首页> 美国卫生研究院文献>Brain Connectivity >Variable Bandwidth Filtering for Improved Sensitivity of Cross-Frequency Coupling Metrics
【2h】

Variable Bandwidth Filtering for Improved Sensitivity of Cross-Frequency Coupling Metrics

机译:可变带宽滤波可提高跨频耦合度量的灵敏度

代理获取
本网站仅为用户提供外文OA文献查询和代理获取服务,本网站没有原文。下单后我们将采用程序或人工为您竭诚获取高质量的原文,但由于OA文献来源多样且变更频繁,仍可能出现获取不到、文献不完整或与标题不符等情况,如果获取不到我们将提供退款服务。请知悉。

摘要

There is an increasing interest in examining cross-frequency coupling (CFC) between groups of oscillating neurons. Most CFC studies examine how the phase of lower-frequency brain activity modulates the amplitude of higher-frequency brain activity. This study focuses on the signal filtering that is required to isolate the higher-frequency neuronal activity which is hypothesized to be amplitude modulated. In particular, previous publications have used a filter bandwidth fixed to a constant for all assessed modulation frequencies. The present article demonstrates that fixed bandwidth filtering can destroy amplitude modulation and create false-negative CFC measures. To overcome this limitation, this study presents a variable bandwidth filter that ensures preservation of the amplitude modulation. Simulated time series data were created with theta-gamma, alpha-gamma, and beta-gamma phase-amplitude coupling. Comparisons between filtering methods indicate that the variable bandwidth approach presented in this article is preferred when examining amplitude modulations above the theta band. The variable bandwidth method of filtering an amplitude modulated signal is proposed to preserve amplitude modulation and enable accurate CFC measurements.
机译:人们越来越关注检查振荡神经元组之间的交叉频率耦合(CFC)。大多数CFC研究都研究了低频大脑活动的相位如何调节高频大脑活动的幅度。这项研究集中于隔离假定被调幅的高频神经元活动所需的信号滤波。特别地,先前的出版物已经针对所有评估的调制频率使用了固定为恒定的滤波器带宽。本文演示了固定带宽滤波可以破坏幅度调制并创建假负CFC措施。为了克服这一局限性,本研究提出了一种可变带宽滤波器,可确保保持振幅调制。模拟的时间序列数据是通过θ-γ,α-γ和β-γ相位-振幅耦合创建的。滤波方法之间的比较表明,当检查theta波段以上的幅度调制时,本文介绍的可变带宽方法是首选。提出了一种对调幅信号进行滤波的可变带宽方法,以保留调幅并实现准确的CFC测量。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
代理获取

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号