EEG Spectral Generators Involved in Motor Imagery: A swLORETA Study

被引:30
|
作者
Cebolla, Ana-Maria [1 ]
Palmero-Soler, Ernesto [1 ]
Leroy, Axelle [1 ]
Cheron, Guy [1 ,2 ]
机构
[1] Univ Libre Bruxelles, Neurosci Inst, Lab Neurophysiol & Movement Biomech, Brussels, Belgium
[2] Univ Mons, Lab Electrophysiol, Mons, Belgium
来源
FRONTIERS IN PSYCHOLOGY | 2017年 / 8卷
关键词
EEG; swLORETA; motor-imagery; time-frequency; ERSP; ITC; DIRECT-CURRENT STIMULATION; BRAIN-COMPUTER INTERFACE; SPINAL-CORD-INJURY; CEREBELLAR CORTEX; PHASE SYNCHRONIZATION; SOURCE LOCALIZATION; MACHINE INTERFACES; VISUAL-PERCEPTION; PREFRONTAL CORTEX; MOVEMENT IMAGERY;
D O I
10.3389/fpsyg.2017.02133
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
In order to characterize the neural generators of the brain oscillations related to motor imagery (MI), we investigated the cortical, subcortical, and cerebellar localizations of their respective electroencephalogram (EEG) spectral power and phase locking modulations. The MI task consisted in throwing a ball with the dominant upper limb while in a standing posture, within an ecological virtual reality (VR) environment (tennis court). The MI was triggered by the visual cues common to the control condition, during which the participant remained mentally passive. As previously developed, our paradigm considers the confounding problem that the reference condition allows two complementary analyses: one which uses the baseline before the occurrence of the visual cues in the MI and control resting conditions respectively; and the other which compares the analog periods between the MI and the control resting-state conditions. We demonstrate that MI activates specific, complex brain networks for the power and phase modulations of the EEG oscillations. An early (225 ms) delta phase-locking related to MI was generated in the thalamus and cerebellum and was followed (480 ms) by phase-locking in theta and alpha oscillations, generated in specific cortical areas and the cerebellum. Phase-locking preceded the power modulations (mainly alpha-beta ERD), whose cortical generators were situated in the frontal BA45, BA11, BA10, central BA6, lateral BA13, and posterior cortex BA2. Cerebellar-thalamic involvement through phase-locking is discussed as an underlying mechanism for recruiting at later stages the cortical areas involved in a cognitive role during MI.
引用
收藏
页数:16
相关论文
共 50 条
  • [31] Connectivity Pattern Modeling of Motor Imagery EEG
    Li, Xinyang
    Ong, Sim-Heng
    Pan, Yaozhang
    Ang, Kai Keng
    2013 IEEE SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE, COGNITIVE ALGORITHMS, MIND, AND BRAIN (CCMB), 2013, : 94 - 100
  • [32] A comparative study of motor imagery based BCI classifiers on EEG and iEEG data
    Nagabushan, Naresh
    Fisher, Taber
    Malaty, Giovanni
    Witcher, Mark
    Vijayan, Sujith
    2019 7TH IEEE GLOBAL CONFERENCE ON SIGNAL AND INFORMATION PROCESSING (IEEE GLOBALSIP), 2019,
  • [33] TYPES OF IMAGERY AND IMAGERY TYPES - EEG STUDY
    GALE, A
    LUCAS, B
    RICHARDSON, A
    MORRIS, PE
    BRITISH JOURNAL OF PSYCHOLOGY, 1972, 63 (NOV) : 523 - +
  • [34] The Impact of Context on EEG Motor Imagery Neurofeedback and Related Motor Domains
    Daeglau, Mareike
    Zich, Catharina
    Kranczioch, Cornelia
    CURRENT BEHAVIORAL NEUROSCIENCE REPORTS, 2021, 8 (03) : 90 - 101
  • [35] The Impact of Context on EEG Motor Imagery Neurofeedback and Related Motor Domains
    Mareike Daeglau
    Catharina Zich
    Cornelia Kranczioch
    Current Behavioral Neuroscience Reports, 2021, 8 : 90 - 101
  • [36] Detecting Motor Imagery Movement from EEG Signal
    Azmee, Abm Adnan
    Murikipudi, Manohar
    Khan, Md Abdullah Al Hafiz
    PROCEEDINGS OF THE 2023 ACM SOUTHEAST CONFERENCE, ACMSE 2023, 2023, : 89 - 95
  • [37] Feature Combination and Correlation Analysis for Motor Imagery EEG
    Li, Mingai
    Xu, Jinfeng
    Luo, Xinyong
    PROCEEDINGS OF THE 2016 INTERNATIONAL FORUM ON MANAGEMENT, EDUCATION AND INFORMATION TECHNOLOGY APPLICATION, 2016, 47 : 717 - 721
  • [38] Motor Imagery EEG Recognition Based on FBCSP and PCA
    Yang, Banghua
    Tang, Jianzhen
    Guan, Cuntai
    Li, Bo
    ADVANCES IN BRAIN INSPIRED COGNITIVE SYSTEMS, BICS 2018, 2018, 10989 : 195 - 205
  • [39] Analysis of EEG Channel Coupling for Motor Imagery Applications
    Pasarica, Alexandru
    Eva, Oana Diana
    Tarniceriu, Daniela
    2017 INTERNATIONAL SYMPOSIUM ON SIGNALS, CIRCUITS AND SYSTEMS (ISSCS), 2017,
  • [40] Pattern recognition of EEG signals during motor imagery
    Nagata, Koichi
    Mihara, Makoto
    Yamagutchi, Tomonari
    Taniguchi, Miyo
    Inoue, Katsuhiro
    Pfurtscheller, Gert
    Kumamaru, Kousuke
    2006 SICE-ICASE INTERNATIONAL JOINT CONFERENCE, VOLS 1-13, 2006, : 3285 - +