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NEURAL NETWORK LEARNING DEVICE, NEURAL NETWORK LEARNING METHOD, AND RECORDING MEDIUM ON WHICH NEURAL NETWORK LEARNING PROGRAM IS STORED
NEURAL NETWORK LEARNING DEVICE, NEURAL NETWORK LEARNING METHOD, AND RECORDING MEDIUM ON WHICH NEURAL NETWORK LEARNING PROGRAM IS STORED
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机译：存储了神经网络学习程序的神经网络学习设备，神经网络学习方法和记录介质
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摘要
A neural network learning device 20 equipped with: a determination module 22 that determines the size of a local region in learning information 200 which is to be learned by a neural network 21 containing multiple layers, said determination being made for each layer, on the basis of the structure of the neural network 21; and a control module 25 that, on the basis of size of the local region as determined by the determination module 22, extracts the local region from the learning information 200, and performs control such that the learning of the learning information represented by the extracted local region by the neural network 200 is carried out repeatedly while changing the size of the extracted local region. Thus, a reduction in the generalization performance of the neural network can be avoided even when there is little learning data.
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