Concepedia

Probabilistic Circuits

Probabilistic Circuits is a computational model in circuit complexity that extends Boolean circuits by allowing randomized gates, thereby enabling the evaluation of probabilistic inference or decision tasks through structured distributions over inputs.

184

Publications

9.9K

Citations

415

Authors

177

Institutions

Publications per year

2017–2026

62

Parents

Publications

184

Probabilistic Decision Making by Slow Reverberation in Cortical Circuits

Xiao‐Jing Wang · Neuron · 2002 · 1.3K citations · Full text

, , +16

New Metrics for the Reliability of Approximate and Probabilistic Adders

Jinghang Liang, Jie Han, Fabrizio Lombardi · IEEE Transactions on Computers · 2012 · 591 citations

, , +15

Survey of Stochastic Computing

Armin Alaghi, John P. Hayes · ACM Transactions on Embedded Computing Systems · 2013 · 581 citations

, , +10

Quantum advantage with shallow circuits

Sergey Bravyi, David Gosset, Robert König · Science · 2018 · 424 citations · Full text

, , +17

Stochastic circuits for real-time image-processing applications

Armin Alaghi, Cheng Li, John P. Hayes · 2013 · 254 citations

, , +16

1–5 of 184

Authors

415

  1. JP
    John P. Hayes

    University of Michigan, United States

    19 publications · 1.3K citations

    14

    h-index

  2. GV
    Guy Van den Broeck

    KU Leuven, Belgium

    10 publications · 366 citations

    10

    h-index

  3. KY
    Kerem Y. Çamsarı

    University of California, Santa Barbara, United States

    9 publications · 498 citations

    9

    h-index

  4. KV
    Krishna V. Palem

    Rice University, United States

    8 publications · 566 citations

    8

    h-index

  5. SD
    Supriyo Datta

    Purdue University West Lafayette, United States

    7 publications · 375 citations

    7

    h-index

1–5 of 415

Institutions

177

  1. Purdue University West Lafayette

    West Lafayette, United States

    15 h-index

    61 publications

    3.2K citations

  2. University of Michigan

    Ann Arbor, United States

    15 h-index

    43 publications

    3K citations

  3. University of California, Los Angeles

    Los Angeles, United States

    10 h-index

    28 publications

    703 citations

  4. Georgia Institute of Technology

    Atlanta, United States

    7 h-index

    14 publications

    756 citations

  5. KU Leuven

    Leuven, Belgium

    6 h-index

    13 publications

    1K citations

  6. Nanyang Technological University

    Singapore, Singapore

    6 h-index

    12 publications

    314 citations

  7. Centre National de la Recherche Scientifique

    Paris, France

    5 h-index

    19 publications

    924 citations

  8. University of Florida

    Gainesville, United States

    4 h-index

    12 publications

    558 citations

1–8 of 177

Venues

  1. arXiv (Cornell University)

    Repository · 8 publications · 175 citations

    8

    h-index

  2. IEEE Transactions on Computers

    6 publications · 935 citations

    6

    h-index

  3. Nature Communications

    5 publications · 322 citations

    5

    h-index

  4. 4

    h-index

  5. 4

    h-index

1–5