Concepedia

Topological Encoding

Topological Encoding is a method in visual encoding that preserves and represents the intrinsic geometric and connectivity structures of data through topological invariants and spatial relationships.

74

Publications

12.5K

Citations

200

Authors

87

Institutions

Publications per year

2017–2026

18

Parents

Publications

74

Self-organized formation of topologically correct feature maps

Teuvo Kohonen · Biological Cybernetics · 1982 · 9.5K citations

, , +12

Topological Structure in Visual Perception

Lan CHEN · Science · 1982 · 409 citations

, , +15

Indexing using a spectral encoding of topological structure

Ali Shokoufandeh, Sven Dickinson, Kaleem Siddiqi et al. · 2003 · 153 citations

, , +16

Incremental grid growing: encoding high-dimensional structure into a two-dimensional feature map

Justine Blackmore, Risto Miikkulainen · IEEE International Conference on Neural Networks · 2002 · 124 citations

, , +8

Global perception in small brains: Topological pattern recognition in honey bees

Lin Chen, Shaowu Zhang, Mandyam V. Srinivasan · Proceedings of the National Academy of Sciences · 2003 · 117 citations · Full text

, , +16

1–5 of 74

Authors

200

  1. PT
    Paul Tavan

    Ludwig-Maximilians-Universität München, Germany

    3 publications · 84 citations

    3

    h-index

  2. CF
    Christophe Fiorio

    Laboratoire d'Informatique, de Robotique et de Microélectronique de Montpellier, France

    2 publications · 51 citations

    2

    h-index

  3. JS
    Jing Su

    University of Toronto, Canada

    2 publications · 27 citations

    2

    h-index

  4. GZ
    Guozhong Zhuang

    The University of Texas at Austin, United States

    2 publications · 125 citations

    2

    h-index

  5. BP
    Bruno Poucet

    Centre National de la Recherche Scientifique, France

    2 publications · 98 citations

    2

    h-index

1–5 of 200

Institutions

87

  1. Chinese Academy of Sciences

    Beijing, China

    5 h-index

    14 publications

    746 citations

  2. Ludwig-Maximilians-Universität München

    Munich, Germany

    3 h-index

    6 publications

    129 citations

  3. Centre National de la Recherche Scientifique

    Paris, France

    3 h-index

    8 publications

    297 citations

  4. Institute of Biophysics

    Beijing, China

    3 h-index

    8 publications

    666 citations

  5. The University of Texas at Austin

    Austin, United States

    3 h-index

    8 publications

    623 citations

  6. Massachusetts Institute of Technology

    Cambridge, United States

    3 h-index

    5 publications

    282 citations

  7. The Ohio State University

    Columbus, United States

    2 h-index

    3 publications

    50 citations

  8. Institute for Scientific Interchange

    Turin, Italy

    2 h-index

    4 publications

    405 citations

1–8 of 87

Venues

  1. arXiv (Cornell University)

    Repository · 3 publications · 68 citations

    3

    h-index

  2. Biological Cybernetics

    3 publications · 9.6K citations

    3

    h-index

  3. ISPRS International Journal of Geo-Information

    IJGI · 2 publications · 37 citations

    2

    h-index

  4. Proceedings of the National Academy of Sciences

    PNAS · 2 publications · 218 citations

    2

    h-index

  5. Nature Communications

    2 publications · 161 citations

    2

    h-index

1–5