Madison Guy, Delignières Didier
Department of Psychology, Umeå University, 901 87 Umeå, Sweden.
Exp Brain Res. 2009 Mar;193(4):519-27. doi: 10.1007/s00221-008-1652-x. Epub 2008 Nov 28.
Long-range dependence is a characteristic property of successively produced time intervals, such as in un-paced or continuation tapping. We hypothesise in the present paper that serial dependence in such tasks could be related to a closed-loop regulation process, in which the current interval is determined by preceding ones. As a consequence, the quality of sensory feedback is likely to affect serial dependence. An experiment with human participants shows that diminished sensory information tends to increase the Hurst exponent for short inter-onset intervals and tends to decrease it for long intervals. A simulation shows that a simple auto-regressive model, whose order depends on the ratio between the inter-onset interval and an assumed temporal integration span, is able to account for most of our empirical results, including the duration specificity of long-range correlation.
长程相依性是相继产生的时间间隔的一个特征属性,比如在非同步或持续轻敲任务中。在本文中,我们假设此类任务中的序列相依性可能与闭环调节过程有关,在该过程中当前间隔由先前的间隔决定。因此,感觉反馈的质量可能会影响序列相依性。一项针对人类参与者的实验表明,感觉信息减少往往会使短发作间隔的赫斯特指数增加,而使长发作间隔的赫斯特指数降低。一项模拟表明,一个简单的自回归模型,其阶数取决于发作间隔与假定的时间整合跨度之间的比率,能够解释我们的大部分实证结果,包括长程相关性的持续时间特异性。