Decoding selective auditory attention with EEG using a transformer model (vol 204, pg 410, 2022)

被引:0
|
作者
Xu, Zihao [1 ,2 ]
Bai, Yanru [1 ,2 ]
Zhao, Ran [1 ,2 ]
Hu, Hongmei [3 ,4 ]
Ni, Guangjian [1 ,2 ,5 ]
Ming, Dong [1 ,2 ,5 ]
机构
[1] Tianjin Univ, Acad Med Engn & Translat Med, Tianjin 300072, Peoples R China
[2] Tianjin Key Lab Brain Sci & Neuroengn, Tianjin 300072, Peoples R China
[3] Carl von Ossietzky Univ Oldenburg, Med Phys, Kupkersweg 74, D-26129 Oldenburg, Germany
[4] Cluster Excellence Hearing4all, Kupkersweg 74, D-26129 Oldenburg, Germany
[5] Tianjin Univ, Coll Precis Instruments & Optoelect Engn, Dept Biomed Engn, Tianjin 300072, Peoples R China
关键词
D O I
10.1016/j.ymeth.2022.07.008
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
引用
收藏
页码:157 / 157
页数:1
相关论文
共 50 条
  • [1] Decoding selective auditory attention with EEG using a transformer model
    Xua, Zihao
    Bai, Yanru
    Zhao, Ran
    Hu, Hongmei
    Ni, Guangjian
    Minga, Dong
    METHODS, 2022, 204 : 410 - 417
  • [2] Transformer-Based Model for Auditory EEG Decoding
    Chen, Jiaxin
    Liu, Yin-Long
    Feng, Rui
    Yuan, Jiahong
    Ling, Zhen-Hua
    MAN-MACHINE SPEECH COMMUNICATION, NCMMSC 2024, 2025, 2312 : 129 - 143
  • [4] Decoding auditory attention from EEG using a convolutional neural network
    An, Winko W.
    Pei, Alexander
    Noyce, Abigail L.
    Shinn-Cunningham, Barbara
    2021 43RD ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY (EMBC), 2021, : 6586 - 6589
  • [5] DECODING AUDITORY ATTENTION FROM EEG DATA USING CEPSTRAL ANALYSIS
    Alickovic, Emina
    Mendoza, Carlos Francisco
    Segar, Andrew
    Sandsten, Maria
    Skoglund, Martin A.
    2023 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING WORKSHOPS, ICASSPW, 2023,
  • [6] Auditory Attention Decoding from EEG using Convolutional Recurrent Neural Network
    Fu, Zhen
    Wang, Bo
    Wu, Xihong
    Chen, Jing
    29TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO 2021), 2021, : 970 - 974
  • [7] AUDITORY ATTENTION DECODING WITH EEG RECORDINGS USING NOISY ACOUSTIC REFERENCE SIGNALS
    Aroudi, Ali
    Mirkovic, Bojana
    De Vos, Maarten
    Doclo, Simon
    2016 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING PROCEEDINGS, 2016, : 694 - 698
  • [8] RIEMANNIAN GEOMETRY-BASED DECODING OF THE DIRECTIONAL FOCUS OF AUDITORY ATTENTION USING EEG
    Geirnaert, Simon
    Francart, Tom
    Bertrand, Alexander
    2021 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP 2021), 2021, : 1115 - 1119
  • [9] EEG-BASED AUDITORY ATTENTION DECODING USING STEERABLE BINAURAL SUPERDIRECTIVE BEAMFORMER
    Aroudi, Ali
    Marquardt, Daniel
    Doclo, Simon
    2018 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2018, : 851 - 855
  • [10] Decoding auditory attention to instruments in polyphonic music using single-trial EEG classification
    Treder, M. S.
    Purwins, H.
    Miklody, D.
    Sturm, I.
    Blankertz, B.
    JOURNAL OF NEURAL ENGINEERING, 2014, 11 (02)