Concepedia

Neural Decision Fields

Neural Decision Fields is a computational neuroscience model that formalizes decision-making as the evolution of activation patterns in neural populations, where competing alternatives are represented as dynamic fields of neurons whose activity accumulates evidence over time until a threshold is reached, thereby distinguishing it from static or symbolic models of choice by emphasizing continuous, distributed, and biologically plausible neural dynamics.

11

Publications

9.1K

Citations

28

Authors

16

Institutions

Publications per year

2017–2026

3

Parents

Publications

11

“Neural” computation of decisions in optimization problems

J. J. Hopfield, David W. Tank · Biological Cybernetics · 1985 · 6K citations

, , +14

The somatic marker hypothesis: A neural theory of economic decision

Antoine Bechara, António R. Damásio · Games and Economic Behavior · 2004 · 2K citations

, , +14

Multialternative decision field theory: A dynamic connectionst model of decision making.

Robert M. Roe, James T. Townsend · Psychological Review · 2001 · 779 citations

, , +13

The Influence of Expected Value on Saccadic Preparation

David Milstein, Michael C. Dorris · Journal of Neuroscience · 2007 · 145 citations · Full text

, , +14

Species-Specific Diversity of a Fixed Motor Pattern: The Electric Organ Discharge of Gymnotus

Alejo Rodríguez-Cattáneo, Ana Carolina Pereira, Pedro A. Aguilera et al. · PLoS ONE · 2008 · 35 citations · Full text

, , +16

1–5 of 11

Authors

28

  1. BY
    Benjamin Y. Hayden

    University of Minnesota, United States

    1 publications · 12 citations

    1

    h-index

  2. PW
    Philip Woodgate

    National Hospital for Neurology and Neurosurgery, United Kingdom

    1 publications · 31 citations

    1

    h-index

  3. DM
    David Milstein

    Albert Einstein College of Medicine, United States

    1 publications · 145 citations

    1

    h-index

  4. AC
    Ana Carolina Pereira

    Instituto de Investigaciones Biológicas Clemente Estable, Uruguay

    1 publications · 35 citations

    1

    h-index

  5. JJ
    J. J. Hopfield

    Princeton University, United States

    1 publications · 6K citations

    1

    h-index

1–5 of 28

Institutions

16

  1. California Institute of Technology

    Pasadena, United States

    2 h-index

    2 publications

    6.1K citations

  2. Canadian Institutes of Health Research

    Ottawa, Canada

    1 h-index

    2 publications

    290 citations

  3. University of Central Florida

    Orlando, United States

    1 h-index

    1 publications

    35 citations

  4. Instituto de Investigaciones Biológicas Clemente Estable

    Montevideo, Uruguay

    1 h-index

    4 publications

    140 citations

  5. German Primate Center

    Göttingen, Germany

    1 h-index

    2 publications

    66 citations

  6. University of Arizona

    Tucson, United States

    1 h-index

    2 publications

    44 citations

  7. University of Iowa

    Iowa City, United States

    1 h-index

    2 publications

    3.9K citations

  8. University of Minnesota

    Minneapolis, United States

    1 h-index

    1 publications

    12 citations

1–8 of 16

Venues

  1. Psychological Review

    2 publications · 813 citations

    2

    h-index

  2. Neural Networks

    1 publications · 31 citations

    1

    h-index

  3. Neuron

    1 publications · 32 citations

    1

    h-index

  4. Brain and Neuroscience Advances

    1 publications · 12 citations

    1

    h-index

  5. Information Sciences

    1 publications · 22 citations

    1

    h-index

1–5