Concepedia

Representational Capacity

Representational Capacity is the inherent ability of a machine learning model to approximate a range of functions, distinguished by the complexity and diversity of patterns it can capture within its parametric structure.

296

Publications

21.5K

Citations

780

Authors

332

Institutions

Publications per year

2017–2026

138

Parents

Publications

296

The functions of multiple representations

Shaaron Aınsworth · Computers & Education · 1999 · 1.1K citations

, , +8

Construction and interference in learning from multiple representation

Wolfgang Schnotz, Maria Bannert · Learning and Instruction · 2003 · 918 citations

, , +9

The Relationship between Quality of Attachment and Behavior Problems in Preschool in a High-Risk Sample

Martha Farrell Erickson, L. Alan Sroufe, Byron Egeland · Monographs of the Society for Research in Child Development · 1985 · 852 citations

, , +17

Simulation and similarity: using models to understand the world

Choice Reviews Online · 2013 · 639 citations

, , +15

The construction of large number representations in adults

Hilary Barth, Nancy Kanwisher, Elizabeth S. Spelke · Cognition · 2003 · 508 citations

, , +12

1–5 of 296

Authors

780

  1. XD
    Xiaohan Ding

    Tsinghua University, China

    6 publications · 700 citations

    6

    h-index

  2. LS
    Ling Shao

    Inception Institute of Artificial Intelligence, United Arab Emirates

    5 publications · 248 citations

    5

    h-index

  3. JH
    Jungong Han

    Lancaster University, United Kingdom

    4 publications · 672 citations

    4

    h-index

  4. YB
    Yoshua Bengio

    Université de Montréal, Canada

    4 publications · 591 citations

    4

    h-index

  5. GD
    Guiguang Ding

    Tsinghua University, China

    4 publications · 672 citations

    4

    h-index

1–5 of 780

Institutions

332

  1. Google (United States)

    Mountain View, United States

    7 h-index

    14 publications

    649 citations

  2. University of Toronto

    Toronto, Canada

    7 h-index

    11 publications

    1.1K citations

  3. Harbin Institute of Technology

    Harbin, China

    7 h-index

    17 publications

    869 citations

  4. University of Oxford

    Oxford, United Kingdom

    6 h-index

    11 publications

    1.4K citations

  5. Carnegie Mellon University

    Pittsburgh, United States

    6 h-index

    11 publications

    811 citations

  6. Massachusetts Institute of Technology

    Cambridge, United States

    6 h-index

    11 publications

    2.1K citations

  7. Xidian University

    Xi'an, China

    6 h-index

    23 publications

    2.1K citations

  8. Inception Institute of Artificial Intelligence

    Abu Dhabi, United Arab Emirates

    5 h-index

    17 publications

    796 citations

1–8 of 332

Venues

  1. arXiv (Cornell University)

    Repository · 37 publications · 1.8K citations

    21

    h-index

  2. 9

    h-index

  3. Child Development

    8 publications · 524 citations

    8

    h-index

  4. IEEE Access

    5 publications · 231 citations

    5

    h-index

  5. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 5 publications · 539 citations

    5

    h-index

1–5