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Adaptive learning enhancement to automated model maintenance

  • US 7,092,922 B2
  • Filed: 05/21/2004
  • Issued: 08/15/2006
  • Est. Priority Date: 05/23/2003
  • Status: Active Grant
First Claim
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1. An adaptive learning method for automated maintenance of a neural net model, comprising:

  • training a neural net model with an initial set of training data, the neural net model having one or more original weights associated with the neural net model;

    storing partial products of the trained model, the partial products comprising a portion of the initial training set of training data and a new set of training data; and

    updating the trained model by using the stored partial products and new training data to compute adjusted weights for the updated model.

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