Tensor Decomposition Definitions of Neural Net Architectures

Dr. Anil Bheemaiah

This paper describes complexity theory of neural networks, defined by tensor decompositions, with a review of simplification of the tensor decomposition for simpler neural network architectures. The concept of Z-completeness for a network N is defined in the existence of a tensor decomposition for that particular N.