Method and apparatus for pattern classification using distributed adaptive fuzzy windows
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United States of America Patent
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Sep 2, 1997
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N/A
app pub date -
Dec 2, 1994
filing date -
May 13, 1991
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Expired
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Abstract
A method for pattern classification and, in particular, a method which distributes the classification criteria across a neural network. The classification criteria for a pattern class is stored distributively in the neural network in two aspects. First, it manifests itself as one or more levels of templates, each of which represents a fuzzily unique perspective of the pattern class. Second, the template at each level is represented by a set of fuzzy windows, each of which defines a classification criterion of a corresponding feature of the pattern class.
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