Concepedia

Bayesian Neural Decoding

Bayesian Neural Decoding is a neural decoding framework that uses Bayesian inference to estimate the most probable stimulus or cognitive state given observed neural activity, by combining a prior distribution over possible states with a likelihood model of the neural responses.

46

Publications

2.8K

Citations

160

Authors

84

Institutions

Publications per year

2017–2026

22

Parents

Publications

46

Bayesian Population Decoding of Motor Cortical Activity Using a Kalman Filter

Wei Wu, Yun Gao, Elie Bienenstock et al. · Neural Computation · 2005 · 459 citations

, , +17

Recursive Bayesian Decoding of Motor Cortical Signals by Particle Filtering

Anthony Brockwell, A. Rojas, Robert E. Kass · Journal of Neurophysiology · 2004 · 262 citations

, , +17

Bayesian decoding of brain images

Karl Friston, Carlton Chu, Janaı́na Mourão-Miranda et al. · NeuroImage · 2007 · 208 citations

, , +13

A Bayesian and efficient observer model explains concurrent attractive and repulsive history biases in visual perception

Matthias Fritsche, Eelke Spaak, Floris P. de Lange · eLife · 2020 · 197 citations · Full text

, , +12

Decoding brain activity using a large-scale probabilistic functional-anatomical atlas of human cognition

Timothy N. Rubin, Oluwasanmi Koyejo, Krzysztof J. Gorgolewski et al. · PLoS Computational Biology · 2017 · 152 citations · Full text

, , +16

1–5 of 46

Authors

160

  1. LP
    Liam Paninski

    Columbia University, United States

    5 publications · 242 citations

    5

    h-index

  2. EN
    Emery N. Brown

    Massachusetts General Hospital, United States

    4 publications · 139 citations

    4

    h-index

  3. EB
    Eleanor Batty

    Stanford University, United States

    3 publications · 145 citations

    3

    h-index

  4. MA
    Matthew A. Wilson

    Massachusetts Institute of Technology, United States

    3 publications · 192 citations

    3

    h-index

  5. TN
    Timothy N. Rubin

    Indiana University Bloomington, United States

    2 publications · 169 citations

    2

    h-index

1–5 of 160

Institutions

84

  1. Massachusetts Institute of Technology

    Cambridge, United States

    5 h-index

    12 publications

    805 citations

  2. Massachusetts General Hospital

    Boston, United States

    5 h-index

    8 publications

    362 citations

  3. Columbia University

    New York, United States

    5 h-index

    20 publications

    992 citations

  4. Stanford University

    Stanford, United States

    5 h-index

    11 publications

    724 citations

  5. The University of Texas at Austin

    Austin, United States

    4 h-index

    4 publications

    263 citations

  6. Boston University

    Boston, United States

    3 h-index

    6 publications

    251 citations

  7. Harvard University

    Cambridge, United States

    3 h-index

    8 publications

    321 citations

  8. Neuroelectronics Research Flanders

    Leuven, Belgium

    2 h-index

    3 publications

    190 citations

1–8 of 84

Venues

  1. bioRxiv (Cold Spring Harbor Laboratory)

    Repository · 5 publications · 128 citations

    5

    h-index

  2. PLoS Computational Biology

    4 publications · 266 citations

    4

    h-index

  3. Neural Computation

    4 publications · 570 citations

    4

    h-index

  4. Hippocampus

    3 publications · 186 citations

    3

    h-index

  5. Journal of Neurophysiology

    JN · 3 publications · 425 citations

    3

    h-index

1–5