Yohko MAKI’s research while affiliated with The Graduate University for Advanced Studies, SOKENDAI and other places

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Publications (3)


Time-Varying Causality in Asymmetric Control Mechanisms of Bimanual Coordination
  • Article

July 2009

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13 Reads

NeuroImage

KFK Wong

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PL Purdon

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P Stokes

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[...]

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EN Brown

Asymmetric control mechanisms of bimanual coordination: An application of directed connectivity analysis to kinematic and functional MRI data

November 2008

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137 Reads

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65 Citations

NeuroImage

Mirror-symmetrical bimanual movement is more stable than parallel bimanual movement. This is well established at the kinematic level. We used functional MRI (fMRI) to evaluate the neural substrates of the stability of mirror-symmetrical bimanual movement. Right-handed participants (n=17) rotated disks with their index fingers bimanually, both in mirror-symmetrical and asymmetrical parallel modes. We applied the Akaike causality model to both kinematic and fMRI time-series data. We hypothesized that kinematic stability is represented by the extent of neural "cross-talk": as the fraction of signals that are common to controlling both hands increases, the stability also increases. The standard deviation of the phase difference for the mirror mode was significantly smaller than that for the parallel mode, confirming that the former was more stable. We used the noise-contribution ratio (NCR), which was computed using a multivariate autoregressive model with latent variables, as a direct measure of the cross-talk between both the two hands and the bilateral primary motor cortices (M1s). The mode-by-direction interaction of the NCR was significant in both the kinematic and fMRI data. Furthermore, in both sets of data, the NCR from the right hand (left M1) to the left (right M1) was more prominent than vice versa during the mirror-symmetrical mode, whereas no difference was observed during parallel movement or rest. The asymmetric interhemispheric interaction from the left M1 to the right M1 during symmetric bimanual movement might represent cortical-level cross-talk, which contributes to the stability of symmetric bimanual movements.


Using Noise Contribution Ratio to Study Causality of Multivariate ARMA Model or State Space Model with Non-stationary Variance
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  • Full-text available

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Citations (1)


... This could be explained by a potentially disrupted excitatory and inhibitory balance between both primary motor cortices during bimanual coordination in adult with CP. For instance, during the execution of a symmetric task, the results of an fMRI study suggested that cortical-level neural crosstalk allows for the stabilization of the movement by providing the same information to both hands [28]. This mechanism makes the interactions during symmetric movements more cost-efficient, but adds complexity to the interactions during asymmetric movements [29]. ...

Reference:

Robotic assessment of bilateral and unilateral upper limb functions in adults with cerebral palsy
Asymmetric control mechanisms of bimanual coordination: An application of directed connectivity analysis to kinematic and functional MRI data
  • Citing Article
  • November 2008

NeuroImage