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However, lower-intensity whisker stimulation revealed a more than 10-fold increase in mean firing output compared with control animals.
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The most selective output neurons of VisNet and HMAX were identified as those with the highest mean firing rate to all transforms of an object relative to the firing rates across all transforms of all objects and a high corresponding stimulus-specific information value for that class.
Mean spontaneous activity was subtracted from mean firing rates.
The response (mean firing rate) of the RGC at time t is z t = g (∑ s = 1 S w s y s t ), where g is the output nonlinearity and w s is an element of the vector w.
Burst firing is ill described by using the mean firing rate.
Stable firing across tens of minutes allowed reliable estimation of mean firing rate.
Every conditioner frequency/level combination yielded a mean firing rate.
From each mean firing rate we subtracted the mean baseline-firing rate measured in the respective task condition.
Network mean firing rates were calculated by averaging the mean firing rates of all units for a given time-point.
Reponses for each cell were normalized to baseline firing rate by calculating a Z-score (Z = (Ri-Rm)/S.D ., where Ri = firing rate at an individual time point and Rm = mean firing rate, S.D. = standard deviation of the mean firing rate.
Thus, the same mean firing rate of the population arises from variable firing rates of individual neurons.
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