Two Instances of Interpretable Neural Network for Universal Approximations

Erico Tjoa, Guan Cuntai

This paper proposes two bottom-up interpretable neural network (NN) constructions for universal approximation, namely Triangularly-constructed NN (TNN) and Semi-Quantized Activatio…