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At the time of the research for this paper, a visiting researcher at the Center for Biological and Computational Learning, MIT. E-mail: Volker.Tresp@zfe.siemens.de

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In Equation 2, for example, substitute and where is the measurement in the noisy input and is the variance of the additive Gaussian input noise.