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Fortunately, the commonly used activation functions, such as the cubic function and the hyperbolic tangent function, satisfy these conditions. In this chapter, we have discussed estimating functions and semiparametric approach to blind separation/deconvolution, and discussed the convergence and e ciency of the batch estimator and natural gradient learning. First blind separation and multichannel deconvolution is formulated in the framework of the semiparametric model and a family of estimating functions and standardized estimating functions are derived by using e cient score functions. The advantage of using the semiparametric approach is that we do not need to estimate the nuisance parameters- the probability density functions of source signals in blind deconvolution. It is inferred from the theory of estimating functions that the batch estimator of the estimating equation converges to the true solution as the number of observed data tends to in nity. If stability conditions are satis ed, the natural gradient learning also converges to the true solution whatever the probability density function of the source signals. The supere ciency of both the batch estimator and natural gradient learning is proven when certain local conditions are satis ed. Appendix A. Representation of Operator K(z) In this appendix, we present the explicit form of operator K(z) and its inverse K 1 (z) and give a de nition of the transpose KT (z) of K(z) [1358]. Assume that the recovered signal y(k) is spatially mutually independent and temporally i.i.d. Lemma A.6 For any p = q, E Fp Xq = 0. (A.1)



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Component code Octal generator polynomial Code rate, R Turbo interleaver type Turbo interleaver size Component decoders

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The command PING t will run PING continuously until you type control-c to stop it. This is useful for troubleshooting.





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Gujarati script could be tricky for many existing OCR libraries. ... starting point than reading a smattering of posts, articles, and papers online.

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n Using the Save As command and overwriting a PDF document optimizes it and can sometimes result in much smaller file sizes. n Acrobat can save PDFs in a variety of different formats. Many formats have an elaborate number of options settings to set attributes for the saved files. n Before you may use the Version Cue features, the Version Cue client must be turned on using the Version Cue Preferences dialog box, and Version Cue must be enabled for Acrobat and each Creative Suite application using their respective Preferences dialog boxes. n The Version Cue file interface may be accessed using any of the file dialog boxes used to open, save, place, import, and export files. n The Version Cue file interface lets you create new projects, search for files, sort files, view thumbnails, and view deleted files.

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Once you choose Less Specific, the More Specific button is enabled. You can restore the leftmost selector by clicking More Specific. The plain-language translation is adjusted accordingly.

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In Excel, click the Find & Select button on the Home tab, and then click either Find or Replace. In Word, clicking Find opens a Navigation pane at the left. In most Of ce applications, you also can press Ctrl+F to start a nd. The Find and Replace dialog box varies in appearance from application to application. n

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The Doors transition simulates opening a door. What s behind the door Clip B, (replacing Clip A). You can have the transition move from left to right, right to left, top to bottom, or bottom to top. The Door Settings dialog box, shown in Figure 7-18, includes a Border slide. Drag the Border slider to the right to increase the border color between the two video tracks. Click the Color swatch if you want to change the border color.

The Bearer-Channel (B-channel) is the main data channel in an ISDN connection. The B-channels carry all of the voice and data services within the ISDN connection. In ISDN, both the BRI and the PRI will have more than one B-channel configured for their ISDN services.

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