong, sparse random electrical coupling via gap j
unctions. The network activity is generated by random spontaneous activity
that is moulded into regular population oscillations by the propagation of
activity through the network. We explain how this activity gives rise to pa
rticular dependences of mean oscillation frequency on network connectivity
parameters and on the rate of spontaneous activity, and we derive analytica
l expressions to approximate the mean frequency and variance of the oscilla
tions. In doing so, we provide insight into possible mechanisms for frequen
cy control and modulation in networks of neurons.