Noncommutative $C^{\ast }$-algebra Net: Learning Neural Networks with Powerful Product Structure in $C^{\ast }$-algebra

Ryuichiro Hataya, Yuka Hashimoto

We propose a new generalization of neural network parameter spaces with noncommutative $C^{\ast }$-algebra, which possesses a rich noncommutative structure of products. We show that this…