Quantum computers achieve a speed-up by placing quantum bits (qubits) in superpositions
of different states. However, it has recently been appreciated that quantum mechanics also …

The Dicke state is an equal-weight superposition of all n-qubit states with Hamming Weight k
(ie all strings of length n with exactly k ones over a binary alphabet). Dicke states are an …

Data compression can be achieved by reducing the dimensionality of high-dimensional but
approximately low-rank datasets, which may in fact be described by the variation of a much …

With quantum resources a precious commodity, their efficient use is highly desirable.
Quantum autoencoders have been proposed as a way to reduce quantum memory …

As a ubiquitous aspect of modern information technology, data compression has a wide
range of applications. Therefore, a quantum autoencoder which can compress quantum …

Central to the success of adaptive systems is their ability to interpret signals from their
environment and respond accordingly—they act as agents interacting with their …

A universal quantum processor is a device that takes as input a (quantum) program,
containing an encoding of an arbitrary unitary gate, and a (quantum) data register, on which …

Computer simulation of observable phenomena is an indispensable tool for engineering
new technology, understanding the natural world, and studying human society. However …

Quantum autoencoders serve as efficient means for quantum data compression. Here, we
propose and demonstrate their use to reduce resource costs for quantum teleportation of …

Quantum autoencoders which aim at compressing quantum information in a low-
dimensional latent space lie in the heart of automatic data compression in the field of …