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首页> 外文期刊>Biological Cybernetics >Modelling the isometric force response to multiple pulse stimuli in locust skeletal muscle
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Modelling the isometric force response to multiple pulse stimuli in locust skeletal muscle

机译:对蝗虫骨骼肌中多个脉冲刺激的等距力响应进行建模

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摘要

An improved model of locust skeletal muscle will inform on the general behaviour of invertebrate and mammalian muscle with the eventual aim of improving biomedical models of human muscles, embracing prosthetic construction and muscle therapy. In this article, the isometric response of the locust hind leg extensor muscle to input pulse trains is investigated. Experimental data was collected by stimulating the muscle directly and measuring the force at the tibia. The responses to constant frequency stimulus trains of various frequencies and number of pulses were decomposed into the response to each individual stimulus. Each individual pulse response was then fitted to a model, it being assumed that the response to each pulse could be approximated as an impulse response and was linear, no assumption were made about the model order. When the interpulse frequency (IPF) was low and the number of pulses in the train small, a second-order model provided a good fit to each pulse. For moderate IPF or for long pulse trains a linear third-order model provided a better fit to the response to each pulse. The fit using a second-order model deteriorated with increasing IPF. When the input comprised higher IPFs with a large number of pulses the assumptions that the response was linear could not be confirmed. A generalised model is also presented. This model is second-order, and contains two nonlinear terms. The model is able to capture the force response to a range of inputs. This includes cases where the input comprised of higher frequency pulse trains and the assumption of quasi-linear behaviour could not be confirmed.
机译:蝗虫骨骼肌的改进模型将告知无脊椎动物和哺乳动物肌肉的一般行为,最终目标是改善人体肌肉的生物医学模型,采用假体构造和肌肉疗法。在本文中,研究了蝗虫后腿伸肌对输入脉冲序列的等距响应。通过直接刺激肌肉并测量胫骨上的力来收集实验数据。对各种频率和脉冲数的恒定频率刺激序列的响应被分解为对每个单独刺激的响应。然后将每个单独的脉冲响应拟合到一个模型,假设对每个脉冲的响应可以近似为一个脉冲响应,并且是线性的,没有对模型顺序进行任何假设。当脉冲间频率(IPF)低且列车中的脉冲数少时,二阶模型为每个脉冲提供了良好的拟合。对于中等IPF或长脉冲序列,线性三阶模型可以更好地拟合每个脉冲的响应。随着IPF的增加,使用二阶模型的拟合度降低。当输入包含具有大量脉冲的较高IPF时,无法确定响应是线性的假设。还提出了一个广义模型。该模型是二阶的,包含两个非线性项。该模型能够捕获对一系列输入的力响应。这包括无法确定由高频脉冲序列组成的输入以及准线性行为假设的情况。

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