FAST FUNCTION EXTRACTION
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United States of America Patent
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Issued Date -
Dec 6, 2012
app pub date -
Apr 11, 2012
filing date -
Jun 6, 2011
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For application to analog, mixed-signal, and custom digital circuits, as well as other fields have use for high-dimensional regression, or symbolic modeling, a system and method to extract functions, where each function relates a set of input variables to an output variable (performance metric). The technique enumerates a large set of candidate basis functions, performs pathwise regularized learning on those basis functions to generate a set of candidate models, and finally performs nondominated filtering to identify models that trade off complexity versus error.
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