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

no code implementations • 25 May 2018 • Jiahao Su, Jingling Li, Bobby Bhattacharjee, Furong Huang

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.

Model Compression Tensor Decomposition