Modulation of event-related desynchronization during kinematic and kinetic hand movements

被引:82
|
作者
Nakayashiki, Kosei [1 ]
Saeki, Midori [1 ]
Takata, Yohei [2 ]
Hayashi, Yoshikatsu [3 ]
Kondo, Toshiyuki [1 ]
机构
[1] Tokyo Univ Agr & Technol, Dept Comp & Informat Sci, Koganei, Tokyo 1848588, Japan
[2] Hamamatsu Photon KK Branch 5000, Hamamatsu, Shizuoka, Japan
[3] Univ Reading, Sch Syst Engn, Brain Embodiment Lab, Reading RG6 6AY, Berks, England
来源
JOURNAL OF NEUROENGINEERING AND REHABILITATION | 2014年 / 11卷
关键词
BCI; EEG; ERD; Grasping; (DE)SYNCHRONIZATION ERD/ERS; COMMUNICATION; STROKE; FORCE;
D O I
10.1186/1743-0003-11-90
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Background: Event-related desynchronization/synchronization (ERD/ERS) is a relative power decrease/increase of electroencephalogram (EEG) in a specific frequency band during physical motor execution and mental motor imagery, thus it is widely used for the brain-computer interface (BCI) purpose. However what the ERD really reflects and its frequency band specific role have not been agreed and are under investigation. Understanding the underlying mechanism which causes a significant ERD would be crucial to improve the reliability of the ERD-based BCI. We systematically investigated the relationship between conditions of actual repetitive hand movements and resulting ERD. Methods: Eleven healthy young participants were asked to close/open their right hand repetitively at three different speeds (Hold, 1/3 Hz, and 1 Hz) and four distinct motor loads (0, 2, 10, and 15 kgf). In each condition, participants repeated 20 experimental trials, each of which consisted of rest (8-10 s), preparation (1 s) and task (6 s) periods. Under the Hold condition, participants were instructed to keep clenching their hand (i.e., isometric contraction) during the task period. Throughout the experiment, EEG signals were recorded from left and right motor areas for offline data analysis. We obtained time courses of EEG power spectrum to discuss the modulation of mu and beta-ERD/ERS due to the task conditions. Results: We confirmed salient mu-ERD (8-13 Hz) and slightly weak beta-ERD (14-30 Hz) on both hemispheres during repetitive hand grasping movements. According to a 3 x 4 ANOVA (speed x motor load), both mu and beta-ERD during the task period were significantly weakened under the Hold condition, whereas no significant difference in the kinetics levels and interaction effect was observed. Conclusions: This study investigates the effect of changes in kinematics and kinetics on resulting ERD during repetitive hand grasping movements. The experimental results suggest that the strength of ERD may reflect the time differentiation of hand postures in motor planning process or the variation of proprioception resulting from hand movements, rather than the motor command generated in the down stream, which recruits a group of motor neurons.
引用
收藏
页数:9
相关论文
共 50 条
  • [31] Event-Related Desynchronization Induced by Tactile Imagery: an EEG Study
    Yakovlev, Lev
    Syrov, Nikolay
    Miroshnikov, Andrei
    Lebedev, Mikhail
    Kaplan, Alexander
    ENEURO, 2023, 10 (06)
  • [32] Event-related desynchronization and synchronization in evoked K-complexes
    Zygierewicz, Jaroslaw
    Malinowska, Urszula
    Suffczynski, Piotr
    Piotrowski, Tadeusz
    Durka, Piotr J.
    ACTA NEUROBIOLOGIAE EXPERIMENTALIS, 2009, 69 (02) : 254 - 261
  • [33] Estimation of the spatiotemporal structure of event-related desynchronization and synchronization in magnetoencephalography
    Zygierewicz, J.
    Sieluzycki, C.
    Zacharias, N.
    Suffczynski, P.
    Kordowski, P.
    Scheich, H.
    Durka, P. J.
    Koenig, R.
    JOURNAL OF NEUROSCIENCE METHODS, 2012, 205 (01) : 148 - 158
  • [34] Event-related Desynchronization of frontal-midline θ rhythm during preconscious auditory oddball processing
    Kawamata, Masaru
    Kirino, Eiji
    Inoue, Reiichi
    Arai, Heii
    CLINICAL EEG AND NEUROSCIENCE, 2007, 38 (04) : 193 - 202
  • [35] Differential Beta-Band Event-Related Desynchronization during Categorical Action Sequence Planning
    Park, Hame
    Kim, June Sic
    Chung, Chun Kee
    PLOS ONE, 2013, 8 (03):
  • [36] Importance of baseline in event-related desynchronization during a combination task of motor imagery and motor observation
    Tangwiriyasakul, Chayanin
    Verhagen, Rens
    van Putten, Michel J. A. M.
    Rutten, Wim L. C.
    JOURNAL OF NEURAL ENGINEERING, 2013, 10 (02)
  • [37] Event-related synchronization and desynchronization of EEG during emotional arousal in humans: Temporal and topographic aspects
    Aftanas, LI
    Reva, NV
    Varlamov, AA
    Pavlov, SV
    Makhnev, VP
    ZHURNAL VYSSHEI NERVNOI DEYATELNOSTI IMENI I P PAVLOVA, 2003, 53 (04) : 485 - 494
  • [38] Event-Related Desynchronization of EEG Sensorimotor Rhythms in Hemiparesis Post-Stroke Patients
    Medvedeva, A. S.
    Syrov, N. V.
    Yakovlev, L. V.
    Alieva, Ya. A.
    Petrova, D. A.
    Ivanova, G. E.
    Lebedev, M. A.
    Kaplan, A. Ya.
    JOURNAL OF EVOLUTIONARY BIOCHEMISTRY AND PHYSIOLOGY, 2024, 60 (05) : 2058 - 2071
  • [39] Prediction of isometric handgrip force from graded event-related desynchronization of the sensorimotor rhythm
    Haddix, Chase
    Al-Bakri, Amir F.
    Sunderam, Sridhar
    JOURNAL OF NEURAL ENGINEERING, 2021, 18 (05)
  • [40] Event-related desynchronization during movement attempt and execution in severely paralyzed stroke patients: An artifact removal relevance analysis
    Lopez-Larraz, Eduardo
    Figueiredo, Thiago C.
    Insausti-Delgado, Ainhoa
    Ziemann, Ulf
    Birbaumer, Niels
    Ramos-Murguialday, Ander
    NEUROIMAGE-CLINICAL, 2018, 20 : 972 - 986