General transformation neural networks: A class of parametrized functions for high-dimensional function approximation

Xiaoyang Wang, Yiqi Gu

We propose a novel class of neural network-like parametrized functions, i.e., general transformation neural networks (GTNNs), for high-dimensional approximation. Conventional deep…