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The method of retained energy is designed for efficiently computing the threshold in the decomposition domain which, at the same time, allows the quality of the reconstructed EEG to be controlled.
By computing the threshold(s), λ1(k) = λ′(k) and λ2 from (17) and (19), respectively, a semisoft thresholding function is developed and applied on the WP coefficients of the noisy speech using (20).
The method in[17] does not employ the TE operation prior to computing the threshold value, and the threshold value for each subband of a noisy speech frame is determined by statistically modeling the WP coefficients.
Otsu's optimum threshold provides a maximum separation between the two classes of data, namely, the signal and the noise (There are alternative approaches for computing the threshold, some of which are explained in [4]).
Since we are using closed-form solutions for the orbits of our system, the only source of numerical error other than machine error arises due to the tolerance selected when computing the threshold crossing times for V.
Therefore, using case counts for computing the threshold defined above and applying the threshold to the case counts data provided enough high values for training, validation, and testing.
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We discuss stochastic optimization techniques for optimization and show that the complexity in computing the thresholds remains acceptable.
Secondly, we have to compute the threshold empirically.
(2) Is it possible to adaptively compute the threshold value when making change decision? .
Compute the threshold γ 2 according to (27) for a given P f.
A parallel architecture of processing has been designed to compute the threshold and to give a binary image.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com