Concepedia

Multilayer Perceptron

A Multilayer Perceptron is a feedforward artificial neural network that consists of multiple layers of interconnected neurons, distinguished by its use of nonlinear activation functions and supervised learning to model complex functional relationships between inputs and outputs.

10.6K

Publications

736.6K

Citations

28.9K

Authors

5.6K

Institutions

Publications per year

2017–2026

4.7K

Parents

Publications

10.6K

Multilayer feedforward networks are universal approximators

Kurt Hornik, Maxwell B. Stinchcombe, Halbert White · Neural Networks · 1989 · 21.2K citations

, , +10

Neural networks for pattern recognition

Choice Reviews Online · 1994 · 18.7K citations

, , +13

Multilayer feedforward networks are universal approximators

HornikK., StinchcombeM., WhiteH. · Neural Networks · 1989 · 9.4K citations

, , +10

An introduction to computing with neural nets

Richard P. Lippmann · IEEE ASSP Magazine · 1987 · 7.9K citations

, , +16

Training feedforward networks with the Marquardt algorithm

Martin Hagan, Mohammad Bagher Menhaj · IEEE Transactions on Neural Networks · 1994 · 7.7K citations

, , +14

1–5 of 10.6K

Authors

28.9K

  1. AM
    Amir Mosavi

    Obuda University, Hungary

    26 publications · 1.5K citations

    22

    h-index

  2. MM
    M.T. Manry

    The University of Texas at Arlington, United States

    33 publications · 922 citations

    19

    h-index

  3. HM
    Hossein Moayedi

    Duy Tan University, Vietnam

    18 publications · 794 citations

    16

    h-index

  4. NR
    Nikhil R. Pal

    Indian Statistical Institute, India

    19 publications · 1.3K citations

    16

    h-index

  5. AB
    Andaç Batur Çolak

    Niğde Ömer Halisdemir Üniversitesi, Türkiye

    17 publications · 838 citations

    16

    h-index

1–5 of 28.9K

Institutions

5.6K

  1. Nanyang Technological University

    Singapore, Singapore

    40 h-index

    186 publications

    29.7K citations

  2. University of Tehran

    Tehran, Iran

    38 h-index

    226 publications

    10.1K citations

  3. Chinese Academy of Sciences

    Beijing, China

    38 h-index

    267 publications

    21.4K citations

  4. Centre National de la Recherche Scientifique

    Paris, France

    36 h-index

    206 publications

    9.4K citations

  5. Duy Tan University

    Da Nang, Vietnam

    34 h-index

    52 publications

    3.2K citations

  6. University of Tabriz

    Tabriz, Iran

    34 h-index

    115 publications

    7.3K citations

  7. Indian Statistical Institute

    Kolkata, India

    29 h-index

    93 publications

    9.6K citations

  8. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    29 h-index

    91 publications

    4.1K citations

1–8 of 5.6K

Venues

  1. IEEE Transactions on Neural Networks

    311 publications · 48.1K citations

    99

    h-index

  2. Neural Networks

    140 publications · 57.4K citations

    64

    h-index

  3. IEEE Access

    177 publications · 13.5K citations

    62

    h-index

  4. Neurocomputing

    131 publications · 12.7K citations

    46

    h-index

  5. arXiv (Cornell University)

    Repository · 191 publications · 15.7K citations

    45

    h-index

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