Concepedia

Nonlinear Decoders

Nonlinear Decoders is a neural decoding method that employs nonlinear transformations to map neural activity patterns into behavioral or cognitive variables, distinguishing it from linear decoders by its capacity to model complex, non-additive relationships in neural data.

26

Publications

1.1K

Citations

87

Authors

51

Institutions

Publications per year

2017–2026

6

Parents

Publications

26

Decoding Three-Dimensional Trajectory of Executed and Imagined Arm Movements From Electroencephalogram Signals

Jeong-Hun Kim, Seong–Whan Lee · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 2014 · 150 citations

, , +15

Nonlinear Information Processing in a Model Sensory System

Maurice J. Chacron · Journal of Neurophysiology · 2006 · 98 citations · Full text

, , +17

EMG-Based Real-Time Linear-Nonlinear Cascade Regression Decoding of Shoulder, Elbow, and Wrist Movements in Able-Bodied Persons and Stroke Survivors

Jie Liu, Yupeng Ren, Dali Xu et al. · IEEE Transactions on Biomedical Engineering · 2019 · 78 citations

, , +17

The analog decoder

J. Hagenauer, M. Winklhofer · 2002 · 75 citations

, , +14

Design and simulation of all optical decoder based on nonlinear PhCRRs

Farhad Mehdizadeh, Hamed Alipour‐Banaei, Somaye Serajmohammadi · Optik · 2017 · 70 citations

, , +13

1–5 of 26

Authors

87

  1. AZ
    Avideh Zakhor

    University of California, Berkeley, United States

    2 publications · 67 citations

    2

    h-index

  2. SH
    S. Hein

    University of California, Berkeley, United States

    2 publications · 67 citations

    2

    h-index

  3. GW
    Gregory W. Schwartz

    Northwestern University, United States

    1 publications · 26 citations

    1

    h-index

  4. FM
    Farhad Mehdizadeh

    Islamic Azad University of Tabriz, Iran

    1 publications · 70 citations

    1

    h-index

  5. AG
    Ankit Gupta

    University of Illinois Chicago, United States

    1 publications · 45 citations

    1

    h-index

1–5 of 87

Institutions

51

  1. Princeton University

    Princeton, United States

    2 h-index

    6 publications

    194 citations

  2. University of California, Berkeley

    Berkeley, United States

    2 h-index

    5 publications

    179 citations

  3. University of Maryland, College Park

    College Park, United States

    2 h-index

    5 publications

    276 citations

  4. Oregon Health & Science University

    Portland, United States

    1 h-index

    1 publications

    40 citations

  5. Allen Institute for Brain Science

    Seattle, United States

    1 h-index

    1 publications

    45 citations

  6. Islamic Azad University of Urmia

    Urmia, Iran

    1 h-index

    1 publications

    70 citations

  7. University of Maryland, Baltimore

    Baltimore, United States

    1 h-index

    1 publications

    78 citations

  8. FH Aachen

    Aachen, Germany

    1 h-index

    3 publications

    30 citations

1–8 of 51

Venues

  1. Journal of Neurophysiology

    JN · 3 publications · 164 citations

    3

    h-index

  2. IEEE Transactions on Information Theory

    2 publications · 68 citations

    2

    h-index

  3. IEEE Transactions on Communications

    2 publications · 63 citations

    2

    h-index

  4. arXiv (Cornell University)

    Repository · 2 publications · 83 citations

    2

    h-index

  5. Electronics Letters

    1 publications · 21 citations

    1

    h-index

1–5