Concepedia

Mutual Information

Mutual Information is a measure in information theory that quantifies the amount of information shared between two random variables by defining the reduction in uncertainty about one variable given knowledge of the other.

4K

Publications

323.5K

Citations

7.3K

Authors

2.1K

Institutions

Publications per year

2017–2026

1.1K

Parents

Children

Publications

4K

The Proof and Measurement of Association between Two Things

C. Spearman · The American Journal of Psychology · 1904 · 7.6K citations

, , +8

Fast and robust fixed-point algorithms for independent component analysis

Aapo Hyvärinen · IEEE Transactions on Neural Networks · 1999 · 6.3K citations

, , +14

Independent coordinates for strange attractors from mutual information

Andrew M. Fraser, Harry L. Swinney · Physical review. A, General physics · 1986 · 4.6K citations

, , +17

Measuring Information Transfer

Thomas Schreiber · Physical Review Letters · 2000 · 4.5K citations · Full text

, , +16

Multimodality image registration by maximization of mutual information

Frederik Maes, André Collignon, Dirk Vandermeulen et al. · IEEE Transactions on Medical Imaging · 1997 · 4.5K citations · Full text

, , +17

1–5 of 4K

Authors

7.3K

  1. SV
    Sergio Verdú

    Princeton University, United States

    38 publications · 4.5K citations

    28

    h-index

  2. SS
    Shlomo Shamai

    Technion – Israel Institute of Technology, Israel

    21 publications · 2.4K citations

    18

    h-index

  3. JC
    José C. Prı́ncipe

    University of Florida, United States

    24 publications · 1.1K citations

    18

    h-index

  4. MV
    Michel Verleysen

    UCLouvain, Belgium

    14 publications · 903 citations

    13

    h-index

  5. AP
    A. Plastino

    Universidad Nacional de La Plata, Argentina

    15 publications · 830 citations

    13

    h-index

1–5 of 7.3K

Institutions

2.1K

  1. Princeton University

    Princeton, United States

    44 h-index

    84 publications

    10.1K citations

  2. Massachusetts Institute of Technology

    Cambridge, United States

    39 h-index

    70 publications

    6.8K citations

  3. Centre National de la Recherche Scientifique

    Paris, France

    34 h-index

    79 publications

    4.8K citations

  4. Stanford University

    Stanford, United States

    30 h-index

    51 publications

    4.6K citations

  5. University of Cambridge

    Cambridge, United Kingdom

    30 h-index

    45 publications

    3.9K citations

  6. Technion – Israel Institute of Technology

    Haifa, Israel

    29 h-index

    41 publications

    3.2K citations

  7. ETH Zurich

    Zurich, Switzerland

    28 h-index

    55 publications

    5.7K citations

  8. University of Illinois Urbana-Champaign

    Urbana, United States

    27 h-index

    49 publications

    3.1K citations

1–8 of 2.1K

Venues

  1. IEEE Transactions on Information Theory

    288 publications · 31.5K citations

    83

    h-index

  2. Physical Review A

    PRA · 68 publications · 6.5K citations

    42

    h-index

  3. arXiv (Cornell University)

    Repository · 136 publications · 5.6K citations

    40

    h-index

  4. Physical Review Letters

    PRL · 56 publications · 15.4K citations

    39

    h-index

  5. Entropy

    106 publications · 3.7K citations

    34

    h-index

1–5