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METHOD AND APPARATUS FOR MACHINE LEARNING

  • US 20170206450A1
  • Filed: 12/19/2016
  • Published: 07/20/2017
  • Est. Priority Date: 01/18/2016
  • Status: Active Grant
First Claim
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1. A non-transitory computer-readable storage medium storing a program that causes a computer to execute a process, the process comprising:

  • calculating a first output error between a label and an output in a case where dropout in which values are replaced with 0 is executed for a last layer of a first channel among a plurality of channels in a parallel neural network;

    calculating a second output error between the label and an output in a case where the dropout is not executed for the last layer of the first channel; and

    identifying at least one channel from the plurality of channels based on a difference between the first output error and the second output error to update parameters of the identified channel.

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