Concepedia

Electroencephalography Feature Extraction

Electroencephalography Feature Extraction is the process of identifying and isolating discriminative neurophysiological patterns from raw electroencephalographic signals through computational or statistical techniques to facilitate downstream analysis in brain–computer interfacing, cognitive state classification, or neurological disorder diagnosis.

3.9K

Publications

212.7K

Citations

10.3K

Authors

2.7K

Institutions

Publications per year

2017–2026

2.1K

Parents

Publications

3.9K

EEGNet: a compact convolutional neural network for EEG-based brain–computer interfaces

Journal of Neural Engineering · 2018 · 4.2K citations · Full text

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Identifying true brain interaction from EEG data using the imaginary part of coherency

Guido Nolte, Ou Bai, Lewis A. Wheaton et al. · Clinical Neurophysiology · 2004 · 1.8K citations

, , +15

Filter Bank Common Spatial Pattern (FBCSP) in Brain-Computer Interface

Kai Keng Ang, Zheng Yang Chin, Haihong Zhang et al. · 2008 · 1.4K citations

, , +17

ADJUST: An automatic EEG artifact detector based on the joint use of spatial and temporal features

Andrea Mognon, Jorge Jovicich, Lorenzo Bruzzone et al. · Psychophysiology · 2010 · 1.3K citations · Full text

, , +16

Filter Bank Common Spatial Pattern Algorithm on BCI Competition IV Datasets 2a and 2b

Kai Keng Ang, Zheng Yang Chin, Chuanchu Wang et al. · Frontiers in Neuroscience · 2012 · 1.2K citations · Full text

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1–5 of 3.9K

Authors

10.3K

  1. UR
    U. Rajendra Acharya

    Ngee Ann Polytechnic, Singapore

    44 publications · 4.5K citations

    34

    h-index

  2. AC
    Andrzej Cichocki

    RIKEN Center for Brain Science, Japan

    44 publications · 3.4K citations

    33

    h-index

  3. CG
    Cuntai Guan

    Institute for Infocomm Research, Singapore

    42 publications · 6.7K citations

    31

    h-index

  4. SS
    Siuly Siuly

    Victoria University, Australia

    32 publications · 2.2K citations

    27

    h-index

  5. VB
    Varun Bajaj

    Indian Institute of Information Technology Design and Manufacturing Jabalpur, India

    31 publications · 2.4K citations

    26

    h-index

1–5 of 10.3K

Institutions

2.7K

  1. Nanyang Technological University

    Singapore, Singapore

    36 h-index

    145 publications

    9.1K citations

  2. University of Essex

    Colchester, United Kingdom

    33 h-index

    64 publications

    4.5K citations

  3. University of Southern Queensland

    Toowoomba, Australia

    31 h-index

    93 publications

    4.9K citations

  4. Ngee Ann Polytechnic

    Singapore, Singapore

    30 h-index

    58 publications

    8K citations

  5. University of Electronic Science and Technology of China

    Chengdu, China

    30 h-index

    136 publications

    11.5K citations

  6. Tianjin University

    Tianjin, China

    29 h-index

    220 publications

    14.8K citations

  7. Indian Institute of Information Technology Design and Manufacturing Jabalpur

    Jabalpur, India

    29 h-index

    97 publications

    6.2K citations

  8. East China University of Science and Technology

    Shanghai, China

    29 h-index

    141 publications

    11.7K citations

1–8 of 2.7K

Venues

  1. IEEE Transactions on Biomedical Engineering

    82 publications · 14.5K citations

    52

    h-index

  2. 49

    h-index

  3. Journal of Neural Engineering

    118 publications · 10.1K citations

    46

    h-index

  4. IEEE Access

    111 publications · 6.3K citations

    45

    h-index

  5. Biomedical Signal Processing and Control

    98 publications · 5.2K citations

    42

    h-index

1–5