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1 Compare and Contrast How do the currentvoltage curves for a diode, an LED, and a resistor compare 2 Which of these devices follow Ohm s law 3 Analyze and Conclude Diodes are described as having a turn-on voltage What is the turnon voltage for a silicon diode For the LED you used 4 Explain Why would the specifications for an LED give a light output at a specific current, such as 20 mA
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What could be done to get better measurements of current for the diode
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Real-World Physics
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To find out more about solid-state electronics, visit the Web site: physicsppcom
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Small incandescent lightbulbs typically draw 75 150 mA of current at a particular voltage Why might manufacturers prefer using LEDs in a battery-powered CD or MP3 player
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Artificial Intelligence
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The phrase artificial intelligence was first used in 1955 It is defined as the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines Sometimes, a task needs artificial intelligence to be very logical At other times, it may need artificial intelligence to think and behave with human biases The goals in the field of artificial intelligence are to develop systems that can do both
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Artificial intelligence also is used to create expert systems in computers that are programmed with knowledge about specific topics Humans can tell the computer the details of a specific situation, and the computer calculates the most logical course of action In a medical environment, an expert system can be used to accurately diagnose disorders Artificial intelligence weighs the facts of the situation and then infers which actions are most appropriate However, artificial intelligence can operate only with facts that have been taught to the computer Users must constantly be aware of this limitation of expert systems
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A prototype Mars rover decides how to navigate obstacles
The robot, Kismet, displays human facial expressions
Applications Artificial intelligence already
is used in many areas, and it will do even more for us in the future When a computer plays chess, it searches through hundreds of thousands of possible moves before selecting the best one Research is being done to improve the efficiency of search algorithms Artificial intelligence currently is used for speech recognition to allow hands-free dialing of cell phones and for some interactive telephone transactions It is not yet fully capable of understanding natural language, but that is a goal Three-dimensional computer vision is another future application To mimic the sensory input and behaviors of humans, computers need to extract three-dimensional reality from two-dimensional images Progress has been made, but humans are still much better than computers at this With improved vision, artificial intelligence may control automobiles on Earth, or robots exploring another planet, with no human navigators needed 792
Extreme Physics
Careers Studying mathematics, mathematical
logic, and computer programming languages is important for developing systems that can make rational decisions Knowledge of psychology assures that these decisions also can have a human character
Going Further
1 Debate the Issue Are there ethical limits to the development of artificial intelligence 2 Recognize Cause and Effect What problems might cause an expert system to make a poor decision 3 Critical Thinking In what situations must artificial intelligence be absolutely rational, and in what situations should it include human biases
(l)NASA, (r)Sam Ogden/Photo Researchers
291 Conduction in Solids
Vocabulary
semiconductors (p 775) band theory (p 776) intrinsic semiconductors
(p 780)
Key Concepts
dopants (p 781) extrinsic semiconductors
(p 781)
Electric conduction may be explained by the band theory of solids In solids, the allowed energy levels for outer electrons in an atom are spread into broad bands by the electric fields of electrons on neighboring atoms The valence and conduction bands are separated by forbidden energy gaps; that is, by regions of energy levels that electrons may not possess In conductors, electrons can move through the solid because the conduction band is partially filled Electrons in metals have a fast random motion A potential difference across the metal causes a slow drift of electrons, called an electric current In insulators, more energy is needed to move electrons into the conduction band than is generally available Conduction in semiconductors is enhanced by doping pure crystals with small amounts of other kinds of atoms, called dopants n-type semiconductors are doped with electron donor atoms, and they conduct by the response of these donor electrons to applied potential differences Arsenic, with five valence electrons, is an example of a donor atom p-type semiconductors are doped with electron acceptor atoms, and they conduct by making holes available to electrons in the conduction band Gallium, with three valence electrons, is an example of an acceptor atom
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