Concepedia

Neural Networks

Neural Networks is a class of machine learning and statistical learning models that approximate complex, typically non-linear mappings between inputs and outputs using networks of interconnected simple processing units (“neurons”) whose connection weights are learned from data.

95.6K

Publications

8.5M

Citations

187.4K

Authors

14.6K

Institutions

Publications per year

2017–2026

51.9K

Variants

AnnArtificial Neural Networks

Parents

Children

Publications

95.6K

Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2016 · 222.1K citations · Full text

, , +11

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations

, , +16

ImageNet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton · Communications of the ACM · 2017 · 75.7K citations · Full text

, , +12

Very Deep Convolutional Networks for Large-Scale Image Recognition

Karen Simonyan, Andrew Zisserman · arXiv (Cornell University) · 2014 · 75.5K citations · Full text

, , +11

Gradient-based learning applied to document recognition

Yann LeCun, Léon Bottou, Yoshua Bengio et al. · Proceedings of the IEEE · 1998 · 58.2K citations · Full text

, , +14

1–5 of 95.6K

Authors

187.4K

  1. YB
    Yoshua Bengio

    Université de Montréal, Canada

    268 publications · 178.7K citations

    112

    h-index

  2. JC
    Jinde Cao

    Southeast University, China

    498 publications · 37.2K citations

    109

    h-index

  3. GE
    Geoffrey E. Hinton

    University of Toronto, Canada

    116 publications · 282.4K citations

    89

    h-index

  4. JW
    Jun Wang

    Chinese University of Hong Kong, Hong Kong SAR China

    170 publications · 19.7K citations

    78

    h-index

  5. ZZ
    Zhigang Zeng

    Huazhong University of Science and Technology, China

    170 publications · 13.7K citations

    72

    h-index

1–5 of 187.4K

Institutions

14.6K

  1. Google (United States)

    Mountain View, United States

    173 h-index

    2.2K publications

    1.2M citations

  2. Massachusetts Institute of Technology

    Cambridge, United States

    171 h-index

    1.8K publications

    356.9K citations

  3. Stanford University

    Stanford, United States

    170 h-index

    2K publications

    756K citations

  4. Carnegie Mellon University

    Pittsburgh, United States

    141 h-index

    1.3K publications

    213.9K citations

  5. Tsinghua University

    Beijing, China

    137 h-index

    2.9K publications

    295.1K citations

  6. University of California, Berkeley

    Berkeley, United States

    136 h-index

    1.4K publications

    440.9K citations

  7. University of Toronto

    Toronto, Canada

    128 h-index

    978 publications

    737.9K citations

  8. Southeast University

    Nanjing, China

    126 h-index

    1.8K publications

    127.1K citations

1–8 of 14.6K

Venues

  1. arXiv (Cornell University)

    Repository · 7.5K publications · 948.3K citations

    361

    h-index

  2. IEEE Transactions on Neural Networks

    1.4K publications · 219.5K citations

    200

    h-index

  3. Neural Networks

    1.7K publications · 206.9K citations

    171

    h-index

  4. 154

    h-index

  5. Neural Computation

    859 publications · 262.5K citations

    145

    h-index

1–5