Pol Grau Jurado

Deterministic Transform Based Weight Matrices for Neural Networks

We propose to use deterministic transforms as weight matrices for several feedforward neural networks. The use of deterministic transforms helps to reduce the computational complexity in two ways: (1) matrix-vector product complexity in forward pass, helping real time complexity, and (2) fully avoid…