2 papers
eess.SP2024
A neural network for forward and inverse nonlinear Fourier transforms for fiber optic communication
Wen Qi Zhang, Terence H. Chan, Shahraam Afshar V.
We propose a neural network for both forward and inverse continuous nonlinear Fourier transforms, NFT and INFT respectively. We demonstrate the network's capability to perform NFT…
cs.LG2022
A Feedforward Unitary Equivariant Neural Network
Pui-Wai Ma, T. -H. Hubert Chan
We devise a new type of feedforward neural network. It is equivariant with respect to the unitary group . The input and output can be vectors in with arbitrary…