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CONVOLUTION NEURAL NETWORK SYSTEM AND METHOD FOR COMPRESSING SYNAPSE DATA OF CONVOLUTION NEURAL NETWORK
CONVOLUTION NEURAL NETWORK SYSTEM AND METHOD FOR COMPRESSING SYNAPSE DATA OF CONVOLUTION NEURAL NETWORK
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机译:卷积神经网络系统及压缩卷积神经网络突触数据的方法
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摘要
The present invention provides a convolution neural network system compressing synapse data of a convolution neural network (CNN), and a method for compressing synapse data of a CNN. The CNN system of the present invention comprises: an image database storing first image data; a machine learning device receiving the first image data from the image database, and generating synapse data of a CNN including a plurality of layers for identifying an image based on the first image data; a synapse data compressor compressing the synapse data based on scarcity of the synapse data; and an image identifying device storing the compressed synapse data, and performing image identification for second image data by using the compressed synapse data without decompression.
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