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Representation of Classical Data on Quantum Computers

Authors :
Lang, Thomas
Heim, Anja
Dremel, Kilian
Prjamkov, Dimitri
Blaimer, Martin
Firsching, Markus
Papadaki, Anastasia
Kasperl, Stefan
Fuchs, Theobald OJ
Publication Year :
2024

Abstract

Quantum computing is currently gaining significant attention, not only from the academic community but also from industry, due to its potential applications across several fields for addressing complex problems. For any practical problem which may be tackled using quantum computing, it is imperative to represent the data used onto a quantum computing system. Depending on the application, many different types of data and data structures occur, including regular numbers, higher-dimensional data structures, e.g., n-dimensional images, up to graphs. This report aims to provide an overview of existing methods for representing these data types on gate-based quantum computers.<br />Comment: 16 pages, 2 figures

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.2410.00742
Document Type :
Working Paper