Quantum autoencoders for efficient compression of quantum data

Jonathan Romero, Jonathan P. Olson, Alan Aspuru-Guzik

Classical autoencoders are neural networks that can learn efficient low dimensional representations of data in higher dimensional space. The task of an autoencoder is, given an inp…