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Bispectral Analysis Of Filtered Impulse Processes With Applications To The Analysis Of Bioelectric Phenomena

机译:滤波脉冲过程的双谱分析及其在生物电现象分析中的应用

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This article presents two applications of hi-spectra for the analysis of bioelectric phenomena modeled as filtered impulse processes; the surface elect romyogram and spent aneous synaptic potentials. Estimation of the elementary waveform and the frequency of its occurrence is important for the analysis of such phenomena when the frequency of elementary waveform occurrence is high enough to cause heavy waveform contamination. Explicit expressions of the elementary waveform and the frequency of its occurrence in terms of the power spectrum and hi-spectrum are first presented in the case that the waveform occurrence times form a stationary Poisson process. Then the computer simulation demonstrates the applicability of the method for the analysis of bioelectric phenomena under consideration. The estimation of the elementary waveform may be utilized as a means of making noninvasive diagnoses of neuromuscular disorder and estimation of the frequency of elementary waveform occurrence may be applied to the analysis of transmitter release at bio-synapses.
机译:本文介绍了高光谱在建模为滤波脉冲过程的生物电现象分析中的两个应用。表面产生肌电图并消耗突触电位。当基本波形出现的频率足够高以致引起严重的波形污染时,基本波形及其出现频率的估计对于分析这种现象很重要。在波形出现时间形成平稳的泊松过程的情况下,首先给出基本波形的明确表示及其出现的频率(就功率谱和高光谱而言)。然后计算机仿真证明了该方法在考虑中的生物电现象分析中的适用性。基本波形的估计可以用作进行神经肌肉疾病的非侵入性诊断的手段,并且基本波形出现的频率的估计可以应用于生物突触处的发射器释放的分析。

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