Concepedia

Dynamic Architectures

Dynamic Architectures is a continual learning framework that dynamically modifies its neural network structure by adding or reconfiguring components during sequential task acquisition to mitigate catastrophic forgetting while preserving model plasticity and capacity.

171

Publications

10.4K

Citations

490

Authors

201

Institutions

Publications per year

2017–2026

54

Parents

Publications

171

Hybrid computing using a neural network with dynamic external memory

Alex Graves, Greg Wayne, Malcolm Reynolds et al. · Nature · 2016 · 1.4K citations

, , +14

Neuroevolution: from architectures to learning

Dario Floreano, Peter Dürr, Claudio Mattiussi · Evolutionary Intelligence · 2008 · 733 citations · Full text

, , +6

Dynamic structure in software architectures

Jeff Magee, Jeff Kramer · 1996 · 539 citations

, , +15

An event-based architecture definition language

D Luckham, Jose Belisario Vera Vera · IEEE Transactions on Software Engineering · 1995 · 485 citations

, , +9

DyTox: Transformers for Continual Learning with DYnamic TOken eXpansion

Arthur Douillard, Alexandre Ramé, Guillaume Couairon et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 323 citations · Full text

, , +13

1–5 of 171

Authors

490

  1. FO
    Flávio Oquendo

    Université de Bretagne Sud, France

    7 publications · 415 citations

    7

    h-index

  2. MJ
    Mohamed Jmaïel

    University of Sfax, Tunisia

    5 publications · 77 citations

    5

    h-index

  3. KD
    Khalil Drira

    Laboratoire d'Analyse et d'Architecture des Systèmes, France

    4 publications · 66 citations

    4

    h-index

  4. GM
    Gregory M. Papadopoulos

    Massachusetts Institute of Technology, United States

    4 publications · 344 citations

    4

    h-index

  5. HH
    Houman Homayoun

    George Mason University, United States

    4 publications · 93 citations

    4

    h-index

1–5 of 490

Institutions

201

  1. Centre National de la Recherche Scientifique

    Paris, France

    11 h-index

    25 publications

    532 citations

  2. Institut de Recherche en Informatique et Systèmes Aléatoires

    Rennes, France

    8 h-index

    11 publications

    619 citations

  3. Imperial College London

    London, United Kingdom

    5 h-index

    7 publications

    1.5K citations

  4. Université de Bretagne Sud

    Lorient, France

    5 h-index

    8 publications

    245 citations

  5. George Mason University

    Fairfax, United States

    5 h-index

    14 publications

    358 citations

  6. University of Cambridge

    Cambridge, United Kingdom

    4 h-index

    9 publications

    787 citations

  7. University of California, Irvine

    Irvine, United States

    4 h-index

    7 publications

    280 citations

  8. Laboratoire d'Analyse et d'Architecture des Systèmes

    Toulouse, France

    4 h-index

    8 publications

    121 citations

1–8 of 201

Venues

  1. arXiv (Cornell University)

    Repository · 10 publications · 401 citations

    9

    h-index

  2. ACM SIGSOFT Software Engineering Notes

    SEN · 4 publications · 388 citations

    4

    h-index

  3. IEE Proceedings - Software

    3 publications · 122 citations

    3

    h-index

  4. Electronic Notes in Theoretical Computer Science

    ENTCS · 3 publications · 72 citations

    3

    h-index

  5. Frontiers in Neurorobotics

    2 publications · 42 citations

    2

    h-index

1–5