The model takes the input and simultaneously feeds it into the quantum layer and the classical layer for parallel processing before combining the outputs of both layers to produce the final output.

The application of neural networks to halftone image processing has catalysed transformative advances in both the generation and restoration of digital images. By leveraging deep learning ...