Systematic Review of EEG-Based Imagined Speech Classification Methods

被引：0
|
作者：
Alzahrani, Salwa [1 ]
Banjar, Haneen [1 ]
Mirza, Rsha [1 ]
机构：
[1] Department of Computer Science, Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah,21589, Saudi Arabia
来源：
Sensors | 2024年 / 24卷 / 24期
关键词：
D O I：
10.3390/s24248168
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [31] Noninvasive EEG-Based Intelligent Mobile Robots: A Systematic Review
    Li, Hongqi
    Li, Xiaoya
    Millan, Jose del R.
    IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2025, 22 : 6291 - 6315
  • [32] EEG signal classification of imagined speech based on Riemannian distance of correntropy spectral density
    Bakhshali, Mohamad Amin
    Khademi, Morteza
    Ebrahimi-Moghadam, Abbas
    Moghimi, Sahar
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2020, 59
  • [33] Classification of group speech imagined EEG signals based on attention mechanism and deep learning
    Zhou, Yifan
    Zhang, Lingwei
    Zhou, Zhengdong
    Cai, Zhi
    Yuan, Mengyao
    Yuan, Xiaoxi
    Yang, Zeyi
    Zhejiang Daxue Xuebao (Gongxue Ban)/Journal of Zhejiang University (Engineering Science), 2024, 58 (12): : 2540 - 2546
  • [34] Functional Complex Networks Based on Operational Architectonics: Application on EEG-based Brain-computer Interface for Imagined Speech
    Iliopoulos, A. C.
    Papasotiriou, I
    NEUROSCIENCE, 2022, 484 : 98 - 118
  • [35] Bi-directional imagined hand movement classification using low cost EEG-based BCI
    Robinson, Neethu
    Vinod, A. P.
    2015 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC 2015): BIG DATA ANALYTICS FOR HUMAN-CENTRIC SYSTEMS, 2015, : 3134 - 3139
  • [36] Intra-subject class-incremental deep learning approach for EEG-based imagined speech recognition
    Garcia-Salinas, Jesus S.
    Torres-Garcia, Alejandro A.
    Reyes-Garcia, Carlos A.
    Villasenor-Pineda, Luis
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2023, 81
  • [37] A review of classification algorithms for EEG-based brain-computer interfaces
    Lotte, F.
    Congedo, M.
    Lecuyer, A.
    Lamarche, F.
    Arnaldi, B.
    JOURNAL OF NEURAL ENGINEERING, 2007, 4 (02) : R1 - R13
  • [38] EEG Based Classification of Imagined Vowel Sounds
    Iqbal, Sadaf
    Khan, Yusuf Uzzaman
    Farooq, Omar
    2015 2ND INTERNATIONAL CONFERENCE ON COMPUTING FOR SUSTAINABLE GLOBAL DEVELOPMENT (INDIACOM), 2015, : 1591 - 1594
  • [39] Impacts of Cortical Regions on EEG-based Classification of Lexical Tones and Vowels in Spoken Speech
    Li, Mingtao
    Pun, Sio Hang
    Chen, Fei
    2023 45TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY, EMBC, 2023,
  • [40] A systematic review on EEG-based neuromarketing: recent trends and analyzing techniques
    Khondakar, Md. Fazlul Karim
    Sarowar, Md. Hasib
    Chowdhury, Mehdi Hasan
    Majumder, Sumit
    Hossain, Md. Azad
    Dewan, M. Ali Akber
    Hossain, Quazi Delwar
    BRAIN INFORMATICS, 2024, 11 (01)
12345