Method and apparatus for pattern classification using distribute

Details Method and apparatus for pattern classification using distribute Method and apparatus for pattern classification using distribute

1994-12-02

1997-09-02

Hafiz, Tariq R.

395 21, 395 23, G06E 100, G06E 300, G06E 1518

Patent

active

056640684

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.

REFERENCES:
patent: 5001661 (1991-03-01), Corleto et al.
patent: 5214745 (1993-05-01), Sutherland
patent: 5268855 (1993-12-01), Mason et al.
Tao et al, "An effective image thresholding method using a fuzzy compactness measure"; Internet, NCSTRL.ORG, University of Technology Hamburg-Harburg, Oct. 1994.
Dubois et al, "Processing fuzzy temporal knowledge"; IEEE Transactions on systems, Man, and Cybernetics, pp. 729-744, vol. 19 iss. 4 Jul. 1989.

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