Approximation Capabilities of Neural Networks with Weights from Two Directions (pp. 122-128)
Vugar E. Ismailov · Azerbaijan Journal of Mathematics · 2010
In this note, we characterize compact sets in R n over which any continuous multivariate function can be approximated arbitrarily well by neural networks with one hidden layer and weights from two fixed directions.