$C^{\ast }$-algebra Net: A New Approach Generalizing Neural Network Parameters to $C^{\ast }$-algebra

Yuka Hashimoto, Zhao Wang, Tomoko Matsui

We propose a new framework that generalizes the parameters of neural network models to $C^{\ast }$-algebra-valued ones. $C^{\ast }$-algebra is a generalization of the space of complex numbers.…