Enhancing security in brain–computer interface applications with deep learning: Electroencephalogram-based user identification

被引：1
|
作者：
Seyfizadeh, Ali [1 ]
Peach, Robert L. [2 ,3 ]
Tovote, Philip [4 ]
Isaias, Ioannis U. [2 ,5 ]
Volkmann, Jens [2 ]
Muthuraman, Muthuraman [1 ]
机构：
[1] Neural Engineering with Signal Analytics and Artificial Intelligence, Department of Neurology, University Hospital Würzburg, Würzburg,97080, Germany
[2] Department of Neurology, University Hospital Würzburg, Würzburg, Germany
[3] Department of Brain Sciences, Imperial College London, London, United Kingdom
[4] Defense Circuits Lab, Institute of Clinical Neurobiology, University Hospital Würzburg, Würzburg, Germany
[5] Centro Parkinson e Parkinsonismi, ASST G. Pini-CTO, Milano, Italy
来源：
Expert Systems with Applications | 2024年 / 253卷
关键词：
All Open Access; Hybrid Gold;
D O I：
10.1016/j.eswa.2024.124218
中图分类号：
学科分类号：
摘要：
Wavelet transforms
引用
收藏
相关论文
共 50 条
  • [1] DEVELOPMENT OF AN ELECTROENCEPHALOGRAM-BASED BRAIN-COMPUTER INTERFACE
    WOLPAW, JR
    MCFARLAND, DJ
    NEAT, GW
    FORNERIS, CA
    [J]. ANNALS OF NEUROLOGY, 1990, 28 (02) : 250 - 251
  • [2] Electroencephalogram-Based Subject Matching Learning (ESML): A Deep Learning Framework on Electroencephalogram-Based Biometrics and Task Identification
    Xu, Jin
    Zhou, Erqiang
    Qin, Zhen
    Bi, Ting
    Qin, Zhiguang
    [J]. BEHAVIORAL SCIENCES, 2023, 13 (09)
  • [3] Answering questions with an electroencephalogram-based brain-computer interface
    Miner, LA
    McFarland, DJ
    Wolpaw, JR
    [J]. ARCHIVES OF PHYSICAL MEDICINE AND REHABILITATION, 1998, 79 (09): : 1029 - 1033
  • [4] Electroencephalogram-based brain-computer interface for the Chinese spelling system: a survey
    Shi, Ming-hui
    Zhou, Chang-le
    Xie, Jun
    Li, Shao-zi
    Hong, Qing-yang
    Jiang, Min
    Chao, Fei
    Ren, Wei-feng
    Liu, Xiang-qian
    Zhou, Da-jun
    Yang, Tian-yu
    [J]. FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING, 2018, 19 (03) : 423 - 436
  • [5] Electroencephalogram-based brain-computer interface for the Chinese spelling system: a survey
    Ming-hui Shi
    Chang-le Zhou
    Jun Xie
    Shao-zi Li
    Qing-yang Hong
    Min Jiang
    Fei Chao
    Wei-feng Ren
    Xiang-qian Liu
    Da-jun Zhou
    Tian-yu Yang
    [J]. Frontiers of Information Technology & Electronic Engineering, 2018, 19 : 423 - 436
  • [6] Electroencephalogram-Based User Authentication System for Bank Vault Security
    Alipio, Melchizedek, I
    [J]. 2021 IEEE INTERNATIONAL CONFERENCE ON INTERNET OF THINGS AND INTELLIGENCE SYSTEMS (IOTAIS), 2021, : 129 - 135
  • [7] Neurofeedback Training With an Electroencephalogram-Based Brain-Computer Interface Enhances Emotion Regulation
    Huang, Weichen
    Wu, Wei
    Lucas, Molly V.
    Huang, Haiyun
    Wen, Zhenfu
    Li, Yuanqing
    [J]. IEEE TRANSACTIONS ON AFFECTIVE COMPUTING, 2023, 14 (02) : 998 - 1011
  • [8] Extracting Phase Space Morphological Features for Electroencephalogram-Based Brain-Computer Interface
    Sayed, Khaled
    Kamel, Mahmoud
    Alhaddad, Mohammed
    Malibary, Hussein M.
    Kadah, Yasser M.
    [J]. JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS, 2017, 7 (04) : 771 - 774
  • [9] Construction of an electroencephalogram-based brain-computer interface using an artificial neural network
    Liu, XC
    Hibino, S
    Hanai, T
    Imanishi, T
    Shirataki, T
    Ogawa, T
    Honda, H
    Kobayashi, T
    [J]. IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2003, E86D (09) : 1879 - 1886
  • [10] Electroencephalogram-based adaptive closed-loop brain-computer interface in neurorehabilitation: a review
    Jin, Wenjie
    Zhu, XinXin
    Qian, Lifeng
    Wu, Cunshu
    Yang, Fan
    Zhan, Daowei
    Kang, Zhaoyin
    Luo, Kaitao
    Meng, Dianhuai
    Xu, Guangxu
    [J]. Frontiers in Computational Neuroscience, 2024, 18
12345