D. Golomb et Gb. Ermentrout, Effects of delay on the type and velocity of travelling pulses in neuronalnetworks with spatially decaying connectivity, NETWORK-COM, 11(3), 2000, pp. 221-246
We study a one-dimensional model of integrate-and-fire neurons that are all
owed to fire only one spike, and are coupled by excitatory synapses with de
lay. At small delay values, this model describes a disinhibited cortical sl
ice. At large delay values, the model is a reduction of a model of thalamic
networks composed of excitatory and inhibitory neurons, in which the excit
atory neurons show the post-inhibitory rebound mechanism. The velocity and
stability of propagating continuous pulses are calculated analytically. Two
pulses with different velocities exist if the synaptic coupling is larger
than a minimal value; the pulse with the lower velocity is always unstable.
Above a certain critical value of the constant delay, continuous pulses lo
se stability via a Hopf bifurcation, and lurching pulses emerge. The parame
ter regime for which lurching occurs is strongly affected by the synaptic f
ootprint (connectivity) shape. A bistable regime, in which both continuous
and lurching pulses can propagate, may occur with square or Gaussian footpr
int shapes but not with an exponential footprint shape. A perturbation calc
ulation is used in order to calculate the spatial lurching period and the v
elocity of lurching pulses at large delay values. For strong synaptic coupl
ing, the velocity of the lurching pulse is governed by the tail of the syna
ptic footprint shape. Moreover, the velocities of continuous and lurching p
ulses have the same functional dependencies on the strength of the synaptic
coupling strength g(syn): they increase logarithmically with g(syn) for an
exponential footprint shape, they scale like (1n g(syn))(1/2) for a Gaussi
an footprint shape, and they are bounded for a square footprint shape or an
y shape with a finite support. We find analytically how the axonal propagat
ion velocity reduces the velocity of continuous pulses; it does not affect
the critical delay. We conclude that the differences in velocity and shape
between the front of thalamic spindle waves in vitro and cortical paroxysma
l discharges stem from their different effective delays.