Generalization and learning error for nonlinear perceptron. (Q1609463)
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scientific article; zbMATH DE number 1781887
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | Generalization and learning error for nonlinear perceptron. |
scientific article; zbMATH DE number 1781887 |
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Generalization and learning error for nonlinear perceptron. (English)
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15 August 2002
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A rigorous derivation of the asymptotic behaviour of learning and prediction error for the nonlinear perceptron is presented. The saddle-point method is used for evaluating these quantities.
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perceptron
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law of large numbers
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saddle point
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0.91005194
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0.90521216
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0.8752818
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