Pattern recognition system and method

G - Physics – 06 – K

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G06K 9/68 (2006.01) G06K 9/64 (2006.01) G06N 3/04 (2006.01) G10L 15/00 (2006.01) G10L 15/16 (2006.01)

Patent

CA 2005181

An inner product computing unit computes inner products of an input pattern whose category is unknown, and orthogonalized dictionary sets of a plurality of reference patterns whose categories are known. A nonli- near converting unit nonlinearly converts the inner products in accordance with a positive-negative sym- metrical nonlinear function. A neural network unit or a statistical discriminant function computing unit performs predetermined computations of the nonlinearly converted values on the basis of preset coefficients in units of categories using a neural network or a sta- tistical discriminant function. A determining section compares values calculated in units of categories using the preset coefficients with each other to discriminate a category to which the input pattern belongs.

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