Concepedia

Neural Representation Learning

Neural Representation Learning is a computational framework within neural encoding that identifies and constructs invariant and meaningful patterns of neural activity to represent sensory, cognitive, or behavioral variables through learned transformations of neural population data.

1.2K

Publications

155.8K

Citations

3.6K

Authors

1K

Institutions

Publications per year

2017–2026

717

Parents

Publications

1.2K

Advances in neural information processing systems 7

Krzysztof J. Cios, Mark E. Shields · Neurocomputing · 1997 · 22.3K citations

, , +14

Advances in neural information processing systems 7

Computers & Mathematics with Applications · 1996 · 14.4K citations

, , +14

Generalized Neural-Network Representation of High-Dimensional Potential-Energy Surfaces

Jörg Behler, Michele Parrinello · Physical Review Letters · 2007 · 5K citations

, , +17

Proceedings of the 21st International Conference on Neural Information Processing Systems

Daphne Koller, Dale Schuurmans, Yoshua Bengio et al. · 2008 · 4.5K citations

, , +14

5th International Conference on Learning Representations (ICLR 17)

Serhii Havrylov, Ivan Titov · 2017 · 3.5K citations

, , +15

1–5 of 1.2K

Authors

3.6K

  1. JJ
    James J. DiCarlo

    McGovern Institute for Brain Research, United States

    13 publications · 2.9K citations

    12

    h-index

  2. TP
    Tomaso Poggio

    Massachusetts Institute of Technology, United States

    11 publications · 237 citations

    10

    h-index

  3. TL
    Tianming Liu

    University of Georgia, United States

    10 publications · 460 citations

    10

    h-index

  4. DY
    Daniel Yamins

    Stanford University, United States

    9 publications · 2.3K citations

    9

    h-index

  5. YK
    Yukiyasu Kamitani

    Kyoto University, Japan

    9 publications · 717 citations

    9

    h-index

1–5 of 3.6K

Institutions

1K

  1. Stanford University

    Stanford, United States

    26 h-index

    89 publications

    10.2K citations

  2. Princeton University

    Princeton, United States

    25 h-index

    84 publications

    8.8K citations

  3. Carnegie Mellon University

    Pittsburgh, United States

    24 h-index

    75 publications

    14.9K citations

  4. University College London

    London, United Kingdom

    23 h-index

    59 publications

    12.3K citations

  5. Massachusetts Institute of Technology

    Cambridge, United States

    22 h-index

    74 publications

    13.7K citations

  6. Columbia University

    New York, United States

    20 h-index

    53 publications

    5.2K citations

  7. University of California San Diego

    San Diego, United States

    20 h-index

    50 publications

    11K citations

  8. Harvard University

    Cambridge, United States

    19 h-index

    49 publications

    3.4K citations

1–8 of 1K

Venues

  1. arXiv (Cornell University)

    Repository · 131 publications · 6K citations

    37

    h-index

  2. NeuroImage

    35 publications · 2.4K citations

    28

    h-index

  3. bioRxiv (Cold Spring Harbor Laboratory)

    Repository · 63 publications · 2.3K citations

    25

    h-index

  4. Neural Computation

    32 publications · 3K citations

    24

    h-index

  5. Neural Networks

    34 publications · 2.7K citations

    23

    h-index

1–5