In this paper, we study the problem of digital pre/post-coding design in multiple-input
multiple-output (MIMO) systems with 1-bit resolution per complex dimension. The optimal …

Ising machines have generated much excitement in recent years due to their promise for
solving hard combinatorial optimization problems. However, achieving physical all-to-all …

Influence Maximization (IM), which seeks a small set of important nodes that spread the
influence widely into the network, is a fundamental problem in social networks. It finds …

This paper presents a comprehensive study on the possible hybrid quantum-classical
autoencoder architectures for end-to-end radio communication against noisy channel …

The last couple of years have seen an ever-increasing interest in using different Ising
solvers, like Quantum annealers, Coherent Ising machines, and Oscillator-based Ising …

Utilizing present and futuristic Quantum Computers to solve difficult problems in different
domains has become one of the main endeavors at this moment. Of course, in arriving at the …

In this work, we discuss and implement nonorthogonal multiple access (NOMA) signal
detection using Quantum Annealing (QA) method with D-WAVE's development platform. QA …

The development of a quantum-based architecture for wireless systems is required to
respond to the growing need for faster and more effective communication. Quantum …

How to quickly solve the problem of high-order unconstrained binary optimization (HUBO)
has attracted much attention, because of its importance and wide-range applications. Here …

Deep learning makes it possible to achieve performances that were previously unattainable,
whether for image classification, speech processing or text generation. These performances …