P. Litaudon et al., EVIDENCE FOR SYNCHRONIZED RESPONSES IN THE PIRIFORM CORTEX BY USING GIBBS POTENTIAL ANALYSIS, Biological cybernetics, 76(2), 1997, pp. 119-127
The piriform cortex is a large paleocortical area which receives direc
t projections from the olfactory bulb. In order to study the spatiotem
poral distribution of the piriform cortex activity, we chose optical r
ecording of the responses evoked by olfactory bulb electrical stimulat
ion. Such a stimulation elicited a large signal corresponding to corti
cal reactivation (disynaptic activity) via intrinsic association fibre
s. As the disynaptic activity was observed over the entire piriform ar
ea, we wondered whether or not this redistribution contributes to a sy
nchronisation of the activity in the piriform cortex. In order to answ
er this question, we developed a statistical approach which allows us
to take the temporal dimension into account. The analysis was performe
d by using the Gibbs potential analysis. The neural response of the di
ode is represented by a stochastic point process (occurrence of latenc
y peak), and the response of the diode array is given as successive re
alisations of a binary random field defined on a finite set. The Gibbs
measure associated with this field is then estimated through the inte
raction potentials of the field's configurations, which provide a quan
titative evaluation of the interaction and the synchronisation between
the neural sites. The analysis was performed on the latency of the pe
ak of disynaptic activity, which was determined from signals from 60 d
ifferent acquisitions realised with the same stimulus parameters. From
these 60 files of latency values, we estimated the Gibbs interaction
potential of singletons and pairs. The former gave an image of the spa
tiotemporal distribution of the disynaptic activity, which appears to
propagate from the anterior to the posterior part of the area recorded
. The estimation of the interaction potential of pairs allows us to ch
aracterise the degree of synchronisation between two neighbouring reco
rding sites. It appeared that, in the anterior half of the area record
ed, the disynaptic activity was statistically desynchronised whereas,
in the posterior part the disynaptic activity appeared strongly synchr
onised. The functional implications of such a spatiotemporal distribut
ion of the activity are discussed.