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Maximum receptive field Rmax = 1.
The parameter values for optimal performance for the mobile traffic data have been found as follows: Number of membership functions = 6 Value for m-of-n parameter = 0.5 Error threshold E = 1 × 10 10 Maximum receptive field Rmax = 1 Rule extraction thresholds T 1 and T 2 Number of examples for aggregation Nagg = 4 Pruning parameters OLD and P r = adaptive Learning rates, lr1 = lr2 = 0.9.
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Then, the saliency support region of a given pixel is searched to mimic the maximum response of the receptive field in the neurophysiological experiment.
A direct demonstration is given by the simulation in Fig. 2d, where the maximum of the aggregate receptive field (Eq. 4) is plotted for each point on the column, yielding a Gaussian distribution.
We compared the baseline-firing rate and the amplitude of the receptive field (=the maximum response after baseline subtraction) for all 100 cells in both attentional conditions with the same measures in the fixation condition.
Once a single unit was isolated, the stimulating probe (diameter = 1 mm) was fixed using cyanoacrylate to the point of maximum sensitivity (or hot spot) of its receptive field on the paw.
The center of the receptive field was defined as the location where the maximum number of spikes per second was observed in the PSTH.
As expected from the receptive field (which has a strong downward sensitivity in the frontal part of the visual field), the maximum of the rotational action field of VS1 is roughly at +90 deg azimuth and at 0 deg elevation.
The center of the receptive field is z = (x,y).
The neuronal activity evoked by stimuli confined in a receptive field can be modulated by surround stimuli of the extra-classical receptive field (eCRF).
Each descriptor corresponds to a receptive field in the original image.
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