Separable Gaussian Neural Networks: Structure, Analysis, and Function Approximations

Siyuan Xing, Jianqiao Sun

The Gaussian-radial-basis function neural network (GRBFNN) has been a popular choice for interpolation and classification. However, it is computationally intensive when the dimensi…