Approximation properties of a class of artificial neural networks are established. It is shown that feedforward networks with one layer of sigmoidal nonlinearit ...

A straightforward, exact algorithm derived from the universal generating function method (UGFM) is developed for this new problem. The correctness and computational complexity of the proposed UGFM ...