Tensorial Neural Networks: Generalization of Neural Networks and Application to Model Compression

Jiahao Su, Jingling Li, Bobby Bhattacharjee +1

We propose tensorial neural networks (TNNs), a generalization of existing neural networks by extending tensor operations on low order operands to those on high order ones. The prob…