Concepedia

Input-output Transformation

Input-Output Transformation is a computational framework in neuroscience that characterizes how a neuron integrates synaptic inputs across its dendritic tree to generate a specific pattern of action potential output, distinguishing it from simpler activation models by explicitly accounting for the spatiotemporal dynamics and nonlinear interactions of dendritic processing.

179

Publications

8.6K

Citations

508

Authors

275

Institutions

Publications per year

2017–2026

61

Parents

Publications

179

Squeezing as an irreducible resource

Samuel L. Braunstein · Physical Review A · 2005 · 508 citations · Full text

, , +16

Regulation of neuronal input transformations by tunable dendritic inhibition

Matthew Lovett-Barron, Gergely F. Turi, Patrick Kaifosh et al. · Nature Neuroscience · 2012 · 442 citations

, , +14

Graph-to-Sequence Learning using Gated Graph Neural Networks

Daniel Beck, Gholamreza Haffari, Trevor Cohn · 2018 · 393 citations · Full text

, , +16

Numerical representation for action in the parietal cortex of the monkey

Hiromasa Sawamura, Keisetsu Shima, Jun Tanji · Nature · 2002 · 327 citations · Full text

, , +14

Submillisecond Precision of the Input-Output Transformation Function Mediated by Fast Sodium Dendritic Spikes in Basal Dendrites of CA1 Pyramidal Neurons

Gal Ariav, Alon Poleg-Polsky, Jackie Schiller · Journal of Neuroscience · 2003 · 286 citations · Full text

, , +17

1–5 of 179

Authors

508

  1. PC
    Pin‐Yu Chen

    IBM (United States), United States

    3 publications · 124 citations

    3

    h-index

  2. JK
    Judit K. Makara

    HUN-REN Institute of Experimental Medicine, Hungary

    3 publications · 164 citations

    3

    h-index

  3. BV
    Branislav Vlahović

    North Carolina Central University, United States

    2 publications · 24 citations

    2

    h-index

  4. MW
    Maolin Wang

    Sichuan University, China

    2 publications · 122 citations

    2

    h-index

  5. CL
    Chun‐An Lu

    Industrial Technology Research Institute, Taiwan

    2 publications · 24 citations

    2

    h-index

1–5 of 508

Institutions

275

  1. Centre National de la Recherche Scientifique

    Paris, France

    7 h-index

    17 publications

    1.8K citations

  2. HUN-REN Institute of Experimental Medicine

    Budapest, Hungary

    4 h-index

    17 publications

    895 citations

  3. Sorbonne Université

    Paris, France

    4 h-index

    9 publications

    381 citations

  4. Georgia Institute of Technology

    Atlanta, United States

    3 h-index

    17 publications

    289 citations

  5. University of Sussex

    Brighton, United Kingdom

    3 h-index

    6 publications

    156 citations

  6. Hungarian Academy of Sciences

    Budapest, Hungary

    3 h-index

    10 publications

    562 citations

  7. Cornell University

    Ithaca, United States

    3 h-index

    3 publications

    197 citations

  8. Semmelweis University

    Budapest, Hungary

    3 h-index

    3 publications

    136 citations

1–8 of 275

Venues

  1. arXiv (Cornell University)

    Repository · 12 publications · 476 citations

    12

    h-index

  2. International Journal of Control

    6 publications · 290 citations

    6

    h-index

  3. IEEE Transactions on Automatic Control

    4 publications · 109 citations

    4

    h-index

  4. Journal of Neurophysiology

    JN · 3 publications · 86 citations

    3

    h-index

  5. IFAC Proceedings Volumes

    3 publications · 54 citations

    3

    h-index

1–5