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Calculation method and calculation program for convolutional neural network, information processing apparatus
Calculation method and calculation program for convolutional neural network, information processing apparatus
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机译:卷积神经网络的计算方法和计算程序,信息处理装置
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摘要
An computer-implemented information processing method for a convolutional neural network processing input data, includes: identifying, by a computer, for each of elements of a kernel used in convolution operation, input values to be multiplied by the respective elements in the convolution operation from among input values included in the input data; calculating a sum total of identified input values; calculating, for each of the elements of the kernel, a product of the sum total and the element; calculating an average of calculated products; and performing the convolution operation within the convolutional neural network based on the average of the calculated products.
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