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CONVOLUTIONAL-NEURAL-NETWORK-BASED CLASSIFIER AND CLASSIFYING METHOD AND TRAINING METHODS FOR THE SAME

  • US 20150036920A1
  • Filed: 07/31/2014
  • Published: 02/05/2015
  • Est. Priority Date: 07/31/2013
  • Status: Active Grant
First Claim
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1. A convolutional-neural-network-based classifier, comprising:

  • a plurality of feature map layers, at least one feature map in at least one of feature maps being divided into a plurality of regions; and

    a plurality of convolutional templates corresponding to the plurality of regions respectively, each of the convolutional templates being used for obtaining a response value of a neuron in the corresponding region.

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