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Information processing apparatus, information processing method, and program

  • US 20070265841A1
  • Filed: 05/14/2007
  • Published: 11/15/2007
  • Est. Priority Date: 05/15/2006
  • Status: Active Grant
First Claim
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1. An information processing apparatus, including:

  • lower time series data generation means having a plurality of recurrent neural networks which learn predetermined time series data, and generate prediction time series data according to the learning result;

    upper time series data generation means having recurrent neural networks which learn error time series data that is time series data of errors raised at the time of the learning by the respective plural recurrent neural networks of the lower time series data generation means, and generate prediction error time series data that is time series data of prediction errors according to the learning result; and

    conversion means for performing nonlinear conversion for the prediction errors generated by the upper time series data generation means,wherein the lower time series data generation means outputs the prediction time series data generated by the respective plural recurrent neural networks according to the prediction errors which have undergone the nonlinear conversion by the conversion means.

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