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Processing Method Using Convolutional Neural Network, Convolutional Neural Network Learning Method, and Processing Device Including Convolutional Neural Network
Processing Method Using Convolutional Neural Network, Convolutional Neural Network Learning Method, and Processing Device Including Convolutional Neural Network
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机译:使用卷积神经网络的处理方法,卷积神经网络学习方法以及包括卷积神经网络的处理设备
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摘要
In a processing method using a convolutional neural network, the neural network includes a convolution calculation unit that performs a convolution calculation by using a matrix vector product and a pooling calculation unit that performs a maximum value sampling calculation. A threshold value is set related to the matrix data for the convolution calculation, the matrix data is divided into a first and second halves based on the threshold value. The convolution calculation unit divides a first half convolution calculation by using the first half of the matrix data and a second half convolution calculation by using the second half of the matrix data into two and executes the calculations. The pooling calculation unit selects vector data to which the matrix vector product convolution calculation is to be performed in the second half convolution calculation, along with the maximum value sampling calculation.
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