首页> 外文会议>Conference on the Computation of Magnetic Fields(COMPUMAG 2003) vol.1; 20030713-17; Saratoga Springs,NY(US) >Spatiotemporal Source Imaging of Brain Magnetic Fields Associated with Short-term Memory by Linear and Nonlinear Optimization Methods
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Spatiotemporal Source Imaging of Brain Magnetic Fields Associated with Short-term Memory by Linear and Nonlinear Optimization Methods

机译:线性和非线性优化方法与短期记忆相关的脑磁场的时空源成像

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摘要

In biomagnetic inverse problem, it is important to select optimal method, especially in the case of estimating internal electrical sources for higher functions with poor information about their source profile. In this study, internal sources of brain magnetic fields associated with short-term memory processes were estimated by (1) nonlinear parameter optimization method using multi dipole model, and (2) linear optimization method using L1 minimum norm estimation (L1-MNE) technique. Both methods showed internal sources in the inferior part of the occipital lobe, the supramarginal gyrns and the angular gyrus, and the inferior frontal gyrus. This result indicate the reliability and availability of these methods for brain magnetic data associated with higher brain function.
机译:在生物磁逆问题中,选择最佳方法非常重要,尤其是在估算内部电源以获取功能较高的信息(关于其源曲线的信息很差)的情况下。在这项研究中,与短期记忆过程相关的脑磁场的内部来源是通过(1)使用多偶极子模型的非线性参数优化方法和(2)使用L1最小范数估计(L1-MNE)技术的线性优化方法来估计的。两种方法均显示了枕叶下部,上颌回和角状回以及额额下回的内部来源。该结果表明这些方法用于与更高的脑功能相关的脑磁数据的可靠性和可用性。

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