Literature DB >> 22540445

Preparing projected entangled pair states on a quantum computer.

Martin Schwarz1, Kristan Temme, Frank Verstraete.   

Abstract

We present a quantum algorithm to prepare injective projected entangled pair states (PEPS) on a quantum computer, a class of open tensor networks representing quantum states. The run time of our algorithm scales polynomially with the inverse of the minimum condition number of the PEPS projectors and, essentially, with the inverse of the spectral gap of the PEPS's parent Hamiltonian.

Year:  2012        PMID: 22540445     DOI: 10.1103/PhysRevLett.108.110502

Source DB:  PubMed          Journal:  Phys Rev Lett        ISSN: 0031-9007            Impact factor:   9.161


  2 in total

Review 1.  Quantum machine learning: a classical perspective.

Authors:  Carlo Ciliberto; Mark Herbster; Alessandro Davide Ialongo; Massimiliano Pontil; Andrea Rocchetto; Simone Severini; Leonard Wossnig
Journal:  Proc Math Phys Eng Sci       Date:  2018-01-17       Impact factor: 2.704

2.  A quantum machine learning algorithm based on generative models.

Authors:  X Gao; Z-Y Zhang; L-M Duan
Journal:  Sci Adv       Date:  2018-12-07       Impact factor: 14.136

  2 in total

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