INFORMATION PROCESSING APPARATUS, NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUM, AND LEARNING-NETWORK LEARNING VALUE COMPUTING METHOD
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United States of America Patent
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Apr 25, 2017
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Jun 29, 2016
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Abstract
An information processing apparatus includes a pooling layer and a convolution layer. The pooling layer acquires, information on an error gradient including a plurality of elements from an upper layer. The convolution layer specifies, when computing a value of one element included in a weight gradient, an area corresponding to the one element among from a plurality of elements included information acquired from a lower layer, and divides the specified area having elements into a plurality of partial areas. The convolution layer computes, for each of the partial areas, a value based on one or more total values of the elements included in the one or more partial areas and a value of one of the elements of the error gradient corresponding to the corresponding partial area, and totalizes the computed values to execute a process for computing the value of the one element.
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