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A MACHINE-LEARNING SYSTEM AND A METHOD FOR DETERMINING DIFFERENT OPERATING POINTS IN SUCH A SYSTEM
A MACHINE-LEARNING SYSTEM AND A METHOD FOR DETERMINING DIFFERENT OPERATING POINTS IN SUCH A SYSTEM
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机译:一种机器学习系统和确定此类系统中不同操作点的方法
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摘要
A machine- learning system comprising an initialiser configured to estimate an initial series of values for a latent variable; a modelling module configured to generate a response to a given input signal; and an input for inputting the initial series of values obtained from the initialiser into the modelling module as input signals therefor. The initialiser comprises: a pre-processor configured to remove constant correlations between two or more input variables; and a processor configured to apply a non-linear function to said two or more input variables to obtain a series of instantaneous correlations for use as said initial series of values for said latent variable.
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