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通过互相关分析提取蟋蟀的声学特征?

Acoustic feature extraction by cross-correlation in crickets?

作者信息

Hennig R M

机构信息

Abt. Verhaltensphysiologie, Institut für Biologie, Humboldt Universität zu Berlin, Invalidenstr. 43, 10 115 Berlin, Germany.

出版信息

J Comp Physiol A Neuroethol Sens Neural Behav Physiol. 2003 Aug;189(8):589-98. doi: 10.1007/s00359-003-0438-7. Epub 2003 Jul 19.

Abstract

Common concepts of acoustic feature extraction within the auditory pathway of vertebrates and insects assume temporal filters tuned to particular periodicities. Crickets respond selectively to the conspecific song pattern and reveal a bandpass characteristic, which is thought to arise from a matched filter for a restricted range of periods. Unexpectedly, females of the two sibling species Teleogryllus oceanicus and T. commodus differed in fundamental filter properties. While T. oceanicus revealed a period filter, T. commodus exhibited a pulse duration filter. This finding raises the question of how so distinct properties of homologous neuronal circuits for pattern analysis have evolved during speciation. Evidence is presented that signal analysis by cross-correlation offers a simple explanation for differences in pattern selectivity as well as for the evolutionary transition. By cross-correlation the similarity of an external pattern with an internal template is determined over a certain time window. A comparison of behavioural data and cross-correlation values suggested that both species have similar templates. However, time windows were significantly different between species (T. oceanicus: 180-400 ms, T. commodus: 90-160 ms). Consequently, solely a change in the evaluation time window is required to account for the observed differences in feature extraction that serve to maintain species isolation.

摘要

脊椎动物和昆虫听觉通路中声学特征提取的常见概念假定存在针对特定周期性进行调谐的时间滤波器。蟋蟀会对同种的鸣叫模式做出选择性反应,并呈现出带通特性,这种特性被认为源自对特定周期范围的匹配滤波器。出乎意料的是,两个亲缘物种大洋洲黑蟋蟀和普通黑蟋蟀的雌性在基本滤波器特性上存在差异。大洋洲黑蟋蟀表现出周期滤波器,而普通黑蟋蟀则呈现出脉冲持续时间滤波器。这一发现引发了一个问题,即在物种形成过程中,用于模式分析的同源神经回路的如此不同的特性是如何进化的。有证据表明,通过互相关进行信号分析为模式选择性的差异以及进化转变提供了一个简单的解释。通过互相关,可以在特定的时间窗口内确定外部模式与内部模板的相似性。行为数据和互相关值的比较表明,两个物种具有相似的模板。然而,不同物种之间的时间窗口存在显著差异(大洋洲黑蟋蟀:180 - 400毫秒,普通黑蟋蟀:90 - 160毫秒)。因此,仅需评估时间窗口的变化就能解释观察到的用于维持物种隔离的特征提取差异。

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