Feature Extraction of EEG Signals by Group Sparse on Channel and Frequency in Motor Imagery BCI

被引:0
|
作者
Xie, Hongnan [1 ]
Xie, Xiaofeng [1 ]
Tang, Rongnian [1 ]
Xiao, Songyuan [1 ]
Hou, Yao [1 ]
Zeng, Wenqian [2 ]
机构
[1] Hainan University, The Mech. and Electr End. Coll, Haikou, China
[2] Hainan Association for Artificial Intelligence, Haikou, China
关键词
Compendex;
D O I
暂无
中图分类号
学科分类号
摘要
Brain computer interface
引用
收藏
相关论文
共 50 条
  • [1] Unsupervised feature extraction with autoencoders for EEG based multiclass motor imagery BCI
    Phadikar, Souvik
    Sinha, Nidul
    Ghosh, Rajdeep
    EXPERT SYSTEMS WITH APPLICATIONS, 2023, 213
  • [2] Research on Algorithm for Feature Extraction and Classification of Motor Imagery EEG Signals
    Tian, Juan
    Zhang, Zhaochen
    2016 INTERNATIONAL CONFERENCE ON MEDICINE SCIENCES AND BIOENGINEERING (ICMSB2016), 2017, 8
  • [3] Feature extraction of EEG signals during right and left motor imagery
    Inoue, K
    Mori, D
    Sugioka, K
    Pfurtscheller, G
    Kumamaru, K
    SICE 2004 ANNUAL CONFERENCE, VOLS 1-3, 2004, : 2183 - 2187
  • [4] Feature Extraction and Selection Methods for Motor Imagery EEG Signals : A Review
    Wankar, Rijuta, V
    Shah, Payal
    Sutar, Rajendra
    PROCEEDINGS OF 2017 INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND CONTROL (I2C2), 2017,
  • [5] Feature extraction of motor imagery in BCI with approximate entropy
    Fang, Yonghui
    Chen, Minyou
    Zheng, Xufei
    Harrison, Robert F
    Journal of Computational Information Systems, 2012, 8 (06): : 2485 - 2491
  • [6] Round Cosine Transform Based Feature Extraction of Motor Imagery EEG Signals
    Braga, R. B.
    Lopes, C. D.
    Becker, T.
    WORLD CONGRESS ON MEDICAL PHYSICS AND BIOMEDICAL ENGINEERING 2018, VOL 2, 2019, 68 (02): : 511 - 515
  • [7] Distance-based weighted sparse representation to classify motor imagery EEG signals for BCI applications
    S. R. Sreeja
    Debasis Himanshu
    Multimedia Tools and Applications, 2020, 79 : 13775 - 13793
  • [8] Adaptive feature extraction in EEG-based motor imagery BCI: tracking mental fatigue
    Talukdar, Upasana
    Hazarika, Shyamanta M.
    Gan, John Q.
    JOURNAL OF NEURAL ENGINEERING, 2020, 17 (01)
  • [9] A data driven Information theoretic feature extraction in EEG-based Motor Imagery BCI
    Lee, Ji-Hack
    Choi, Young-Seok
    2019 10TH INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY CONVERGENCE (ICTC): ICT CONVERGENCE LEADING THE AUTONOMOUS FUTURE, 2019, : 1373 - 1376
  • [10] A feature extraction technique of EEG based on EMD-BP for motor imagery classification in BCI
    Trad, Dalila
    Al-ani, Tarik
    Jemni, Mohamed
    2015 5TH INTERNATIONAL CONFERENCE ON INFORMATION & COMMUNICATION TECHNOLOGY AND ACCESSIBILITY (ICTA), 2015,