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Loading Classical Data into a Quantum Computer

Quantum Physics 2018-03-07 v1

Abstract

This document describes a family of quantum circuits which load classical data into a quantum state. When loading NN classical bits, the result quantum state is of order log2(N)\log_2(N) qubits. Furthermore the gate depth of the data loading circuit is of order log2(N)\log_2(N). Limitations to the efficiency of the data loading process such as the Holevo bound are discussed. Methods to improve the efficiency of the data loading procedure such as combining classical compression techniques with quantum decompression circuitry, are also discussed. Simulations using the Quipper language were conducted to verify the circuits behavior.

Keywords

Cite

@article{arxiv.1803.01958,
  title  = {Loading Classical Data into a Quantum Computer},
  author = {John A. Cortese and Timothy M. Braje},
  journal= {arXiv preprint arXiv:1803.01958},
  year   = {2018}
}

Comments

Thirty eight pages. Portions of this document were presented as a poster at QIP2018