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cs.LG2015★ 1 cited

Universal Approximation of Markov Kernels by Shallow Stochastic Feedforward Networks

Guido Montufar

We establish upper bounds for the minimal number of hidden units for which a binary stochastic feedforward network with sigmoid activation probabilities and a single hidden layer i…