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引用次数: 0

摘要

探索了合适的空间滤波器用于头皮脑电图皮层电位成像的逆估计。通过计算机模拟和实验研究验证了将信噪协方差纳入逆过程的效果。将参数维纳滤波(PWF)应用于不同信噪条件下的非均匀三球水头模型。我们还研究了PWF中信号协方差的估计方法。仿真结果表明,采用改进矩阵变换方法的PWF具有更好的性能。将所提出的方法应用于自定节奏运动相关电位,以确定真实头部模型中神经发生器的解剖基底位置。所提出的方法表明,对侧运动前皮层在运动表现方面处于优势激活状态。
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Cortical potential imaging of movement-related potentials using parametric Wiener filter in realistic-shaped head model.

Suitable spatial filters were explored for inverse estimation of cortical potential imaging from the scalp electroencephalogram. The effects of incorporating signal and noise covariance into inverse procedures were examined by computer simulations and experimental study. The parametric Wiener filter (PWF) was applied to an inhomogeneous three-sphere head model under various signal and noise conditions. We also examined estimation methods for the signal covariance in PWF. The present simulation results suggest that the PWF with modified matrix transformation method has better performance. The proposed methods were applied to self-paced movement-related potentials In order to identify the anatomic substrate locations of neural generators in realistic head model. The proposed methods demonstrated that the contralateral premotor cortex was preponderantly activated In relation to movement performance.

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