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Keep in mind that before the computation both the signal and the kernel need to be padded to the same size (that is, to the size of the resulting convolved signal) to avoid problems with boundary values.
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The kernels need to be partially dry with only a little moisture in them.
Midway through Theodore Friend's compelling "Indonesian Destinies," the reader comes across the essential kernel needed by any outsider to understand the complexities of the history and society that underlie Indonesia, the world's most populous Muslim country.
Our method moreover has the advantage that it is non-parametric, whereas in the kernel-density approach the standard deviation of the Gaussian kernel needs to be set, which can be seen as a threshold on the allowed distance between fixation point and saliency prediction.
The reason for the high ignition energy needed to initiate disproportionation of trifluoroethylene was considered to be that the flame kernel needed to have a large size and a long lifetime to propagate the disproportionation reaction because of its lower frequency factor of producing solid graphite.
In truth, the kernel does need to be protected; many problems have arisen over the years because software, installed by both the good guys and the bad guys, has been able to rejigger the kernel in ways that have been harmful to the machines.
To fully exploit this property, the kernel function needs to capture relevant aspects of the data-generating system at hand.
Similarly, the breadth first construction is less efficient at the top of a tree, as the kernels would need to perform task parallel threads on less number of nodes.
In Equation 11, the exponential term corresponds to a complex rotation, and a specific kernel needs to be designed.
Another concern might be that kernels needed daily or weekly are futile.
The kernel parameters and need to be estimated.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com