Department of Physical Therapy and Human Movement Sciences, Northwestern University, Chicago, Illinois.
Research Service, Edward Hines Jr. VA Hospital, Hines, Illinois.
J Neurophysiol. 2022 Sep 1;128(3):445-454. doi: 10.1152/jn.00155.2022. Epub 2022 Jul 13.
Vision plays a vital role in locomotor learning, providing feedback information to correct movement errors, and feedforward information to inform learned movement plans. Gaze behavior, or the distribution of fixation locations, can quantify how visual information is used during the motor learning process. How gaze behavior adapts during motor learning and in response to changing motor performance is poorly understood. This study examines if and how an individual's gaze behavior adapts during a sequence learning, target stepping task. We monitored the gaze behavior of 12 healthy young adults while they walked on a treadmill and attempted to precisely step on moving targets that were separated by variable distances (80%, 100%, and 120% of preferred step length). Participants completed a total of 11 trial blocks of 102 steps each. We hypothesized that both mean fixation distance would increase (participants would look farther ahead), and step error would decrease with experience. Following practice, participants significantly increased their fixation distance ( < 0.001) by 0.27 ± 0.18 steps and decreased their step error ( < 0.001) by 4.0 ± 1.7 cm, supporting our hypothesis. Our results suggest that early in the learning process, participants gaze behavior emphasized gathering visual information necessary for feedback motor control. As motor performance improved with experience, participants shifted their gaze fixation farther ahead placing greater emphasis on the visual information used for feedforward motor control. These findings provide important information about how gaze behavior changes in parallel with improvements in walking performance. People consistently vary how they use visual information to inform walking. However, what drives this variation and how sampled visual information changes with locomotor learning is not well understood. Here, we find that gaze fixation locations moved farther ahead while step error decreases as participants practice a target stepping task. The results suggest that participants increasingly used a feedforward locomotor control strategy with practice.
视觉在运动学习中起着至关重要的作用,为运动学习过程提供反馈信息以纠正运动错误,并提供前馈信息以告知习得的运动计划。注视行为(或注视点的分布)可以量化视觉信息在运动学习过程中是如何被使用的。注视行为在运动学习中是如何适应的,以及如何适应运动表现的变化,这一点还不太清楚。本研究考察了个体在序列学习、目标跨步任务中,其注视行为是否以及如何适应。我们在参与者在跑步机上行走时监测他们的注视行为,并试图精确地踏在移动目标上,这些目标的间隔距离不同(分别为偏好步长的 80%、100%和 120%)。参与者总共完成了 11 个共 102 步的试验块。我们假设,随着经验的增加,平均注视距离(参与者会看更远的前方)和步幅误差都会减少。在练习之后,参与者的注视距离显著增加(<0.001)了 0.27±0.18 步,步幅误差减少了 4.0±1.7 厘米,这支持了我们的假设。我们的研究结果表明,在学习过程的早期,参与者的注视行为强调收集反馈性运动控制所需的视觉信息。随着运动表现随着经验的增加而提高,参与者将他们的注视固定点转移到更远的前方,更加注重用于前馈性运动控制的视觉信息。这些发现提供了关于注视行为如何随着步行表现的提高而变化的重要信息。人们在使用视觉信息来告知步行方式时始终存在差异。然而,是什么驱动了这种变化,以及在运动学习过程中采样的视觉信息是如何变化的,这一点还不太清楚。在这里,我们发现,随着参与者练习目标跨步任务,步幅误差减小的同时,注视固定点也向前移动。结果表明,随着练习,参与者越来越多地使用前馈式运动控制策略。