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The DVD format was announced in December of 1995 In the 11 months between then and the appearance of the first DVD players for sale in Japan, the only people making money from DVD were journalists and analysts Considering the disparity between their forecasts, some of them were making more money than they deserved It has been interesting to look back and see who had the most accurate auguries Here is an interesting potpourri of prognostications, all made in 1996: Philips: 25 million DVD-ROM drives worldwide by the year 2000 (10 percent of projected 250 million optical drives) Pioneer: 500,000 DVD-ROM drives sold in 1997, 54 million sold in 2000 Toshiba: 120 million DVD-ROM drives in 2000 (80 percent penetration of 150 million PCs) Toshiba projects that it will no longer make CD-ROM drives in the year 2000 International Data Corporation (IDC): 10 million DVD-ROM drives sold in 1997, 70 million sold in 2000 (surpassing CD-ROM), and 118 million sold in 2001 Over 13 percent of all software will be available on DVD-ROM in 1998 DVD recordable drives will make up more than 90 percent of the combined CD/DVD recordable market in 2001, with DVD drive units installed in 95 percent of computer systems with fixed storage IDC later revised its figures to 37 million in 1997, 108 million in 1998, 365 million in 1999, and 95 million in the year 2000 AMI: An installed base of seven million DVD-ROM drives by 2000 Intel: 70 million DVD-ROM drives by 1999 (sales will surpass CDROM drives in 1998) InfoTech: 11 million DVD-Video players in 1997, with 10 million by 2000 12 million DVD-ROM drives in 1997, with 39 million by 2000 250,000 interactive (video game or cable TV set-top) DVD players in 1997, with six million by 2000 InfoTech revised its DVD-Video predictions in January of 1997 to a slightly lower 820,000 units in the first year, with an installed base of 80 million by 2005 Dataquest: One-year sales of 15 million DVD-Video players in 2000, with a DVD optical drive market of $35 million by 1996 and $41 billion by 2000.

The decision surface represented by a two-input perceptron ( a ) A set of training examples and the decision surface of a perceptron that classifies them correctly (b) A set of training examples that is not linearly separable (ie, that cannot be correctly classified by any straight line) xl and x2 are the Perceptron inputs Positive examples are indicated by "+", negative by "-"

8:

13

Using a template is well and good, but doesn t teach you how to actually build a tabbed application (unless you are using the template) So in this task, you duplicate the Tab Bar Application template s steps, but start with a Window-based Application template and manually add the tab bar items to your project It is no more difficult than using the template just slightly more tedious

the inputs are fed to multiple units, and the outputs of these units are then input to a second, final stage One way is to represent the boolean function in disjunctive normal form (ie, as the disjunction (OR) of a set of conjunctions (ANDs) of the inputs and their negations) Note that the input to an AND perceptron can be negated simply by changing the sign of the corresponding input weight Because networks of threshold units can represent a rich variety of functions and because single units alone cannot, we will generally be interested in learning multilayer networks of threshold units

Paul Kagan Associates: 12 million DVD-Video players in the US after five years Total DVD-Video business of $6 billion per year by the year 2000 Simba: Annual DVD software sales of up to $35 million by 1997 and $100 million by 1999 Freeman Associates: DVD-ROM drive sales of 89 million by 2001, accompanied by zero sales of CD-ROM drives Electronic Industry Association of Japan (EIAJ): A combined US and Japanese DVD-Video and DVD-ROM market of $236 billion by 2005, with a DVD-ROM drive in about 80 percent of all new PCs Microsoft: As many as 100 million PC-based digital TV sets by 2005 (predicted in March 1997) Intel: By the year 2000, all PCs shipped will be DTV receivers (predicted in March 1997) It s enlightening to compare the DVD projections with the success rate of previous consumer products (see Figure 131)

1 Create a new Window-based Application and name it TabBarExTwo 2 Open TabBarExTwoAppDelegateh and change it so it adopts the UITabBarController

Although we are interested in learning networks of many interconnected units, let us begin by understanding how to learn the weights for a single perceptron Here the precise learning problem is to determine a weight vector that causes the perceptron to produce the correct f 1 output for each of the given training examples Several algorithms are known to solve this learning problem Here we consider two: the perceptron rule and the delta rule (a variant of the LMS rule used in 1 for learning evaluation functions) These two algorithms are guaranteed to converge to somewhat different acceptable hypotheses, under somewhat different conditions They are important to ANNs because they provide the basis for learning networks of many units One way to learn an acceptable weight vector is to begin with random weights, then iteratively apply the perceptron to each training example, modifying the perceptron weights whenever it misclassifies an example This process is repeated, iterating through the training examples as many times as needed until the perceptron classifies all training examples correctly Weights are modified at each step according to the perceptron training rule, which revises the weight wi associated with input xi according to the rule

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Delegate protocol (Listing 8-2) Add a UITabBarController property as an IBOutlet The UITabBarControllerDelegateh should appear like Listing 8-2 Don t forget to synthesize the controller in UITabBarControllerDelegatem Save and build