Skip navigation
Skip navigation

Quantum Ensemble Classification: A Sampling-Based Learning Control Approach

Chen, Chunlin; Dong, Daoyi; Qi, Bo; Petersen, Ian; Rabitz, Herschel

Description

Quantum ensemble classification (QEC) has significant applications in discrimination of atoms (or molecules), separation of isotopes, and quantum information extraction. However, quantum mechanics forbids deterministic discrimination among nonorthogonal states. The classification of inhomogeneous quantum ensembles is very challenging, since there exist variations in the parameters characterizing the members within different classes. In this paper, we recast QEC as a supervised quantum learning...[Show more]

CollectionsANU Research Publications
Date published: 2017
Type: Journal article
URI: http://hdl.handle.net/1885/247528
Source: IEEE Transactions on Neural Networks and Learning Systems
DOI: 10.1109/TNNLS.2016.2540719

Download

File Description SizeFormat Image
01_Chen_Quantum_Ensemble_2017.pdf5.45 MBAdobe PDF    Request a copy


Items in Open Research are protected by copyright, with all rights reserved, unless otherwise indicated.

Updated:  19 May 2020/ Responsible Officer:  University Librarian/ Page Contact:  Library Systems & Web Coordinator