title: Dimensional complexity of neuromagnetic activity reduced during finger movement of greater difficulty.
abstract: OBJECTIVE
  We investigated the variation in dimensionality (D2) of neuromagnetic activity over the primary sensorimotor cortex (SM1) in healthy adults performing motor tasks of different difficulty.
  
  
  METHODS
  Magnetoencephalography (MEG) was used to record neuromagnetic activity during self-paced, brisk unimanual finger extension at a rate of 1 and 2 Hz using the index finger of the dominant and non-dominant hands in 16 healthy subjects. Motor task difficulty was rated by the relative difference in time measurement between 1 and 2 Hz finger movements of both hands. The relative difference in dimensionality of SM1 activity was calculated by subtracting the D2 value in 2 Hz movement from that in 1 Hz one within subjects.
  
  
  RESULTS
  Simple regression analyses show a significantly negative relationship between the relative dimensional complexity and the relative motor task difficulty in the contralateral SM1 for the left- (p<0.05), but not the right- (p=0.447) hand movement.
  
  
  CONCLUSIONS
  The present data suggest that a motor task of greater difficulty may engender a reduction of simultaneously active quasi-independent neuronal generators in the contralateral SM1 underpinned by stronger neuronal connectivity of a relatively low dimensionality.
  
  
  CONCLUSIONS
  The decrease in dimensional complexity of MEG activity associated with a motor task of greater difficulty gives new insights to motor control strategy.
authors.affiliation: Institute of Neuroscience, School of Life Science, National Yang-Ming University, Taipei, Taiwan.
authors.forename: Yu-Zu
authors.initials: YZ
authors.lastname: Wu
authors.forename: Ting-Hui
authors.initials: TH
authors.lastname: Yang
authors.forename: Yung-Yang
authors.initials: YY
authors.lastname: Lin
authors.forename: Shyan-Shiou
authors.initials: SS
authors.lastname: Chen
authors.forename: Kwong-Kum
authors.initials: KK
authors.lastname: Liao
authors.forename: Li-Fen
authors.initials: LF
authors.lastname: Chen
authors.forename: Tzu-Chen
authors.initials: TC
authors.lastname: Yeh
authors.forename: Yu-Te
authors.initials: YT
authors.lastname: Wu
authors.forename: Low-Tone
authors.initials: LT
authors.lastname: Ho
authors.forename: Jen-Chuen
authors.initials: JC
authors.lastname: Hsieh
mesh_terms: D000328:Adult; D000465:Algorithms; D003627:Data Interpretation, Statistical; D005260:Female; D005385:Fingers / Q000294:innervation / Q000502:physiology*; D007839:Functional Laterality / Q000502:physiology; D006801:Humans; D015225:Magnetoencephalography; D008297:Male; D009044:Motor Cortex / Q000503:physiopathology*; D009048:Motor Skills / Q000502:physiology; D009068:Movement / Q000502:physiology*; D013003:Somatosensory Cortex / Q000503:physiopathology*