7 citations · 15 across the 6 of their papers we have counts for
7 papers
Quantum-Classical Autoencoder Architectures for End-to-End Radio Communication
Zsolt I. Tabi, Bence Bakó, Dániel T. R. Nagy +4
This paper presents a comprehensive study on the possible hybrid quantum-classical autoencoder architectures for end-to-end radio communication against noisy channel conditions usi…
Problem-informed Graphical Quantum Generative Learning
Bence Bakó, Dániel T. R. Nagy, Péter Hága +2
Leveraging the intrinsic probabilistic nature of quantum systems, generative quantum machine learning (QML) offers the potential to outperform classical learning models. Current ge…
Generalized group designs: constructing novel unitary 2-, 3- and 4-designs
Ágoston Kaposi, Zoltán Kolarovszki, Adrián Solymos +1
Unitary designs are essential tools in several quantum information protocols. Similarly to other design concepts, unitary designs are mainly used to facilitate averaging over a rel…
Piquasso: A Photonic Quantum Computer Simulation Software Platform
Zoltán Kolarovszki, Tomasz Rybotycki, Péter Rakyta +10
We introduce the Piquasso quantum programming framework, a full-stack open-source software platform for the simulation and programming of photonic quantum computers. Piquasso can b…
Treespilation: Architecture- and State-Optimised Fermion-to-Qubit Mappings
Aaron Miller, Adam Glos, Zoltán Zimborás
Quantum computers hold great promise for efficiently simulating Fermionic systems, benefiting fields like quantum chemistry and materials science. To achieve this, algorithms typic…
Batched Line Search Strategy for Navigating through Barren Plateaus in Quantum Circuit Training
Jakab Nádori, Gregory Morse, Barna Fülöp Villám +3
Variational quantum algorithms are viewed as promising candidates for demonstrating quantum advantage on near-term devices. These approaches typically involve the training of param…