Fig. 4: Analysis of the impact of noise on hybrid and classical network performance.

a The validation accuracy of a 120-parameter hybrid network and 124-parameter classical network as a function of the ENOB of the parameters. b The validation accuracy of a 120-parameter hybrid network with different ENOB on the different gate parameters. Kerr and interferometer gates are the most sensitive to bit precision.