METHOD AND DEVICE FOR PROCESSING DATA CONFORMING TO STATISTICAL DISTRIBUTION

Abstract

A data processing method according to an embodiment of the present invention comprises the steps of: training a neural network; receiving input data from the outside; and converting the received input data by means of the trained neural network, wherein the training step comprises the steps of: generating one or more pieces of generative data from raw data; converting the generative data into output data by means of the neural network; evaluating the output data on the basis of the raw data; and optimizing the neural network on the basis of the evaluation result, wherein the raw data and the generative data conform to a statistical distribution, and the raw data and the output data have higher signal-to-noise ratios than the generative data.

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IPC Classification

G06N 3/ 04 A I G06N 3/ 08 A I