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IGRF provides predictive averaged SV over a 5-year period starting from a given epoch.
During the first phase of learning, both training and validation errors decrease, but, from a given epoch (the ES epoch) onward, the validation error increases as the network starts to overfit, while the training error continues to decrease.
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The upper-case letter on the top of each plot identifies the particular channel profile for a given epoch.
Thus, the forecast at a given epoch is not independent from the observation at this epoch.
At a given epoch k, the algorithm uses point features matched from four views which are stereo pairs from two consecutive epochs, i.e., ( {mathbf{x}}_{L,k}^c,{mathbf{x}}_{R,k}^c,{mathbf{x}}_{L,k-1}^c ) and ( {mathbf{x}}_{R,k-1}^c ) as depicted in Fig. 3.
Neurons whose firing rate during a given epoch was significantly different (paired t-test, P<0,01) from their baseline firing rate during the rest period were defined as expressing task-related changes in activity.
The start epoch for each satellite is essentially randomly selected as long as there are at least 50 cycle slip free epochs after a given epoch.
IGRF models result from a collective and international effort, in order to derive the most accurate model of the main geomagnetic field at a given epoch.
We consider that a user can only be connected to one BS at a given epoch.
Fig. 3 Reference scenario and available BSs at a given epoch.
Since the natural laws dominating a given epoch depend upon that epoch's social order, natural laws cannot be regarded as immutable; like all finite realities, they too are likely to change in the course of cosmic history.
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