He, Hongmei; Zhu, Zhilong; Xu, Gang; Zhu, Zhenhuan
(Springer, 2018-12-31)
The universe approximate theorem states that a shallow neural network (one hidden layer) can represent any non-linear function. In this paper, we aim at examining how good a shallow neural network is for solving non-linear ...