On the Approximation and Complexity of Deep Neural Networks to Invariant Functions

Gao Zhang, Jin-Hui Wu, Shao-Qun Zhang

Recent years have witnessed a hot wave of deep neural networks in various domains; however, it is not yet well understood theoretically. A theoretical characterization of deep neur…