Concepedia

Adaptive Neural Decoding

Adaptive Neural Decoding is a neural decoding framework that dynamically updates its decoding model parameters in response to changes in neural signal properties or behavioral contexts to maintain accurate interpretation of neural activity over time.

19

Publications

1.8K

Citations

60

Authors

36

Institutions

Publications per year

2017–2026

8

Parents

Publications

19

Efficiency and ambiguity in an adaptive neural code

Adrienne L. Fairhall, Geoffrey D. Lewen, William Bialek et al. · Nature · 2001 · 897 citations

, , +11

Combining Decoder Design and Neural Adaptation in Brain-Machine Interfaces

Krishna V. Shenoy, Jose M. Carmena · Neuron · 2014 · 189 citations · Full text

, , +16

Closed-Loop Decoder Adaptation on Intermediate Time-Scales Facilitates Rapid BMI Performance Improvements Independent of Decoder Initialization Conditions

Amy L. Orsborn, Siddharth Dangi, Helene G. Moorman et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 2012 · 171 citations

, , +15

Integrating dynamic stopping, transfer learning and language models in an adaptive zero-training ERP speller

Pieter-Jan Kindermans, Michael Tangermann, Klaus‐Robert Müller et al. · Journal of Neural Engineering · 2014 · 98 citations · Full text

, , +17

Diagonal Acceleration for Covariance Matrix Adaptation Evolution Strategies

Youhei Akimoto, Nikolaus Hansen · Evolutionary Computation · 2019 · 59 citations · Full text

, , +10

1–5 of 19

Authors

60

  1. JM
    Jose M. Carmena

    University of California, Berkeley, United States

    3 publications · 399 citations

    3

    h-index

  2. AD
    Adrià de Gispert

    University of Cambridge, United Kingdom

    2 publications · 36 citations

    2

    h-index

  3. BB
    Bill Byrne

    University of Cambridge, United Kingdom

    2 publications · 36 citations

    2

    h-index

  4. KV
    Krishna V. Shenoy

    Stanford University, United States

    2 publications · 223 citations

    2

    h-index

  5. JP
    John P. Donoghue

    Brown University, United States

    2 publications · 45 citations

    2

    h-index

1–5 of 60

Institutions

36

  1. University of California, Berkeley

    Berkeley, United States

    4 h-index

    11 publications

    1.1K citations

  2. Stanford University

    Stanford, United States

    3 h-index

    5 publications

    345 citations

  3. Brown University

    Providence, United States

    2 h-index

    8 publications

    169 citations

  4. University of Cambridge

    Cambridge, United Kingdom

    2 h-index

    6 publications

    108 citations

  5. University of Tsukuba

    Tsukuba, Japan

    1 h-index

    1 publications

    59 citations

  6. University of California, Santa Cruz

    Santa Cruz, United States

    1 h-index

    1 publications

    54 citations

  7. École Polytechnique

    Palaiseau, France

    1 h-index

    1 publications

    59 citations

  8. Commissariat à l'Énergie Atomique et aux Énergies Alternatives

    Paris, France

    1 h-index

    1 publications

    39 citations

1–8 of 36

Venues

  1. Journal of Neural Engineering

    2 publications · 126 citations

    2

    h-index

  2. Apollo (University of Cambridge)

    Repository · 1 publications · 20 citations

    1

    h-index

  3. Cognitive Neurodynamics

    1 publications · 23 citations

    1

    h-index

  4. Journal of Neuroscience

    1 publications · 50 citations

    1

    h-index

  5. arXiv (Cornell University)

    Repository · 1 publications · 13 citations

    1

    h-index

1–5