Concepedia

Hidden-state Models

Hidden-State Models is a statistical framework that belongs to the class of latent variable models, distinguished by its specification of unobservable (hidden) states that stochastically generate observable data through defined transition and emission probabilities, enabling inference of ancestral states, transcriptional dynamics, or other latent biological processes from indirect or noisy measurements.

860

Publications

66.4K

Citations

2.6K

Authors

904

Institutions

Publications per year

2017–2026

345

Parents

Publications

860

Reinforcement Learning: A Survey

Leslie Pack Kaelbling, Michael L. Littman, Andrew Moore · Journal of Artificial Intelligence Research · 1996 · 8.8K citations · Full text

, , +15

Hidden Markov Models in Computational Biology

Anders Krogh, Michael Brown, Shahzad I. Mian et al. · Journal of Molecular Biology · 1994 · 2K citations

, , +14

Neuromodulatory Control Networks (NCNs): A Biologically Inspired Architecture for Dynamic LLM Processing

Zenodo (CERN European Organization for Nuclear Research) · 2025 · 1.4K citations · Full text

, , +11

The Problem of Hidden Variables in Quantum Mechanics

Simon Kochen, E. Specker · Indiana University Mathematics Journal · 1967 · 1.2K citations

, , +9

Generating Text with Recurrent Neural Networks

Ilya Sutskever, James Martens, Geoffrey E. Hinton · 2011 · 1.2K citations

, , +16

1–5 of 860

Authors

2.6K

  1. YB
    Yoshua Bengio

    Université de Montréal, Canada

    8 publications · 996 citations

    8

    h-index

  2. YH
    Yulan He

    Aston University, United Kingdom

    6 publications · 308 citations

    6

    h-index

  3. SY
    Steve Young

    University of Cambridge, United Kingdom

    5 publications · 779 citations

    5

    h-index

  4. JS
    Jinsong Su

    Xiamen University, China

    5 publications · 214 citations

    5

    h-index

  5. TD
    Trevor Darrell

    University of California, Berkeley, United States

    5 publications · 1.4K citations

    5

    h-index

1–5 of 2.6K

Institutions

904

  1. Centre National de la Recherche Scientifique

    Paris, France

    17 h-index

    40 publications

    2.4K citations

  2. University of California, Berkeley

    Berkeley, United States

    16 h-index

    26 publications

    1.3K citations

  3. University of Oxford

    Oxford, United Kingdom

    15 h-index

    30 publications

    1.8K citations

  4. Massachusetts Institute of Technology

    Cambridge, United States

    15 h-index

    36 publications

    7.2K citations

  5. University College London

    London, United Kingdom

    15 h-index

    31 publications

    3.4K citations

  6. University of Cambridge

    Cambridge, United Kingdom

    14 h-index

    43 publications

    5.7K citations

  7. Tsinghua University

    Beijing, China

    12 h-index

    20 publications

    965 citations

  8. University of Toronto

    Toronto, Canada

    12 h-index

    23 publications

    7.1K citations

1–8 of 904

Venues

  1. arXiv (Cornell University)

    Repository · 63 publications · 3.8K citations

    27

    h-index

  2. IEEE Transactions on Signal Processing

    17 publications · 959 citations

    15

    h-index

  3. IEEE Access

    10 publications · 782 citations

    10

    h-index

  4. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 10 publications · 762 citations

    10

    h-index

  5. Physical review. A/Physical review, A

    PRA · 9 publications · 454 citations

    9

    h-index

1–5