QuApprox: A Framework for Benchmarking the Approximability of Variational Quantum Circuit

Jinyang Li, Ang Li, Weiwen Jiang

Most of the existing quantum neural network models, such as variational quantum circuits (VQCs), are limited in their ability to explore the non-linear relationships in input data.…