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count is constructed, and the count having the highest frequency identi es the epochs that mark the data bit boundaries. 3.4.8 Data Bit Demodulation

where ^ is the desired output, t the iteration number, and l (0:0 < l < 1:0) the step y length. Rosenblatt has proved that if the training patterns are drawn from a linearly separable sample space, the perceptron learning procedure converges after a nite number of iterations. However, if the sample space is not linearly separable, the perceptron fails. This leads to the development of the multilayer perceptron, discussed in the next section.

that is, if the value of attribute B is known, the probabilities of the values of attribute A do not depend on the value of attribute C. Note that conditional independence is symmetric: if A P C | B, then a dom(A) : b dom(B) : c dom(C) : P(C = c | B = b, A = a) = P(C = c | B = b) = P(C = c, B = b) , P(B = b)

2:6:23

To use this tag library, you can place the tld file in the same directory as the JSP page. Place the tag handler class in directory Web-inf/classes/chapter7. Depending on your operating system, the case of this directory may or may not matter, so check the directory where you JSP page is located to be sure. Now you can invoke your JSP page. If you re using Tomcat, enter this URL in your browser: http://localhost:8080/examples/jsp/chapter7/example2.jsp Refer to the screen shown in Figure 7-2. Now, let s change our tag by adding attributes.

was de ned in De nition 4.1.14 on page 100. notion of a tree-structured approximation was introduced on page 234. 13 Kullback Leibler information divergence was de ned in De nition 7.1.3 on page 177. 14 Mutual (Shannon) information was de ned in De nition 7.1.4 on page 180.

This book is organized in two parts. Part I, Customizing the BlackBerry with Tweaks, Secret Codes, Hidden Keys, and Add-On Applications, is useful to anyone who owns a BlackBerry or is looking to get one, and requires nothing more than a BlackBerry to play with. The chapters in this part provide a wealth of tips, tricks, and shortcuts that can be used in the BlackBerry e-mail, address book, calendar, phone dialer, and other built-in programs. Also covered are a wealth of add-on applications and hacks that enable you to play games, be more productive, search the Web, connect to your PC and network, and much more. Part II, Advanced BlackBerry Hacks: Put Your BlackBerry to Fun and Wacky Uses with Creative Software Projects, presents a set of projects of a somewhat more ambitious nature, which highlight how, with a little bit of Java programming, you can get your BlackBerry to play music, act like an Etch-A-Sketch, print wirelessly, and more. A small amount of Java programming background will help you get the most out of these projects, but you can also simply skip the programming part and download the completed programs for your own amusement.

30.00% 25.00% 20.00% 15.00% 10.00% 5.00% 0.00%

1 0.9 0.8 0.7 Autocorrelation 0.6 0.5 0.4 0.3 0.2 0.1 0 Exponentially correlated Autocorrelation function (from U.S. Patent #4,646,032)

537 stream-sort model 247 Decryption 374 375, 382 Delaunay tessellation 99 Derangements 1 Dissimilarity 179 181, 187, 192 194, 200 201, 204 207, 210 211 construction of ultrametrics 182 de niteness 179 evenness 179 metric 180 metric space 181 poset of ultrametrics 187 subdominant ultrametric 201 202 triangular inequality 179 ultrametric nite space 185 ultrametric inequality 179, 181 182, 185, 187 ultrametric space 181 ultrametrics 180 182, 185 190, 214 Distributed sensor networks (DSN) 407 DNA 89, 96 97, 115 116 Edge orientation histogram (EOH) 331, 337 Elementary transceiver (TRX) 271 272, 275 285 Encryption 374, 381 382 Equivalence relations 11 12 Euler theorem 42 Evolutionary algorithms (EAs) 271 272, 276 285 ( + ) algorithm 276 279, 279 tness function 278 parameterization 282 perturbation operator 279 selection of frequency 281 selection of transceivers 279 280 Exhaustive generation 46, 50 51 Exhaustive search 3, 39 Feature space 102 Fitting shapes 355 358 circle and ellipse ts 358 ellipse tting 355 Mallat s method 357 rectangle tting 355 sigmoid tting 357 358 triangle tting 355 FloatBoost 340