Concepedia

Cognitive State Decoding

Cognitive State Decoding is a neural decoding framework that identifies and classifies latent cognitive states from neurophysiological signals, particularly electroencephalograms, by distinguishing task-specific brain activity patterns associated with perception, attention, memory, or decision-making processes.

92

Publications

10.9K

Citations

395

Authors

168

Institutions

Publications per year

2017–2026

36

Parents

Publications

92

Decoding Subject-Driven Cognitive States with Whole-Brain Connectivity Patterns

William R. Shirer, Srikanth Ryali, Elena Rykhlevskaia et al. · Cerebral Cortex · 2011 · 1.9K citations · Full text

, , +16

Attentional Selection in a Cocktail Party Environment Can Be Decoded from Single-Trial EEG

James O’Sullivan, Alan J. Power, Nima Mesgarani et al. · Cerebral Cortex · 2014 · 912 citations · Full text

, , +16

Inferring Mental States from Neuroimaging Data: From Reverse Inference to Large-Scale Decoding

Russell A. Poldrack · Neuron · 2011 · 853 citations · Full text

, , +16

An essay on belief and acceptance

Choice Reviews Online · 1993 · 691 citations

, , +17

Learning to Decode Cognitive States from Brain Images

Rebecca Hutchinson, Radu Stefan Niculescu, Francisco Pereira et al. · Machine Learning · 2004 · 667 citations · Full text

, , +14

1–5 of 92

Authors

395

  1. RA
    Russell A. Poldrack

    Stanford University, United States

    7 publications · 2K citations

    7

    h-index

  2. KJ
    Krzysztof J. Gorgolewski

    Stanford University, United States

    4 publications · 849 citations

    4

    h-index

  3. TY
    Tal Yarkoni

    The University of Texas at Austin, United States

    4 publications · 849 citations

    4

    h-index

  4. JD
    José del R. Millán

    École Polytechnique Fédérale de Lausanne, Switzerland

    3 publications · 104 citations

    3

    h-index

  5. MA
    Mark A. Sabbagh

    Queen's University, Canada

    3 publications · 171 citations

    3

    h-index

1–5 of 395

Institutions

168

  1. The University of Texas at Austin

    Austin, United States

    8 h-index

    10 publications

    1.8K citations

  2. Stanford University

    Stanford, United States

    5 h-index

    13 publications

    4.5K citations

  3. University of California, Berkeley

    Berkeley, United States

    5 h-index

    5 publications

    1.3K citations

  4. Carnegie Mellon University

    Pittsburgh, United States

    4 h-index

    11 publications

    3.2K citations

  5. Massachusetts Institute of Technology

    Cambridge, United States

    4 h-index

    6 publications

    778 citations

  6. Boston University

    Boston, United States

    4 h-index

    7 publications

    2K citations

  7. University of California San Diego

    San Diego, United States

    4 h-index

    19 publications

    1.4K citations

  8. University of Illinois Urbana-Champaign

    Urbana, United States

    4 h-index

    8 publications

    328 citations

1–8 of 168

Venues

  1. NeuroImage

    6 publications · 190 citations

    6

    h-index

  2. PLoS ONE

    4 publications · 437 citations

    4

    h-index

  3. Journal of Cognitive Neuroscience

    2 publications · 565 citations

    2

    h-index

  4. Psychiatry Research

    2 publications · 359 citations

    2

    h-index

  5. bioRxiv (Cold Spring Harbor Laboratory)

    Repository · 2 publications · 45 citations

    2

    h-index

1–5