Pixel-Translation-Equivariant Quantum Convolutional Neural Networks via Fourier Multiplexers

Dmitry Chirkov, Igor Lobanov

Convolutional neural networks owe much of their success to hard-coding translation equivariance. Quantum convolutional neural networks (QCNNs) have been proposed as near-term quant…