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首页> 外文期刊>Biological Cybernetics >Isometric force generated by locust skeletal muscle: responses to single stimuli
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Isometric force generated by locust skeletal muscle: responses to single stimuli

机译:蝗虫骨骼肌产生的等距作用力:对单个刺激的反应

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摘要

A mathematical model of the locust hind leg extensor muscle is described. The model accounts for the force response of the muscle to well-separated input stimuli under isometric conditions. Experimental data was collected by stimulating the extensor muscle and measuring the force generated at the tibia. In developing a model it was assumed that the response to a single isolated stimulus was linear. A linear model was found to fit well to the response to an isolated stimulus. No assumptions were made about the model order and models of various order were fitted to data in the frequency domain, using a least squares fit. The stimulus can be approximated as an impulse, with the response to each stimulus well described by a linear second-order system. Using a third-order model provided a better fit to data, but the improvement in fit was marginal and the model uses one extra parameter. A fourth-order model, which is often used to describe the behaviour of isometric muscle was found to overfit the data. Using a second-order model provides a simpler way of describing the behaviour of an isometric twitch.
机译:描述了蝗虫后腿伸肌的数学模型。该模型考虑了在等轴测条件下肌肉对分离良好的输入刺激的力响应。通过刺激伸肌并测量胫骨产生的力来收集实验数据。在开发模型时,假设对单个孤立刺激的响应是线性的。发现线性模型非常适合对孤立刺激的响应。没有关于模型阶数的假设,并且使用最小二乘拟合将各种阶数的模型拟合到频域中的数据。刺激可以近似为一个脉冲,对每个刺激的响应都由线性二阶系统很好地描述。使用三阶模型可以更好地拟合数据,但是拟合的改善很小,模型使用了一个额外的参数。发现通常用于描述等距肌肉行为的四阶模型使数据过拟合。使用二阶模型提供了一种描述等距抽搐行为的更简单方法。

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