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In the fall of 2000, as this book was being finished, DVD was on the verge of turning four years old It had succeeded beyond many expectations but also failed to meet other expectations Given the wide range of forecasts and markets, this is no surprise This chapter examines past and present forecasts, along with possibilities for DVD over the next decade or so At the very least, it should prove entertaining and informative to reread this chapter four or five years hence Even though DVD PCs were five to seven times as popular as home DVD players in 2000, about 10,000 movie titles were available, compared to only 200 computer software titles Over 100 million DVDs discs were shipped in 1999, with expectations of shipping 230 million or more in 2000, potentially surpassing VHS revenues Before the end of 2000, 10 percent of US homes had a DVD player Although DVD has a long way to go before it reaches the 98 percent penetration of color TV and the 94 percent penetration of VCRs, now that it has passed the inflection point of 10 percent, its growth will presumably continue to accelerate faster than any previous consumer electronics entertainment technology The success of DVD-Audio is assured only by the success of DVD-Video If DVD-Audio had to stand on its own, it would most likely fall flat on its face Instead, however, it rides the coattails of DVD-Video By 2002 or thereabouts, most DVD players will play both DVD-Audio and DVD-Video discs, and the distinctions between formats will largely disappear DVD-Audio discs will simply be a higher-fidelity variation of DVD Although the growth of the DVD PC market has been slower than generally expected, it will inevitably displace the CD-ROM PC market CDROM media will continue to be widely used, however, but CD-ROM drives will soon suffer the fate of single-density floppy drives (remember those ) The argument about whether DVD will succeed or not has been settled, but now the question is how well will it succeed How long will it take prerecorded DVDs to outsell VHS tapes When will DVD recorders replace VCRs Will the DVD-VR and DVD-AR formats succeed How will harddisk-based personal video recorders (PVRs) factor in When will the next generation of high-density DVD appear How much will it hold What will the high-definition video format be like Will we ever need another audio format The variables involved in predicting the road of DVD are extremely complex, but this has not deterred many people from making plentiful predictions from the sensible to the outrageous.

Figure 8-5

A single perceptron can be used to represent many boolean functions For example, if we assume boolean values of 1 (true) and -1 (false), then one way to use a two-input perceptron to implement the AND function is to set the weights wo = -3, and wl = wz = 5 This perceptron can be made to represent the OR function instead by altering the threshold to wo = -3 In fact, AND and OR can be viewed as special cases of m-of-n functions: that is, functions where at least m of the n inputs to the perceptron must be true The OR function corresponds to rn = 1 and the AND function to m = n Any m-of-n function is easily represented using a perceptron by setting all input weights to the same value (eg, 05) and then setting the threshold wo accordingly Perceptrons can represent all of the primitive boolean functions AND, OR, NAND ( 1 AND), and NOR ( 1 OR) Unfortunately, however, some boolean functions cannot be represented by a single perceptron, such as the XOR function whose value is 1 if and only if xl # xz Note the set of linearly nonseparable training examples shown in Figure 43(b) corresponds to this XOR function The ability of perceptrons to represent AND, OR, NAND, and NOR is important because every boolean function can be represented by some network of interconnected units based on these primitives In fact, every boolean function can be represented by some network of perceptrons only two levels deep, in which

.

Figure 8-6