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Neural Networks
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Bernard Widrow carried out the pioneering research for neural networks at Stanford University in the 1950s. It is a technology that requires massive computer capacity and, therefore, practical applications using this technology have been limited. However, it is a fascinating technology--imagine computers that function the way scientists think the brain functions! An Introduction to Neural Networks by Leslie Smith at www.cs.stir.ac.uk/~lss/NNIntro/InvSlides.html is a good place to begin exploring this technology. Next, check out The Neural Net Tutorial at www.ifsys.co.uk/html/tutorial.html. (The Neural Network Tutorial at ourworld.compuserve.com/homepages/ITechnologies/tutorial.htm is not currently available.) For more information and lots of links to other neural network sites, connect to the Pacific Northwest National Laboratory site at www.pnl.gov, click the Science link, then look for the Neural Network link.


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Additional Links

WEBSOM: Self-Organizing Map for Internet Exploration   This Web site demonstrates an artificial neural network model called The Self-Organizing Map (SOM). The demonstration allows you to explore over one million documents from more than 80 Usenet newsgroups. Is this type of neural network useful? Consider the following: Current estimates indicate that the Web contains over 300 million pages. Web search engines index only about 55 percent of those pages, at best. You will find that WEBSOM, with its intuitive graphical interface, makes exploring Usenet documents enjoyable as well as interesting.

Neural Networks: Reduction to Practice   This entertaining and informative slide show from Robert J. Marks, II, of the University of Washington, discusses many practical applications of neural networks. The examples are drawn from areas as diverse as steel manufacturing and politics.


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