Temporal and spectral electrooculographic features in a discrete precision task.

Psychophysiology Pub Date : 2024-03-01 Epub Date: 2023-10-19 DOI:10.1111/psyp.14461
Germano Gallicchio, Donghyun Ryu, Mudit Krishnani, Guy L Tasker, Alessandra Pecunioso, Robin C Jackson
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Abstract

This study aimed to evaluate the utility and applicability of electrooculography (EOG) when studying ocular activity during complex motor behavior. Due to its lower spatial resolution relative to eye tracking (ET), it is unclear whether EOG can provide valid and accurate temporal measurements such as the duration of the Quiet Eye (QE), that is the uninterrupted dwell time on the visual target prior to and during action. However, because of its greater temporal resolution, EOG is better suited for temporal-spectral decomposition, a technique that allows us to distinguish between lower and higher frequency activity as a function of time. Sixteen golfers of varying expertise (novices to experts) putted 60 balls to a 4-m distant target on a flat surface while we recorded EOG, ET, performance accuracy, and putter kinematics. Correlational and discrepancy analyses confirmed that EOG yielded valid and accurate QE measurements, but only when using certain processing parameters. Nested cross-validation indicated that, among a set of ET and EOG temporal and spectral oculomotor features, EOG power was the most useful when predicting performance accuracy through robust regression. Follow-up cross-validation and correlational analyses revealed that more accurate performance was preceded by diminished lower-frequency activity immediately before movement initiation and elevated higher-frequency activity during movement recorded from the horizontal channel. This higher-frequency activity was also found to accompany a smoother movement execution. This study validates EOG algorithms (code provided) for measuring temporal parameters and presents a novel approach to extracting temporal and spectral oculomotor features during complex motor behavior.

离散精度任务中的时间和光谱眼电图特征。
本研究旨在评估眼电图(EOG)在研究复杂运动行为中的眼部活动时的实用性和适用性。由于EOG相对于眼睛跟踪(ET)的空间分辨率较低,因此尚不清楚EOG是否能够提供有效和准确的时间测量,例如安静眼睛(QE)的持续时间,即在行动之前和行动期间在视觉目标上的不间断停留时间。然而,由于EOG具有更高的时间分辨率,它更适合于时间频谱分解,这项技术使我们能够区分作为时间函数的低频和高频活动。在我们记录EOG、ET、性能精度和推杆运动学的同时,16名不同专业知识的高尔夫球手(从新手到专家)在平坦表面上向4米远的目标推杆60个球。相关和差异分析证实,EOG产生了有效和准确的QE测量,但仅在使用某些处理参数时。嵌套交叉验证表明,在一组ET和EOG时间和光谱动眼器特征中,EOG功率在通过稳健回归预测性能准确性时最有用。后续交叉验证和相关分析显示,在更准确的表现之前,紧接着运动开始前的低频活动减少,而在水平通道记录的运动过程中的高频活动增加。这种更高频率的活动也被发现伴随着更平稳的运动执行。本研究验证了用于测量时间参数的EOG算法(提供代码),并提出了一种在复杂运动行为中提取时间和光谱动眼器特征的新方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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