Concepedia

Linear Decoders

Linear Decoder is a neural decoding method that belongs to the class of linear models by estimating target variables through a weighted sum of neural activity patterns, distinguished from nonlinear decoders by its assumption of linear relationships between neural signals and decoded outputs.

64

Publications

3.4K

Citations

182

Authors

116

Institutions

Publications per year

2017–2026

24

Parents

Publications

64

Deep Learning Methods for Improved Decoding of Linear Codes

Eliya Nachmani, Elad Marciano, Loren Lugosch et al. · IEEE Journal of Selected Topics in Signal Processing · 2018 · 561 citations · Full text

, , +16

Transceiver Optimization forMultiuser MIMO Systems

Semih Serbetli, Aylin Yener · IEEE Transactions on Signal Processing · 2004 · 340 citations

, , +17

Extracting kinematic parameters for monkey bipedal walking from cortical neuronal ensemble activity

Nathan Fitzsimmons · Frontiers in Integrative Neuroscience · 2009 · 187 citations · Full text

, , +17

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

1–5 of 64

Authors

182

  1. MH
    Min-Hsiu Hsieh

    University of Technology Sydney, Australia

    3 publications · 105 citations

    3

    h-index

  2. MR
    Manav R. Bhatnagar

    Indian Institute of Technology Delhi, India

    3 publications · 122 citations

    3

    h-index

  3. YB
    Y. Be'ery

    Tel Aviv University, Israel

    3 publications · 677 citations

    3

    h-index

  4. TL
    Ting-Chun Lin

    Taipei Medical University, Taiwan

    3 publications · 105 citations

    3

    h-index

  5. ID
    Irit Dinur

    Weizmann Institute of Science, Israel

    2 publications · 93 citations

    2

    h-index

1–5 of 182

Institutions

116

  1. University of Maryland, College Park

    College Park, United States

    4 h-index

    7 publications

    441 citations

  2. Centre National de la Recherche Scientifique

    Paris, France

    3 h-index

    3 publications

    85 citations

  3. Graz University of Technology

    Graz, Austria

    3 h-index

    8 publications

    290 citations

  4. University of California, Berkeley

    Berkeley, United States

    3 h-index

    7 publications

    313 citations

  5. Indian Institute of Technology Delhi

    New Delhi, India

    3 h-index

    4 publications

    169 citations

  6. Northwestern University

    Evanston, United States

    2 h-index

    7 publications

    188 citations

  7. Courant Institute of Mathematical Sciences

    New York, United States

    2 h-index

    3 publications

    101 citations

  8. Princeton University

    Princeton, United States

    2 h-index

    5 publications

    121 citations

1–8 of 116

Venues

  1. IEEE Transactions on Information Theory

    7 publications · 397 citations

    7

    h-index

  2. Journal of Neurophysiology

    JN · 6 publications · 265 citations

    6

    h-index

  3. IEEE Transactions on Communications

    4 publications · 124 citations

    4

    h-index

  4. Frontiers in Neuroscience

    4 publications · 130 citations

    4

    h-index

  5. arXiv (Cornell University)

    Repository · 4 publications · 80 citations

    4

    h-index

1–5