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主序的逆线性逻辑模型。

An Inverse-Linear Logistic Model of The Main Sequence.

作者信息

Duchowski Andrew T, Krejtz Krzysztof, Biele Cezary, Niedzielska Anna, Kiefer Peter, Giannopoulos Ioannis, Gehrer Nina, Schönenberg Michael

机构信息

Clemson University Clemson, SC, USA.

SWPS University of Social Sciences & Humanities Warsaw, Poland.

出版信息

J Eye Mov Res. 2017 May 29;10(3). doi: 10.16910/jemr.10.3.4.

Abstract

A model of the main sequence is proposed based on the logistic function. The model's fit to the peak velocity-amplitude relation resembles an S curve, simultaneously allowing control of the curve's asymptotes at very small and very large amplitudes, as well as its slope over the mid-amplitude range. The proposed inverse-linear logistic model is also able to express the linear relation of duration and amplitude. We demonstrate the utility and robustness of the model when fit to aggregate data at the smalland mid-amplitude ranges, namely when fitting microsaccades, saccades, and superposition of both. We are confident the model will suitably extend to the largeamplitude range of eye movements.

摘要

基于逻辑函数提出了一种主序列模型。该模型与峰值速度 - 振幅关系的拟合类似于S曲线,同时允许在非常小和非常大的振幅下控制曲线的渐近线,以及在中等振幅范围内控制其斜率。所提出的逆线性逻辑模型还能够表达持续时间和振幅的线性关系。我们证明了该模型在拟合小振幅和中等振幅范围内的聚合数据时的实用性和稳健性,即拟合微扫视、扫视以及两者的叠加时。我们相信该模型将适当地扩展到眼球运动的大振幅范围。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9ae5/7166123/a3fb92dec8bc/JEMR-4-1-g002.jpg

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