参数化脑电图尖峰检测器的批评

M. Beddoes, L. Panych, Juan Qian, J. Wada
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引用次数: 2

摘要

在各种条件下研究了参数级的作用,并证明了以下几点:-在高采样率(200 Hz)但其他有利条件下,当滤波器阶数p从0增加到19时,参数级输出的信噪比保持与输入相同。在不太有利的条件下,它可能随着p的增加而下降。我们发现,当完全省略参数阶段时,可以获得相当的性能(就检测到的峰值而言),并且检测仅基于非常简单的非参数阶段。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A criticism of the parametric EEG spike detector
The role of the parametric stage is studied under various conditions and the following points have been demonstrated: -With high sampling rate (200 Hz) but otherwise favourable conditions, as the filter order, p, is increased from zero to nineteen the signal-to-noise ratio at the output of the parametric stage remains the same as at the input. Under less favourable conditions, it can fall as p is increased. -We find that comparable performance (in terms of spikes detected) is obtained when the parametric stage is omitted entirely, and detection is based only on the very simple non-parametric stage.
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