Computing with infinite networks

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Williams, Christopher K. I.;
  • Publisher: MIT

For neural networks with a wide class of weight-priors, it can be shown that in the limit of an infinite number of hidden units the prior over functions tends to a Gaussian process. In this paper analytic forms are derived for the covariance function of the Gaussian pro... View more
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