Concepedia

Quantum Autoencoders

Quantum Autoencoders is a quantum machine learning framework that, as a quantum analog of classical autoencoders, employs parameterized quantum circuits to compress quantum data into a lower-dimensional latent subspace by variationally minimizing reconstruction error of the original quantum state.

56

Publications

3.6K

Citations

201

Authors

127

Institutions

Publications per year

2017–2026

56

Parents

Publications

56

A comprehensive survey on design and application of autoencoder in deep learning

Pengzhi Li, Yan Pei, Jianqiang Li · Applied Soft Computing · 2023 · 537 citations

, , +13

Quantum autoencoders for efficient compression of quantum data

Quantum Science and Technology · 2017 · 501 citations · Full text

, , +17

Quantum generalisation of feedforward neural networks

Kwok Ho Wan, Oscar Dahlsten, Hlér Kristjánsson et al. · npj Quantum Information · 2017 · 289 citations · Full text

, , +17

Quantum variational autoencoder

Quantum Science and Technology · 2018 · 151 citations · Full text

, , +15

Quantum Autoencoders to Denoise Quantum Data

Dmytro Bondarenko, Polina Feldmann · Physical Review Letters · 2020 · 119 citations · Full text

, , +17

1–5 of 56

Authors

201

  1. LL
    Lucas Lamata

    University of the Basque Country, Spain

    3 publications · 134 citations

    3

    h-index

  2. AL
    Ang Li

    Pacific Northwest National Laboratory, United States

    2 publications · 89 citations

    2

    h-index

  3. IT
    Ivano Tavernelli

    École Polytechnique Fédérale de Lausanne, Switzerland

    2 publications · 50 citations

    2

    h-index

  4. SX
    Shuai Xu

    Southeast University, China

    2 publications · 89 citations

    2

    h-index

  5. QG
    Qiang Guan

    Kent State University, United States

    2 publications · 89 citations

    2

    h-index

1–5 of 201

Institutions

127

  1. University of the Basque Country

    Leioa, Spain

    3 h-index

    11 publications

    563 citations

  2. Ikerbasque

    Bilbao, Spain

    3 h-index

    3 publications

    157 citations

  3. Universidad de Sevilla

    Seville, Spain

    3 h-index

    3 publications

    120 citations

  4. Shanghai University

    Shanghai, China

    3 h-index

    5 publications

    223 citations

  5. University of Science and Technology of China

    Hefei, China

    3 h-index

    9 publications

    396 citations

  6. Universitat Autònoma de Barcelona

    Cerdanyola del Vallès, Spain

    3 h-index

    3 publications

    99 citations

  7. Initial Teaching Alphabet Foundation

    Hauppauge, United States

    2 h-index

    2 publications

    62 citations

  8. Ames Research Center

    Mountain View, United States

    2 h-index

    7 publications

    136 citations

1–8 of 127

Venues

  1. arXiv (Cornell University)

    Repository · 6 publications · 136 citations

    6

    h-index

  2. Quantum Machine Intelligence

    5 publications · 201 citations

    5

    h-index

  3. Machine Learning Science and Technology

    4 publications · 167 citations

    4

    h-index

  4. Quantum Science and Technology

    QST · 4 publications · 723 citations

    4

    h-index

  5. Advanced Quantum Technologies

    2 publications · 46 citations

    2

    h-index

1–5