Questions tagged [universal-approximation-theorem]

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Constructing circular towers to show that single hidden layer feedforward neural networks can approximate any continuous function

In this intuitive explanation of why wide-enough shallow feedforward neural networks can satisfy the universal approximation theorem from any continuous function on a compact domain, the author uses, ...