Approximation rates of quantum neural networks for periodic functions via Jackson's inequality

Ariel Neufeld, Philipp Schmocker, Viet Khoa Tran

Quantum neural networks (QNNs) are an analog of classical neural networks in the world of quantum computing, which are represented by a unitary matrix with trainable parameters. In…