Adaptive classifier having multiple subnetworks
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United States of America Patent
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Dec 23, 1997
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N/A
app pub date -
Jul 19, 1996
filing date -
Jul 1, 1994
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Abstract
A neural network including a plurality of sub-nets stored in a memory array and a method of operation. Each of the sub-nets includes a corresponding plurality of weights and is individually operable to classify an input vector. A computation unit, including a distance calculation unit and a math unit, is responsive to an input vector comprising input training features for determining a distance between the weights of each sub-net to each of the input features of the input vector and for determining whether the distance is within a particular region of influence. Also described is a parallel process for training the sub-nets.
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