在随机神经场的重建跨光谱中对二次混合效应的表征
1Department of Mathematics, Faculty of Science, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands. r.hindriks@vu.nl.
Brain topography
|March 13, 2024
概括
这项研究调查了电脑学 (EEG) 和磁脑学 (MEG) 功能连接性分析中的错误阳性. 我们揭示了由滞后源引起的二级混合如何创建虚假交互,影响连接性评估.
科学领域:
- 神经科学是一个神经科学.
- 计算神经科学是一种神经科学.
- 信号处理 信号处理
背景情况:
- 在EEG/MEG中的功能连接分析通常使用对瞬间源混合不敏感的措施.
- 然而,这些措施容易导致二级混合 (滞后来源) 的错误阳性.
- 这种混合可以导致连接性评估中的许多不准确的正面相互作用.
研究的目的:
- 调查一级和二级混合对重建源活动中的跨光谱的影响.
- 为了将混合效应与用于源重建的分辨率运算符的属性联系起来.
- 描述影响二级混合的配置,并了解权衡.
主要方法:
- 衍生身份,将混合效应与测量和源配置联系起来.
- 分析了分辨率运算符的特性及其对信号混合的影响.
- 利用拉格朗奇的身份交叉交谈函数来分析混合的权衡.
主要成果:
- 识别了最大化/最小化二阶混合的配置 (当测量位置距离远,来源一致时最大化).
- 描述了测量位置附近的二次混合效应,使用点分布函数的局部几何.
- 通过通用交叉产品,通过一级和二级混合量之间建立了权衡.
结论:
- 第二级混合对EEG/MEG中准确的功能连接性估计构成重大挑战.
- 了解混合效应及其几何性质对于开发更可靠的连接措施至关重要.
- 该研究提供了一个理论框架,用于减轻神经源连接分析中的错误阳性.
相关概念视频
¹H NMR: Interpreting Distorted and Overlapping Signals
1.0K
Spin systems where the difference in chemical shifts of the coupled nuclei is greater than ten times J are called first-order spin systems. These nuclei are weakly coupled, and their chemical shifts and coupling constant can generally be estimated from the well-separated signals in the spectrum.
As Δν decreases and the signals move closer, the doublets appear increasingly distorted. The intensities of the inner lines increase at the cost of those of the outer lines as the signals are...
As Δν decreases and the signals move closer, the doublets appear increasingly distorted. The intensities of the inner lines increase at the cost of those of the outer lines as the signals are...
1.0K
Two-Dimensional (2D) NMR: Overview
668
The 1D NMR spectrum of large and complex molecules like natural products has complicated splitting patterns and overlapping signals, which can be easily interpreted using 2-dimensional (2D) NMR. Unlike 1D NMR, 2D NMR has two frequency axes that provide the coupling information between the nucleus A and nucleus B in a molecule. The process from which 2D spectra are obtained has four steps.
The first step is the preparation period, during which nucleus A is excited with a radiofrequency pulse....
The first step is the preparation period, during which nucleus A is excited with a radiofrequency pulse....
668
Second-Order Circuits
1.4K
Integrating two fundamental energy storage elements in electrical circuits results in second-order circuits, encompassing RLC circuits and circuits with dual capacitors or inductors (RC and RL circuits). Second-order circuits are identified by second-order differential equations that link input and output signals.
Input signals typically originate from voltage or current sources, with the output often representing voltage across the capacitor and/or current through the inductor. For example, in...
Input signals typically originate from voltage or current sources, with the output often representing voltage across the capacitor and/or current through the inductor. For example, in...
1.4K
Interpreting ¹H NMR Signal Splitting: The (n + 1) Rule
1.3K
In the AX proton spin system, proton A can sense the two spin states of a coupled proton X, resulting in a doublet NMR signal with two peaks of equal (1:1) intensity. When proton A is coupled to two equivalent protons (AX2 spin system), the spin states of each X can be aligned with or against the external field, creating three possible scenarios. This results in a 1:2:1 triplet signal, where the central peak corresponds to the chemical shift of A and is twice as large or intense as the...
1.3K
¹H NMR Signal Multiplicity: Splitting Patterns
5.2K
When protons A and X are coupled, their nuclear spin energy levels are slightly modified. This is because the energy required to excite proton A to a spin state parallel to proton X is slightly different from the energy required for it to become anti-parallel to spin X. Consequently, there are two possible excitation frequencies for A (A1 and A2), depending on the spin state of X, and vice versa. The mutual nature of coupling implies that the difference between frequencies A1 and A2, indicated...
5.2K
2D NMR: Overview of Heteronuclear Correlation Techniques
179
Heteronuclear correlation spectroscopy is an analytical technique that investigates the coupling between different types of nuclei, often a proton and an X-nucleus, such as carbon-13 or nitrogen-15. This method is commonly used in nuclear magnetic resonance (NMR) spectroscopy to gain insights into complex chemical compounds' structural and compositional aspects. A typical heteronuclear correlation spectrum displays X-nucleus chemical shifts on one axis and a proton spectrum on the other...
179


