Concepedia

Neural Feature Extraction

Neural Feature Extraction is a computational process within neural decoding that identifies and isolates biologically meaningful patterns or representations from raw neural signals by applying signal processing or machine learning techniques to transform high-dimensional neurophysiological data into lower-dimensional, interpretable features.

458

Publications

24.6K

Citations

1.8K

Authors

750

Institutions

Publications per year

2017–2026

264

Parents

Publications

458

Adaptive pattern classification and universal recoding: I. Parallel development and coding of neural feature detectors

Stephen Grossberg · Biological Cybernetics · 1976 · 1.9K citations

, , +17

NeuroKit2: A Python toolbox for neurophysiological signal processing

Dominique Makowski, Tam Pham, Zen Juen Lau et al. · Behavior Research Methods · 2021 · 1.3K citations · Full text

, , +14

Hand classification of fMRI ICA noise components

Ludovica Griffanti, Gwenaëlle Douaud, Janine Bijsterbosch et al. · NeuroImage · 2016 · 630 citations · Full text

, , +17

SpinNet: Learning a General Surface Descriptor for 3D Point Cloud Registration

Sheng Ao, Qingyong Hu, Bo Yang et al. · 2021 · 367 citations

, , +16

LSTM-Based EEG Classification in Motor Imagery Tasks

Ping Wang, Aimin Jiang, Xiaofeng Liu et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 2018 · 365 citations

, , +17

1–5 of 458

Authors

1.8K

  1. MZ
    Milin Zhang

    Tsinghua University, China

    4 publications · 212 citations

    4

    h-index

  2. XL
    Xilin Liu

    University of Pennsylvania, United States

    4 publications · 212 citations

    4

    h-index

  3. TH
    Timothy H. Lucas

    University of Pennsylvania, United States

    4 publications · 212 citations

    4

    h-index

  4. MK
    Martin Karafiát

    Brno University of Technology, Czechia

    4 publications · 95 citations

    4

    h-index

  5. AG
    Andrew G. Richardson

    University of Pennsylvania, United States

    4 publications · 212 citations

    4

    h-index

1–5 of 1.8K

Institutions

750

  1. University of Oxford

    Oxford, United Kingdom

    8 h-index

    28 publications

    8.1K citations

  2. University College London

    London, United Kingdom

    7 h-index

    15 publications

    516 citations

  3. University of Pennsylvania

    Philadelphia, United States

    6 h-index

    23 publications

    1.1K citations

  4. University of Science and Technology Beijing

    Beijing, China

    6 h-index

    10 publications

    279 citations

  5. South China University of Technology

    Guangzhou, China

    6 h-index

    19 publications

    732 citations

  6. Chinese Academy of Sciences

    Beijing, China

    6 h-index

    20 publications

    746 citations

  7. Tsinghua University

    Beijing, China

    6 h-index

    20 publications

    1K citations

  8. University of California, Los Angeles

    Los Angeles, United States

    5 h-index

    14 publications

    1.2K citations

1–8 of 750

Venues

  1. IEEE Access

    14 publications · 548 citations

    12

    h-index

  2. NeuroImage

    11 publications · 1.2K citations

    11

    h-index

  3. 11

    h-index

  4. Journal of Neural Engineering

    11 publications · 475 citations

    11

    h-index

  5. Frontiers in Neuroscience

    9 publications · 520 citations

    9

    h-index

1–5